{ "schema_version": "1.0.0", "verification_stage_contract": "bounded-workflow-v2", "entity_id": "gh:slothflowlabs/duckle", "points": [ { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-27" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-28" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-29" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-30" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-01" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-02" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-04" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-06" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-07" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-08" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-09" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-10" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-11" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-12" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-13" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 783, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.5.5", "last_release_at": "2026-07-12T08:30:51Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.5.5", "maintenance_status": "active", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": "2026-07-13T12:11:00.324497Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v1", "observation_refs": { "stars": "obs_96cef0b6aaa8a0634934310c", "version": "obs_84e00880bc80dc2b88725ef8", "last_release_at": "obs_12727c54ba39cc3f71b1f80c", "last_release_url": "obs_2323acb6850e052130202095", "pushed_at": "obs_6f7f59094851024dffdc4520", "archived": "obs_ed28474381e7d8b622cfb856", "default_branch": "obs_b06f6c824f488352a34055d8", "default_branch_updated_at": "obs_702869f6bc82f58609fce3a6", "maintenance_status": "obs_c5f54bfde47a9dd6faf4ea52", "momentum": "obs_f23ac5623d94e32940512f1d" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-14" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 815, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.5.5", "last_release_at": "2026-07-12T08:30:51Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.5.5", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-17T12:02:57.061641Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_61821185b2c0191705c70b55", "version": "obs_31a3d0a85089800db1dcf819", "last_release_at": "obs_71f8ef38a20bf12ec89dbd07", "last_release_url": "obs_437a1dc32ac3a9f0c1ef0bcf", "pushed_at": "obs_43ae60fb5437a46b51c21d2a", "archived": "obs_3f57025cbab5d28769d84892", "default_branch": "obs_a9b3d763d9dbf53cb20b198a", "default_branch_updated_at": "obs_16ea986d6d2cea919b58e28a", "maintenance_status": "obs_35dc34d55725d1af9e0f9469", "momentum": "obs_d4bac6abf243ccdd8a8f2f4b", "repository_topics": "obs_247af342652d61cbb66b408a", "integrations": "obs_c9535de2ae54b07e6021bd49", "integration_fingerprint": "obs_bf5babfc46a38ed3e2f8af95", "deployment_models": "obs_99597853b5864bc2d5cf6deb", "extensibility": "obs_984503b82ffd3ff4daa500f7" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-17" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 815, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.5.5", "last_release_at": "2026-07-12T08:30:51Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.5.5", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-17T12:02:57.061641Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_61821185b2c0191705c70b55", "version": "obs_31a3d0a85089800db1dcf819", "last_release_at": "obs_71f8ef38a20bf12ec89dbd07", "last_release_url": "obs_437a1dc32ac3a9f0c1ef0bcf", "pushed_at": "obs_43ae60fb5437a46b51c21d2a", "archived": "obs_3f57025cbab5d28769d84892", "default_branch": "obs_a9b3d763d9dbf53cb20b198a", "default_branch_updated_at": "obs_16ea986d6d2cea919b58e28a", "maintenance_status": "obs_35dc34d55725d1af9e0f9469", "momentum": "obs_d4bac6abf243ccdd8a8f2f4b", "repository_topics": "obs_247af342652d61cbb66b408a", "integrations": "obs_c9535de2ae54b07e6021bd49", "integration_fingerprint": "obs_bf5babfc46a38ed3e2f8af95", "deployment_models": "obs_99597853b5864bc2d5cf6deb", "extensibility": "obs_984503b82ffd3ff4daa500f7" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-18" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 815, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.5.5", "last_release_at": "2026-07-12T08:30:51Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.5.5", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-17T12:02:57.061641Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_61821185b2c0191705c70b55", "version": "obs_31a3d0a85089800db1dcf819", "last_release_at": "obs_71f8ef38a20bf12ec89dbd07", "last_release_url": "obs_437a1dc32ac3a9f0c1ef0bcf", "pushed_at": "obs_43ae60fb5437a46b51c21d2a", "archived": "obs_3f57025cbab5d28769d84892", "default_branch": "obs_a9b3d763d9dbf53cb20b198a", "default_branch_updated_at": "obs_16ea986d6d2cea919b58e28a", "maintenance_status": "obs_35dc34d55725d1af9e0f9469", "momentum": "obs_d4bac6abf243ccdd8a8f2f4b", "repository_topics": "obs_247af342652d61cbb66b408a", "integrations": "obs_c9535de2ae54b07e6021bd49", "integration_fingerprint": "obs_bf5babfc46a38ed3e2f8af95", "deployment_models": "obs_99597853b5864bc2d5cf6deb", "extensibility": "obs_984503b82ffd3ff4daa500f7" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-19" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 815, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.5.5", "last_release_at": "2026-07-12T08:30:51Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.5.5", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-17T12:02:57.061641Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_61821185b2c0191705c70b55", "version": "obs_31a3d0a85089800db1dcf819", "last_release_at": "obs_71f8ef38a20bf12ec89dbd07", "last_release_url": "obs_437a1dc32ac3a9f0c1ef0bcf", "pushed_at": "obs_43ae60fb5437a46b51c21d2a", "archived": "obs_3f57025cbab5d28769d84892", "default_branch": "obs_a9b3d763d9dbf53cb20b198a", "default_branch_updated_at": "obs_16ea986d6d2cea919b58e28a", "maintenance_status": "obs_35dc34d55725d1af9e0f9469", "momentum": "obs_d4bac6abf243ccdd8a8f2f4b", "repository_topics": "obs_247af342652d61cbb66b408a", "integrations": "obs_c9535de2ae54b07e6021bd49", "integration_fingerprint": "obs_bf5babfc46a38ed3e2f8af95", "deployment_models": "obs_99597853b5864bc2d5cf6deb", "extensibility": "obs_984503b82ffd3ff4daa500f7" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-20" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 815, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.5.5", "last_release_at": "2026-07-12T08:30:51Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.5.5", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-17T12:02:57.061641Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_61821185b2c0191705c70b55", "version": "obs_31a3d0a85089800db1dcf819", "last_release_at": "obs_71f8ef38a20bf12ec89dbd07", "last_release_url": "obs_437a1dc32ac3a9f0c1ef0bcf", "pushed_at": "obs_43ae60fb5437a46b51c21d2a", "archived": "obs_3f57025cbab5d28769d84892", "default_branch": "obs_a9b3d763d9dbf53cb20b198a", "default_branch_updated_at": "obs_16ea986d6d2cea919b58e28a", "maintenance_status": "obs_35dc34d55725d1af9e0f9469", "momentum": "obs_d4bac6abf243ccdd8a8f2f4b", "repository_topics": "obs_247af342652d61cbb66b408a", "integrations": "obs_c9535de2ae54b07e6021bd49", "integration_fingerprint": "obs_bf5babfc46a38ed3e2f8af95", "deployment_models": "obs_99597853b5864bc2d5cf6deb", "extensibility": "obs_984503b82ffd3ff4daa500f7" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-21" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 878, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.5.8", "last_release_at": "2026-07-28T08:36:03Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.5.8", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-28T10:17:34.274766Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_9e2f135f5d334c83ac8bf3e4", "version": "obs_75db4d0e07472dd614ef0622", "last_release_at": "obs_1f5b9ad54d1caa0cfedd6c1b", "last_release_url": "obs_7489661cf41e2024035fed19", "pushed_at": "obs_6fed3d9800ade29cc3642c87", "archived": "obs_910845cc901cb4f23f7b365e", "default_branch": "obs_7e272294a39b10b32b53d5ec", "default_branch_updated_at": "obs_863beeb857ed0ddff1b8af5b", "maintenance_status": "obs_6c8a7d354acfacf863fa5fda", "momentum": "obs_af7b05a880b50b39b330a835", "repository_topics": "obs_cf1c37430e17fc12db0c5e83", "integrations": "obs_f2b3494971ebd2054ca833f0", "integration_fingerprint": "obs_3317ec4edb13dbcb114a466b", "deployment_models": "obs_01dbc354449fdf2e1445e4a2", "extensibility": "obs_ac08f53bbb9490e29e0bf077" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-28" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 881, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.5.8", "last_release_at": "2026-07-28T08:36:03Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.5.8", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-29T10:17:05.832710Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_e9757e15790165df5fcb4bed", "version": "obs_77218ae1e38c8fa69bd0cf08", "last_release_at": "obs_fea5d69066ad10709ad0d4de", "last_release_url": "obs_ebb1407bf36dda75c3eddd3b", "pushed_at": "obs_577c2480145469e75faa12bf", "archived": "obs_74e145b8866ea45712b27a0d", "default_branch": "obs_f690f87a5a7fb09b22e9fbe3", "default_branch_updated_at": "obs_52b399aaffc805d19b03ed1e", "maintenance_status": "obs_282dec14fc1c1a17b8e3de67", "momentum": "obs_bc0eb8b8427326dd6c613a78", "repository_topics": "obs_d7d96ad265e9356fc7a26cf8", "integrations": "obs_aafbbbe43f1cefcfd2ce14ed", "integration_fingerprint": "obs_e478455451974a4f15424178", "deployment_models": "obs_0ee1c5d3dbfb9ba39c7e4d13", "extensibility": "obs_d308d0bbc25b055c13e805b8" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-29" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-30" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-31" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 896, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.5.8", "last_release_at": "2026-07-28T08:36:03Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.5.8", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-01T10:17:36.135498Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_71974c4f627f0b4204551417", "version": "obs_3c2b39107d9e3025b28cf9ec", "last_release_at": "obs_6b9ffaf489b131e890582f3d", "last_release_url": "obs_59df2a8833f30f8c4d18576c", "pushed_at": "obs_012a24a8356f54f76927264c", "archived": "obs_fdd71799accb43943c3114fd", "default_branch": "obs_dd405dda6a2a80950b035b31", "default_branch_updated_at": "obs_2e28c28bf0f24ec22d344603", "maintenance_status": "obs_21c8df49096a1e5e23979252", "momentum": "obs_a7961e6784a396dbf7888829", "repository_topics": "obs_ef10d08c6bc5d0b0d502d1d5", "integrations": "obs_0bf64dd90c391972e154579d", "integration_fingerprint": "obs_6cd284cfd1c615195e631d07", "deployment_models": "obs_ff9031e04c169210e7bcbd87", "extensibility": "obs_1b7b0527a77d1bcabd1fc19b" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-01" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 903, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.5.8", "last_release_at": "2026-07-28T08:36:03Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.5.8", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-02T10:17:50.427312Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_c9b836a8960da643ebab6201", "version": "obs_4b17e56c59c1844c334bc54d", "last_release_at": "obs_77130352135a57ef45bce27f", "last_release_url": "obs_ede16bac76cbbca1acb50dea", "pushed_at": "obs_3c734ef7d7b7783f5a51819b", "archived": "obs_70c7d21f1d40419f29b8cf76", "default_branch": "obs_acffe698b7aad6d21abf89db", "default_branch_updated_at": "obs_96e8f4ce581930a2d50c4893", "maintenance_status": "obs_f8b2c29b571ea4ec8fc48b99", "momentum": "obs_494f05f15cfd132ec495a6bf", "repository_topics": "obs_9a8b4e3ca22ed9a57e8f1b29", "integrations": "obs_bbab32db5a8caec2c4deabb8", "integration_fingerprint": "obs_0f4ef6c16513912465f0a195", "deployment_models": "obs_77926ea17e23d98dec972aff", "extensibility": "obs_4c4a844d0efcc842394c6b10" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-02" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 905, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.5.9", "last_release_at": "2026-08-03T06:37:02Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.5.9", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-03T10:18:05.351909Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_e01092dd11b9f5587359fe1c", "version": "obs_ea74b4113a2e4779facc53c6", "last_release_at": "obs_45260aa95bb9a4c2e09a6277", "last_release_url": "obs_f185a69a031bf0ce0ccbe684", "pushed_at": "obs_f0a6b99e51984418e5c57a29", "archived": "obs_12de4409a7450f19022127f3", "default_branch": "obs_d73f0270219b3215e2769962", "default_branch_updated_at": "obs_31b6c78e78a12df23242ba95", "maintenance_status": "obs_aed193b384639f7f77248e98", "momentum": "obs_fbc175d866e19d64fd5d8365", "repository_topics": "obs_f81715f5816e842d870a3274", "integrations": "obs_9b78e6a4fa00f9520fc920ad", "integration_fingerprint": "obs_7d574d80964aae75c2de94f9", "deployment_models": "obs_cdb99fc630dca3d818045534", "extensibility": "obs_139da8e6e87988805f193247" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-03" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 905, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.5.9", "last_release_at": "2026-08-03T06:37:02Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.5.9", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-03T10:18:05.351909Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_e01092dd11b9f5587359fe1c", "version": "obs_ea74b4113a2e4779facc53c6", "last_release_at": "obs_45260aa95bb9a4c2e09a6277", "last_release_url": "obs_f185a69a031bf0ce0ccbe684", "pushed_at": "obs_f0a6b99e51984418e5c57a29", "archived": "obs_12de4409a7450f19022127f3", "default_branch": "obs_d73f0270219b3215e2769962", "default_branch_updated_at": "obs_31b6c78e78a12df23242ba95", "maintenance_status": "obs_aed193b384639f7f77248e98", "momentum": "obs_fbc175d866e19d64fd5d8365", "repository_topics": "obs_f81715f5816e842d870a3274", "integrations": "obs_9b78e6a4fa00f9520fc920ad", "integration_fingerprint": "obs_7d574d80964aae75c2de94f9", "deployment_models": "obs_cdb99fc630dca3d818045534", "extensibility": "obs_139da8e6e87988805f193247" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-04" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-08-05" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-08-06" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 905, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.5.9", "last_release_at": "2026-08-03T06:37:02Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.5.9", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-03T10:18:05.351909Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_e01092dd11b9f5587359fe1c", "version": "obs_ea74b4113a2e4779facc53c6", "last_release_at": "obs_45260aa95bb9a4c2e09a6277", "last_release_url": "obs_f185a69a031bf0ce0ccbe684", "pushed_at": "obs_f0a6b99e51984418e5c57a29", "archived": "obs_12de4409a7450f19022127f3", "default_branch": "obs_d73f0270219b3215e2769962", "default_branch_updated_at": "obs_31b6c78e78a12df23242ba95", "maintenance_status": "obs_aed193b384639f7f77248e98", "momentum": "obs_fbc175d866e19d64fd5d8365", "repository_topics": "obs_f81715f5816e842d870a3274", "integrations": "obs_9b78e6a4fa00f9520fc920ad", "integration_fingerprint": "obs_7d574d80964aae75c2de94f9", "deployment_models": "obs_cdb99fc630dca3d818045534", "extensibility": "obs_139da8e6e87988805f193247" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-07" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1021, "momentum": 9.6, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.6.0", "last_release_at": "2026-08-08T08:05:29Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.6.0", "maintenance_status": "active", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": "2026-08-08T10:17:54.011012Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_c33c8c2a230c1b902c3cbe69", "version": "obs_69c6242abc3f704c1f12a562", "last_release_at": "obs_6215fb7991a52a79c15dbd9a", "last_release_url": "obs_a0d1906f89ca33b3befce139", "pushed_at": "obs_2cc2c78ee267878558abe941", "archived": "obs_ec3027a0a72dbe7bb83b5544", "default_branch": "obs_0f5d197cf88c482f0cbefff4", "default_branch_updated_at": "obs_dc32b2d6d417c6e49d2219b3", "maintenance_status": "obs_be08f19f94d9d426da9e0921", "momentum": "obs_217eb01a044975209f01881c", "repository_topics": "obs_aae543429b0cffc6c061f575", "integrations": "obs_16411f201359e6d7685a0bca", "integration_fingerprint": "obs_9ff880444cc575a264abe70c", "deployment_models": "obs_1348c0903e8cc75741179977", "extensibility": "obs_d5bc4ac80865a34bd7cb1a52" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-08" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1025, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.6.0", "last_release_at": "2026-08-08T08:05:29Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.6.0", "maintenance_status": "active", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": "2026-08-09T10:18:02.987681Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_e7d9cf93a07f5760a1e8470c", "version": "obs_3876e8324bac64ad3e511fa2", "last_release_at": "obs_efd9ecb03eced6f28557ed81", "last_release_url": "obs_d4947e37aea5b6eb9e132a11", "pushed_at": "obs_68ece8d48c94cc09166c0a30", "archived": "obs_f7069ee5b2e4280bd39d1607", "default_branch": "obs_c959bcb36554e80307ded67e", "default_branch_updated_at": "obs_8b7cb13f782d40a813e96f8e", "maintenance_status": "obs_87200c7718a7ebc80e384059", "momentum": "obs_b08ed32f685cdf7d9ca790ec", "repository_topics": "obs_9d03d5cdcf195f3bc0e553d2", "integrations": "obs_e2ac31df6df59679426c53aa", "integration_fingerprint": "obs_a0402e9907bb2b8c1b5f333e", "deployment_models": "obs_1757802abac47d75f50f948b", "extensibility": "obs_74bd4502b44dd3622ae761ee" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-09" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1028, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.6.0", "last_release_at": "2026-08-08T08:05:29Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.6.0", "maintenance_status": "active", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": "2026-08-10T10:18:02.453550Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_27a3e8d60655e5c1b73906e8", "version": "obs_ab7e0e20e6c7fb4c9a8e0c0f", "last_release_at": "obs_aa8832b4b770355193d38281", "last_release_url": "obs_b536ed5681b923502dacffdb", "pushed_at": "obs_18763f298e78287ddc838383", "archived": "obs_ef979203e2b432da6b125c4f", "default_branch": "obs_ff6ec26a201c2f9b040abac8", "default_branch_updated_at": "obs_c6f571ff7e8488c81a1d4d70", "maintenance_status": "obs_d22baeab3992cbba06417df4", "momentum": "obs_b01e73dad5addde579d1cf68", "repository_topics": "obs_7db88802cc05c06435d68389", "integrations": "obs_57ca1542837f3f33ced2427b", "integration_fingerprint": "obs_07c564dd8bff57fe974dfbd6", "deployment_models": "obs_523a54e9506509ef6d1d8c0f", "extensibility": "obs_36980a79d2d8f57584038123" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-10" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1028, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.6.1", "last_release_at": "2026-08-10T12:04:32Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.6.1", "maintenance_status": "active", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": "2026-08-11T10:17:40.749121Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_6dacef50232c8b18148b6aaa", "version": "obs_3e64ff952deb2fb82815f00b", "last_release_at": "obs_8680486ba0afac203f9e2698", "last_release_url": "obs_5f25f2db328dabb0dd7eff7e", "pushed_at": "obs_c19e492aef2c564a60142dbc", "archived": "obs_1e55544020665f127a4edc7e", "default_branch": "obs_b7e47be65c8e5f3f8d3fac53", "default_branch_updated_at": "obs_6dd17e5ba942197da1333810", "maintenance_status": "obs_9ec91121f314fd28c623901f", "momentum": "obs_3946c04b5fe2a98d61ff7148", "repository_topics": "obs_4c091faaf7346665b348f3d2", "integrations": "obs_0e588ec91cab5d2fa44092c8", "integration_fingerprint": "obs_7c29057e3b435ccdd3f6ac4d", "deployment_models": "obs_6a1da1afbdd6c860f57f4a20", "extensibility": "obs_cc163706463ec8e7f7de5e26" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-11" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1021, "momentum": 8.5, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.6.1", "last_release_at": "2026-08-10T12:04:32Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.6.1", "maintenance_status": "active", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": "2026-08-12T17:38:47.185822Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_7e4eda25e501d3e01a1c333b", "version": "obs_ea52863121dd357f60538a11", "last_release_at": "obs_77385973cc4cecefa7d8f839", "last_release_url": "obs_54001eef148e61b0f54a5c12", "pushed_at": "obs_7051c6491a137352b2c9be7d", "archived": "obs_5f9ec5490a801aee0fbb03e6", "default_branch": "obs_0eead6775ced10347e90ebe2", "default_branch_updated_at": "obs_0d1cfefb083783fdb7109400", "maintenance_status": "obs_a51bacfe558dcaaccd17d2c2", "momentum": "obs_f12ea300a53110428623cd2b", "repository_topics": "obs_45663a73eb47a78b1899157d", "integrations": "obs_33e80dc48fbd110a5c61bf23", "integration_fingerprint": "obs_a39b46bfb2a397caa19a7ac8", "deployment_models": "obs_291ca8ab44747ec70e8d3eac", "extensibility": "obs_5fe2c17220ed2f97f4938604" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-12" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1014, "momentum": 8.5, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.6.1", "last_release_at": "2026-08-10T12:04:32Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.6.1", "maintenance_status": "active", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": "2026-08-13T19:31:03.163686Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_1c262883d48815e5fce5179b", "version": "obs_c7204d38bc454a890afb271d", "last_release_at": "obs_ebe876b4ff3cfe85223baf02", "last_release_url": "obs_68a3d23f1b3214a158ed45a7", "pushed_at": "obs_8bd8a9ad504dca5d5d4c5f5e", "archived": "obs_136fd260731f861727860474", "default_branch": "obs_dcc4fdb57cb96c261493529d", "default_branch_updated_at": "obs_fa0b1355fd2988b0bd3525b2", "maintenance_status": "obs_308d20d1723dce949021e41b", "momentum": "obs_ac7fe9d55f6e859095e66535", "repository_topics": "obs_7bc40bc32082b7c4f8b3eaf8", "integrations": "obs_3a1b53b6783d7d99a0c51a50", "integration_fingerprint": "obs_c216bc2dea50ec10cd40a4b9", "deployment_models": "obs_dd7b2422e08fc15517c0bf07", "extensibility": "obs_4a5bd6ad0551b787eb8dda42" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-13" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1017, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.6.1", "last_release_at": "2026-08-10T12:04:32Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.6.1", "maintenance_status": "active", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": "2026-08-14T12:38:50.215537Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_625465369eeff6675afd068d", "version": "obs_49d0138f903da9fe3b357560", "last_release_at": "obs_30220408d0758a72d9e58db6", "last_release_url": "obs_0a17e6a15be3b9c3fdb007cb", "pushed_at": "obs_8b545df86ec747031920c780", "archived": "obs_cd49634a95461641d125bb30", "default_branch": "obs_5450ea2f3b8d79d69e8039d8", "default_branch_updated_at": "obs_91761421ddf7bdb7f37692ea", "maintenance_status": "obs_99afb872963afe5bebbd2ca7", "momentum": "obs_51010642f1c911cce0ed30d8", "repository_topics": "obs_e161aab056dc7632ff450243", "integrations": "obs_1baa76bc900e845fc20f1b6f", "integration_fingerprint": "obs_4351dc33bd4b697e1c378b3a", "deployment_models": "obs_d1f3a8c9ba4b1a774c40a914", "extensibility": "obs_6e2077987ff0dd15d4134827" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-14" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1017, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.6.1", "last_release_at": "2026-08-10T12:04:32Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.6.1", "maintenance_status": "active", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": "2026-08-14T12:38:50.215537Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_625465369eeff6675afd068d", "version": "obs_49d0138f903da9fe3b357560", "last_release_at": "obs_30220408d0758a72d9e58db6", "last_release_url": "obs_0a17e6a15be3b9c3fdb007cb", "pushed_at": "obs_8b545df86ec747031920c780", "archived": "obs_cd49634a95461641d125bb30", "default_branch": "obs_5450ea2f3b8d79d69e8039d8", "default_branch_updated_at": "obs_91761421ddf7bdb7f37692ea", "maintenance_status": "obs_99afb872963afe5bebbd2ca7", "momentum": "obs_51010642f1c911cce0ed30d8", "repository_topics": "obs_e161aab056dc7632ff450243", "integrations": "obs_1baa76bc900e845fc20f1b6f", "integration_fingerprint": "obs_4351dc33bd4b697e1c378b3a", "deployment_models": "obs_d1f3a8c9ba4b1a774c40a914", "extensibility": "obs_6e2077987ff0dd15d4134827" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-15" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1086, "momentum": 9.6, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.6.1", "last_release_at": "2026-08-10T12:04:32Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.6.1", "maintenance_status": "active", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": "2026-08-17T10:17:27.783425Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_61bed6186132fc3277dffb6f", "version": "obs_a1f210c1737adefab9c9551c", "last_release_at": "obs_6c3aafb1c4c45ec44428e6ee", "last_release_url": "obs_7d9f64779cb048b73668750a", "pushed_at": "obs_ea56377f75fd84f9f5a03b85", "archived": "obs_4e469e3bba8daffff3570692", "default_branch": "obs_418e132882f7ae026b0392db", "default_branch_updated_at": "obs_4650debb28c348d7ae7c1a9f", "maintenance_status": "obs_0dfd1633d360b1c81a3a9210", "momentum": "obs_07eb0fd339ff046a1f242aa2", "repository_topics": "obs_b570b0e6e3995386ec961863", "integrations": "obs_3d560bf1785edb701deddd34", "integration_fingerprint": "obs_75e6d5b8690337118ba07a36", "deployment_models": "obs_6285808bdbc482d564da0337", "extensibility": "obs_ae27c5ed4ede1ffda4603b42" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-17" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1143, "momentum": 9.6, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.6.1", "last_release_at": "2026-08-10T12:04:32Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.6.1", "maintenance_status": "active", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": "2026-08-18T10:17:33.699174Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_7ccd6099ffd6d25a9ede3709", "version": "obs_5e3addafbdeaf3286d440f75", "last_release_at": "obs_6307d71b1b12fd1ef31455b2", "last_release_url": "obs_b4ccdc182fe9ad526ea00736", "pushed_at": "obs_318bb7d953b31ec5ecabfac2", "archived": "obs_891345b5605a9ceea6de9a02", "default_branch": "obs_148d38d62a0e4e7e078f2f38", "default_branch_updated_at": "obs_a18b6245871c490ba07f9399", "maintenance_status": "obs_6b8ec10e93488f9affb52346", "momentum": "obs_c69021d17c49ee7bd57301ce", "repository_topics": "obs_d563412554e19f0ebda74f1d", "integrations": "obs_a5f2f5103ded7d4d54cc9bd4", "integration_fingerprint": "obs_d094ee92dd14d888c6b1eef9", "deployment_models": "obs_a2c98cfdfb9ccd962f8faafa", "extensibility": "obs_fd49f61679eab03c03d5d504" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-18" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1143, "momentum": 9.6, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.6.1", "last_release_at": "2026-08-10T12:04:32Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.6.1", "maintenance_status": "active", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": "2026-08-18T10:17:33.699174Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_7ccd6099ffd6d25a9ede3709", "version": "obs_5e3addafbdeaf3286d440f75", "last_release_at": "obs_6307d71b1b12fd1ef31455b2", "last_release_url": "obs_b4ccdc182fe9ad526ea00736", "pushed_at": "obs_318bb7d953b31ec5ecabfac2", "archived": "obs_891345b5605a9ceea6de9a02", "default_branch": "obs_148d38d62a0e4e7e078f2f38", "default_branch_updated_at": "obs_a18b6245871c490ba07f9399", "maintenance_status": "obs_6b8ec10e93488f9affb52346", "momentum": "obs_c69021d17c49ee7bd57301ce", "repository_topics": "obs_d563412554e19f0ebda74f1d", "integrations": "obs_a5f2f5103ded7d4d54cc9bd4", "integration_fingerprint": "obs_d094ee92dd14d888c6b1eef9", "deployment_models": "obs_a2c98cfdfb9ccd962f8faafa", "extensibility": "obs_fd49f61679eab03c03d5d504" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-19" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1143, "momentum": 9.6, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.6.1", "last_release_at": "2026-08-10T12:04:32Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.6.1", "maintenance_status": "active", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": "2026-08-18T10:17:33.699174Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_7ccd6099ffd6d25a9ede3709", "version": "obs_5e3addafbdeaf3286d440f75", "last_release_at": "obs_6307d71b1b12fd1ef31455b2", "last_release_url": "obs_b4ccdc182fe9ad526ea00736", "pushed_at": "obs_318bb7d953b31ec5ecabfac2", "archived": "obs_891345b5605a9ceea6de9a02", "default_branch": "obs_148d38d62a0e4e7e078f2f38", "default_branch_updated_at": "obs_a18b6245871c490ba07f9399", "maintenance_status": "obs_6b8ec10e93488f9affb52346", "momentum": "obs_c69021d17c49ee7bd57301ce", "repository_topics": "obs_d563412554e19f0ebda74f1d", "integrations": "obs_a5f2f5103ded7d4d54cc9bd4", "integration_fingerprint": "obs_d094ee92dd14d888c6b1eef9", "deployment_models": "obs_a2c98cfdfb9ccd962f8faafa", "extensibility": "obs_fd49f61679eab03c03d5d504" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-20" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1186, "momentum": 9.6, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.0", "last_release_at": "2026-08-20T14:10:05Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-21T10:18:14.478827Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_53520065d1394eeeea4cea43", "version": "obs_5a631f9248b24c158ffd7d81", "last_release_at": "obs_977169792b36c706445d26b5", "last_release_url": "obs_8298177e069ab94fbbb91da9", "pushed_at": "obs_d46be6918150c8a717964e31", "archived": "obs_54877ee2b5f21a59b44d00f2", "default_branch": "obs_1f9f06c675c86dcb723d1404", "default_branch_updated_at": "obs_6351f99a1a1b7a5c9a26992d", "maintenance_status": "obs_827b1b8339089861bf7051f8", "momentum": "obs_598af0030960c4c9fd740b6d", "repository_topics": "obs_bf9c32c09e9474ba51f7f3ac", "integrations": "obs_fbf2ce27708c76a036085d63", "integration_fingerprint": "obs_a864d8e616c9dac93718a77e", "deployment_models": "obs_f08f679c2f5d622cad43402f", "extensibility": "obs_76ce1a83ba192b55e1f7e604" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-21" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-08-25" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1236, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.0", "last_release_at": "2026-08-20T14:10:05Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-26T18:12:12.074447Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_29630f01db9407e58df08fba", "version": "obs_5f8edb976467fa512a2fe97c", "last_release_at": "obs_7163fd30885548d22b4aaade", "last_release_url": "obs_2604a84d31c9fdb573e01080", "pushed_at": "obs_39d29788fad37b61f1f0a54e", "archived": "obs_5f6d06634b0d06654a9dd6d2", "default_branch": "obs_0c6293c591129f3d789f1308", "default_branch_updated_at": "obs_dc8ab5d161bb909f2029c15c", "maintenance_status": "obs_420ac33af20804550acae10e", "momentum": "obs_a9fcf9b831387adbee24a7ea", "repository_topics": "obs_375a16c4f814e4f3272fe69d", "integrations": "obs_5987e79334d181a48adc7c08", "integration_fingerprint": "obs_5fb2a04ac4a5f8ca888f0d73", "deployment_models": "obs_4cebc0fe1cc58ef589be8ff1", "extensibility": "obs_a5aa069f62a1c339964ca739" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-26" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1236, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.0", "last_release_at": "2026-08-20T14:10:05Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-26T18:12:12.074447Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_29630f01db9407e58df08fba", "version": "obs_5f8edb976467fa512a2fe97c", "last_release_at": "obs_7163fd30885548d22b4aaade", "last_release_url": "obs_2604a84d31c9fdb573e01080", "pushed_at": "obs_39d29788fad37b61f1f0a54e", "archived": "obs_5f6d06634b0d06654a9dd6d2", "default_branch": "obs_0c6293c591129f3d789f1308", "default_branch_updated_at": "obs_dc8ab5d161bb909f2029c15c", "maintenance_status": "obs_420ac33af20804550acae10e", "momentum": "obs_a9fcf9b831387adbee24a7ea", "repository_topics": "obs_375a16c4f814e4f3272fe69d", "integrations": "obs_5987e79334d181a48adc7c08", "integration_fingerprint": "obs_5fb2a04ac4a5f8ca888f0d73", "deployment_models": "obs_4cebc0fe1cc58ef589be8ff1", "extensibility": "obs_a5aa069f62a1c339964ca739" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-28" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1236, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.0", "last_release_at": "2026-08-20T14:10:05Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-26T18:12:12.074447Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_29630f01db9407e58df08fba", "version": "obs_5f8edb976467fa512a2fe97c", "last_release_at": "obs_7163fd30885548d22b4aaade", "last_release_url": "obs_2604a84d31c9fdb573e01080", "pushed_at": "obs_39d29788fad37b61f1f0a54e", "archived": "obs_5f6d06634b0d06654a9dd6d2", "default_branch": "obs_0c6293c591129f3d789f1308", "default_branch_updated_at": "obs_dc8ab5d161bb909f2029c15c", "maintenance_status": "obs_420ac33af20804550acae10e", "momentum": "obs_a9fcf9b831387adbee24a7ea", "repository_topics": "obs_375a16c4f814e4f3272fe69d", "integrations": "obs_5987e79334d181a48adc7c08", "integration_fingerprint": "obs_5fb2a04ac4a5f8ca888f0d73", "deployment_models": "obs_4cebc0fe1cc58ef589be8ff1", "extensibility": "obs_a5aa069f62a1c339964ca739" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-29" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1250, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.0", "last_release_at": "2026-08-20T14:10:05Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-30T11:11:30.055674Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_4e718c84fa7ebc51d85c2d13", "version": "obs_9720cacda082c563eed90fb5", "last_release_at": "obs_471fa1e76914948e2cdaf8aa", "last_release_url": "obs_e264c2337d0788b517e93f5b", "pushed_at": "obs_ecf5fe834bcc76197dc74e6b", "archived": "obs_761ee35baa098506e5df53a5", "default_branch": "obs_8546413a358d48ef87dc0006", "default_branch_updated_at": "obs_27d16cea7a04bdfaeb01d0c6", "maintenance_status": "obs_ea22bf7f995a14d2d29e031e", "momentum": "obs_c35c0f62d469247d4e5022b8", "repository_topics": "obs_de9eb2b4bd351368eee7363f", "integrations": "obs_254ea1d326863950b8b9360e", "integration_fingerprint": "obs_8b8f56c9573a968044867188", "deployment_models": "obs_567b313335fb303990754362", "extensibility": "obs_870a7bfa38c169ed57a2e6e5" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-30" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1257, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.1", "last_release_at": "2026-08-30T18:03:45Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.1", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-01T19:29:45.039717Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_077abcecff1947547c8ef195", "version": "obs_106f253dead99adc54ced821", "last_release_at": "obs_0043a309f76ff8fbc14a902d", "last_release_url": "obs_0efd84e12077d74064efd766", "pushed_at": "obs_4ade7caa8bba2d7d5f12b5ac", "archived": "obs_01bb082004970ce700ca46f6", "default_branch": "obs_26f21ec5a1b2707f0941ea24", "default_branch_updated_at": "obs_88ffad69f3ad2883b94dcab9", "maintenance_status": "obs_97b1cf7b24fd8dc1f7b6dcf7", "momentum": "obs_074f18effae3d0e193d6cd43", "repository_topics": "obs_8cccd5ae4d0f4aafa3d20740", "integrations": "obs_6709761ac363c14847e954f6", "integration_fingerprint": "obs_e851e2da1ce9853f405c8fc1", "deployment_models": "obs_22e5641d443b166f698af9e0", "extensibility": "obs_eb7ad52ddd2b5329a1e312af" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-01" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1257, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.1", "last_release_at": "2026-08-30T18:03:45Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.1", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-01T19:29:45.039717Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_077abcecff1947547c8ef195", "version": "obs_106f253dead99adc54ced821", "last_release_at": "obs_0043a309f76ff8fbc14a902d", "last_release_url": "obs_0efd84e12077d74064efd766", "pushed_at": "obs_4ade7caa8bba2d7d5f12b5ac", "archived": "obs_01bb082004970ce700ca46f6", "default_branch": "obs_26f21ec5a1b2707f0941ea24", "default_branch_updated_at": "obs_88ffad69f3ad2883b94dcab9", "maintenance_status": "obs_97b1cf7b24fd8dc1f7b6dcf7", "momentum": "obs_074f18effae3d0e193d6cd43", "repository_topics": "obs_8cccd5ae4d0f4aafa3d20740", "integrations": "obs_6709761ac363c14847e954f6", "integration_fingerprint": "obs_e851e2da1ce9853f405c8fc1", "deployment_models": "obs_22e5641d443b166f698af9e0", "extensibility": "obs_eb7ad52ddd2b5329a1e312af" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-02" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-09-03" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1269, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.1", "last_release_at": "2026-08-30T18:03:45Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.1", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-04T19:00:49.017076Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_d4a9de8ce876c8694aa05628", "version": "obs_d1909b0f7b97c5113e61bcbe", "last_release_at": "obs_2d21669a6a44b7b82015e65b", "last_release_url": "obs_ba4b2610b65210a8ce9c2a1a", "pushed_at": "obs_025e9e34727d64f4d9c07cdb", "archived": "obs_1f29ff30212f539e5da5b899", "default_branch": "obs_d890cffa9c106cf370717f07", "default_branch_updated_at": "obs_5b6096090fc569eb6573d4e5", "maintenance_status": "obs_532c4f21844f6f03916cbcc1", "momentum": "obs_94a00fadb4ff3dc953836bd4", "repository_topics": "obs_b7d26bbf69f529054026cd40", "integrations": "obs_b02b68120bb66c45e0e760f4", "integration_fingerprint": "obs_d14b410298a03fb6cf4c961f", "deployment_models": "obs_a68ab058cf408e6f2026fe5c", "extensibility": "obs_77f2525333f639c949567adb" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-04" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1269, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.1", "last_release_at": "2026-08-30T18:03:45Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.1", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-04T19:00:49.017076Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_d4a9de8ce876c8694aa05628", "version": "obs_d1909b0f7b97c5113e61bcbe", "last_release_at": "obs_2d21669a6a44b7b82015e65b", "last_release_url": "obs_ba4b2610b65210a8ce9c2a1a", "pushed_at": "obs_025e9e34727d64f4d9c07cdb", "archived": "obs_1f29ff30212f539e5da5b899", "default_branch": "obs_d890cffa9c106cf370717f07", "default_branch_updated_at": "obs_5b6096090fc569eb6573d4e5", "maintenance_status": "obs_532c4f21844f6f03916cbcc1", "momentum": "obs_94a00fadb4ff3dc953836bd4", "repository_topics": "obs_b7d26bbf69f529054026cd40", "integrations": "obs_b02b68120bb66c45e0e760f4", "integration_fingerprint": "obs_d14b410298a03fb6cf4c961f", "deployment_models": "obs_a68ab058cf408e6f2026fe5c", "extensibility": "obs_77f2525333f639c949567adb" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-05" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-09-07" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1277, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.2", "last_release_at": "2026-09-07T17:06:25Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.2", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-08T05:09:03.158117Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_8a4cb6c82deddc209167158b", "version": "obs_fc8b30269ec4f3b7ca42b438", "last_release_at": "obs_407a021542b3c77a183d0b35", "last_release_url": "obs_16d82be65955a10f82a0672f", "pushed_at": "obs_9b69d89298c6d07708e21ce4", "archived": "obs_483620e93df4d702c318e4ce", "default_branch": "obs_c3d71b7e0b991879a35adb33", "default_branch_updated_at": "obs_1644a07ac362cf04ec7bb543", "maintenance_status": "obs_70cf9f8a5d189afee9201aab", "momentum": "obs_0aa0fb37922bde3dd85095eb", "repository_topics": "obs_fefdb188909dfc56e6aa2945", "integrations": "obs_2583d9330d1a857fdb3adab5", "integration_fingerprint": "obs_dc81c4931ca691a3afdeb601", "deployment_models": "obs_7f95f006a6881e60c34b26f9", "extensibility": "obs_541cd98827967b91eb7b4ed4" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-08" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1290, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.2", "last_release_at": "2026-09-07T17:06:25Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.2", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-11T09:31:02.897429Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_e620c8a4ba4caffb54b726b6", "version": "obs_764e5b1dc6921e9da9000762", "last_release_at": "obs_aae1291a371fa1246fcd75d9", "last_release_url": "obs_4f06e259f06e7f5140482e10", "pushed_at": "obs_aee1334285af1a48c02480a6", "archived": "obs_fa29be1b219f12914a0bfbdf", "default_branch": "obs_12e692c8788c6eb0b7eed970", "default_branch_updated_at": "obs_1ff4bea01dd0946723f1bf5f", "maintenance_status": "obs_36189501b81c4b4c1bb24ade", "momentum": "obs_c39a20de6574e252da72c0af", "repository_topics": "obs_9a5b310db1b247dfa3dd3928", "integrations": "obs_136aef60093338ddf15aeb82", "integration_fingerprint": "obs_0606ba5e6a58a4293b6e0bd0", "deployment_models": "obs_0cd3e00ab32aeaff8b8d6119", "extensibility": "obs_d743344e908e559e155e2237" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-11" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1296, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.2", "last_release_at": "2026-09-07T17:06:25Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.2", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-12T17:04:32.267494Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_08faacf33f62dc05a313ecba", "version": "obs_61a92138d16ee0d0b180524f", "last_release_at": "obs_c36cba7dc446f920bb86d03f", "last_release_url": "obs_2cb2be3e3bb742896b883e90", "pushed_at": "obs_7e10234e1855da32d98396d3", "archived": "obs_9ff5fb024e14a2502994f2e1", "default_branch": "obs_e13e87ae2af62292b8bc767e", "default_branch_updated_at": "obs_bac92b08d7d80ed7218761c9", "maintenance_status": "obs_b638bb0c456a2f4b61241cc5", "momentum": "obs_5a17b9e2ced508430b658c18", "repository_topics": "obs_d417a3ad6d90f32dfb9e143c", "integrations": "obs_12b2ffc90b3429a657540c8b", "integration_fingerprint": "obs_edacc279f8547e580bf8da1b", "deployment_models": "obs_a3a646c43f6e44d3e0334c88", "extensibility": "obs_169bf4fe1764500119860489" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-12" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1296, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.2", "last_release_at": "2026-09-07T17:06:25Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.2", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-13T05:04:21.529456Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_12753d8a5ff37651d4a6e65c", "version": "obs_2d6de123203ec80022595218", "last_release_at": "obs_4bb0fd77d9f431199f51a6cc", "last_release_url": "obs_197e3f8126028553b09b212f", "pushed_at": "obs_a7b6b839e239a4b402bff94d", "archived": "obs_f936c1a23cffbe99f457e2a1", "default_branch": "obs_d7f115ff875170c38e660070", "default_branch_updated_at": "obs_6596d2b7caed806a0454b90b", "maintenance_status": "obs_e2d1d1a2a7705586aab89e13", "momentum": "obs_8f908d3cb4eea9532d96c818", "repository_topics": "obs_57b49325fac8dcd5673b0b9b", "integrations": "obs_7ec950777a731c72c1dadeb8", "integration_fingerprint": "obs_c850ca282d3b79448cf03ecd", "deployment_models": "obs_d1649a6f9b5a52501b01dd49", "extensibility": "obs_490cc6254c3c28d8fcb6f020" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-13" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1299, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.2", "last_release_at": "2026-09-07T17:06:25Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.2", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-15T11:46:09.382347Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_c9ad78ab34c9e0e7718c52e1", "version": "obs_28bf34398a3dc6b7282ee3da", "last_release_at": "obs_ad6f4a2433a487879ba39683", "last_release_url": "obs_acce324c71c8ff7383321290", "pushed_at": "obs_a2dfd073225993f0a228ae75", "archived": "obs_0c76c231ee19d5db3a45ba1b", "default_branch": "obs_5ae4706f08f4e6f4c16b3ef3", "default_branch_updated_at": "obs_3120c4f6a8fc465925cfc865", "maintenance_status": "obs_c035fdfe6d303ed842202430", "momentum": "obs_3a134d960e095fa877a131cc", "repository_topics": "obs_2a266232c4c6115c09ea3173", "integrations": "obs_5ce58004d7a8453d01012a42", "integration_fingerprint": "obs_a5225d3a757bdfc1fbdb539b", "deployment_models": "obs_57cfc2de2ffdfa2139b60087", "extensibility": "obs_299cdc8dbe4b4d783e1a8eb3" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-15" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1307, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.3", "last_release_at": "2026-09-16T10:23:19Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.3", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-17T21:45:13.795340Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_4d72d263f421a6e07be02b2c", "version": "obs_26f6c18da8fc1a0e271dda53", "last_release_at": "obs_f9fee42e70b305fc6e8416f8", "last_release_url": "obs_4cc65c1ee70e70b0dace8b97", "pushed_at": "obs_fc7320f101e1c67aabb95579", "archived": "obs_d01cb9f44104f1e671c62299", "default_branch": "obs_d06fad575db0dd9b26b2c27e", "default_branch_updated_at": "obs_b90222ffdca43f80e8520641", "maintenance_status": "obs_a1567a5564f4f84d0aae7d6e", "momentum": "obs_48b1299c7ce054f77be4492e", "repository_topics": "obs_59974ed220a5c18ea96d134f", "integrations": "obs_7379e153f40d77e79a0c844e", "integration_fingerprint": "obs_220796c3b2f4717cac217ed3", "deployment_models": "obs_f10e6190a3728147d9593878", "extensibility": "obs_ea69f7fd2ec24a3ae039bf71" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-17" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1310, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.3", "last_release_at": "2026-09-16T10:23:19Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.3", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-19T17:06:40.081307Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_04cbb680b8bc4a7da03aadb7", "version": "obs_266797835439d455b72c91fd", "last_release_at": "obs_5c63f1dc1f4b1a86a3f72adb", "last_release_url": "obs_73a60641ac1c5960377d8b6e", "pushed_at": "obs_301c842088217673e4009102", "archived": "obs_7ee4368e7e28810035371f99", "default_branch": "obs_9b22166cf7b81e407fd3ea5d", "default_branch_updated_at": "obs_6cf98e4044981da28095c928", "maintenance_status": "obs_568ef8e3c1372601c4ff4aee", "momentum": "obs_525a66d0d1bc483a83d01b3b", "repository_topics": "obs_db0045342b3680487f94e3cb", "integrations": "obs_c03a975bd7c221c6e033e8dc", "integration_fingerprint": "obs_0a4763fe0d9818b355966d84", "deployment_models": "obs_77c44c92a95fbebcbd3d81f2", "extensibility": "obs_0c8550118e1c7ada3c177fa9" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-19" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1310, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.3", "last_release_at": "2026-09-16T10:23:19Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.3", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-20T17:06:32.868873Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_8984ba078b6b7ec9c8653865", "version": "obs_ca29ff512f57a8d60feb7a3d", "last_release_at": "obs_cce0090abbf0b7b235816a84", "last_release_url": "obs_6e53cc197d7ca3f4f4aa71f8", "pushed_at": "obs_79be3e06152bce80c441d83d", "archived": "obs_ac7491a3037d82a7ae9c977d", "default_branch": "obs_3756b7a2303fd8de718cbbf5", "default_branch_updated_at": "obs_b2b4c7ccca79836aea1e3d04", "maintenance_status": "obs_88825cf7bb31bd9460a390d2", "momentum": "obs_2e6c009667f9d0b70c67288f", "repository_topics": "obs_eb4d4fdde3817e64faeeae21", "integrations": "obs_cc2fde880a1b01f0e40a9149", "integration_fingerprint": "obs_5f9ffbe43185556d5c0ce1b4", "deployment_models": "obs_138b29e9faf5a06d2f2d0faf", "extensibility": "obs_0638671b8e2c180b005b5483" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-20" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1313, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.3", "last_release_at": "2026-09-16T10:23:19Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.3", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-21T23:47:16.337043Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_23221b2d57f3cb34e6646a77", "version": "obs_13a213016740d2453ffe1c5d", "last_release_at": "obs_5530ac1e4369b46911b33a56", "last_release_url": "obs_4435ba7d2d2426cfb213a448", "pushed_at": "obs_d2904dd19cdbca839a7d5b9c", "archived": "obs_0d3fa1d7a66e2908d2b85ab4", "default_branch": "obs_d5ee5af6c2e097afdd863cb7", "default_branch_updated_at": "obs_6efa29d8d1f091c0ead52909", "maintenance_status": "obs_3038ad227436f0fb773a74bd", "momentum": "obs_96efcf199bb47a9d1ff579c1", "repository_topics": "obs_a3c694256f523efc749b726d", "integrations": "obs_88f35355dca7416c964dd41e", "integration_fingerprint": "obs_a9cf0063058ad13474833913", "deployment_models": "obs_94e2e9570da5dbf6e2914ba0", "extensibility": "obs_f66d78fc9e638f1cf8b69f56" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-21" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1314, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.3", "last_release_at": "2026-09-16T10:23:19Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.3", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-22T17:06:39.688103Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_6a92a094c9c5595cf699e242", "version": "obs_207a1372d3a208ba70b0653f", "last_release_at": "obs_432f3dae7b5ff7a7b398df61", "last_release_url": "obs_bf6d84e1e4fd0180e6f26bba", "pushed_at": "obs_68e9f66b4629304f81a80b06", "archived": "obs_8ecbad905ae803f2c0ef4a82", "default_branch": "obs_7be0b6c327b4a106cb693345", "default_branch_updated_at": "obs_5ce0decb2e1c1620644e8e04", "maintenance_status": "obs_909cf1f75b53974f1cc8f586", "momentum": "obs_490d1c54db94867f1190a14f", "repository_topics": "obs_a957f38b9f6cd4e916d8521a", "integrations": "obs_838b25d3c81a25718d5a748b", "integration_fingerprint": "obs_041f21f01d0f0cf76c8484cc", "deployment_models": "obs_235f4671d0c1d4558205959b", "extensibility": "obs_2048d0cd918717d562d1e5c5" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-22" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1322, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.3", "last_release_at": "2026-09-16T10:23:19Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.3", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-23T19:48:29.703424Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_4d0c6f64a886afd78fc7078d", "version": "obs_594b1759259ecc2dfd8826c5", "last_release_at": "obs_42e937c0e21173a1f90d8424", "last_release_url": "obs_daef6ff3b3c1745f0df435fa", "pushed_at": "obs_b8cc6da6ede1522aafebf40a", "archived": "obs_d53a1c1195a029d06ec10699", "default_branch": "obs_f10c5f0c55600405ea780d3e", "default_branch_updated_at": "obs_37e7ba4c1c881dafc0b38472", "maintenance_status": "obs_0b9f7c15372500e26a4ca2dc", "momentum": "obs_e44adffbdb80aa96064bfeb5", "repository_topics": "obs_b3cc650112b09c458293c577", "integrations": "obs_9d86c3ba1b30c16960396369", "integration_fingerprint": "obs_ccb1c7fd0aaec01a8d62419a", "deployment_models": "obs_dd14d076dea9c5ba63513a25", "extensibility": "obs_0c372e6ebdc1fe24bbacb40a" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-23" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1323, "momentum": 8.5, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.3", "last_release_at": "2026-09-16T10:23:19Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.3", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-24T21:49:16.463298Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_732ca32addeadd11bee7e413", "version": "obs_e309918489f978db4e168b39", "last_release_at": "obs_ea329eed44eea79731e7bd29", "last_release_url": "obs_bd565f4cbd1218e9923383ee", "pushed_at": "obs_61682499c3a560f23d485eb4", "archived": "obs_21861b0bd527e6a8fd2831ca", "default_branch": "obs_2358d8d23a233fa7485dbdf8", "default_branch_updated_at": "obs_ab72eed9cefff80fc6f449dd", "maintenance_status": "obs_cb1d3d0210161db466e2de36", "momentum": "obs_5bc5a8b5740054eb6f9315e3", "repository_topics": "obs_58a106018d882affd4a0b54e", "integrations": "obs_b1be206ca19672016337e5e2", "integration_fingerprint": "obs_2f79280327babe34cce4b4f5", "deployment_models": "obs_e8c6692e1a73246e6c92b13f", "extensibility": "obs_7587e39b72b6efaf9eece031" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-24" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1326, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.4", "last_release_at": "2026-09-25T09:01:04Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.4", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-25T13:50:57.994663Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_09f08f9768f34e96d592472c", "version": "obs_840c6981a3874ccf517b0174", "last_release_at": "obs_acd6d1ed8ac9c7dac761526f", "last_release_url": "obs_7c289bbf1d4f0a5fb889e62b", "pushed_at": "obs_b4a4edd7627ab70388512400", "archived": "obs_d24cf81d304dc559abe3839b", "default_branch": "obs_d4c8605b1e8c7fca310de659", "default_branch_updated_at": "obs_8102595f0d1a837b219b713d", "maintenance_status": "obs_acbb3f04e9bf2f6e7b1c0c89", "momentum": "obs_bb8202dcc9589a888731042f", "repository_topics": "obs_9ac038f9926774d059c26f96", "integrations": "obs_f7b72f11292b6a084f49ab93", "integration_fingerprint": "obs_5f1cb384483e18c4a4ad3dd9", "deployment_models": "obs_1797d1017e944ff94cadbb2e", "extensibility": "obs_f9fac9ccfb83079c68655a09" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-25" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1326, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.4", "last_release_at": "2026-09-25T09:01:04Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.4", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-26T09:47:30.421436Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_f06f2582af6570dd9904c785", "version": "obs_0219a03d1e116c605e3b49b0", "last_release_at": "obs_8b7f0a8c45ea0b9559f67726", "last_release_url": "obs_d2fff93db9a6f74082964fa5", "pushed_at": "obs_1a5fadc1ecdb9e7c8cfa5dc5", "archived": "obs_5e7506926c3c6626c75ba627", "default_branch": "obs_342ec1bb12056301a5d502cb", "default_branch_updated_at": "obs_f9cc3d82bd5bcbcb2f08ca37", "maintenance_status": "obs_7d09ea23320dd7b2e098f637", "momentum": "obs_25875c509e451fa997ded2ca", "repository_topics": "obs_60f0f3296cf020b1b6859258", "integrations": "obs_09c0d5fa828171037f91ac61", "integration_fingerprint": "obs_79ff30fca9ee3f179295a68f", "deployment_models": "obs_70dd6e8e416c81ff4642e93f", "extensibility": "obs_f4c51f0fbc801b75c3e8ea83" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-26" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1328, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.4", "last_release_at": "2026-09-25T09:01:04Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.4", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-27T01:47:58.533096Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_4ca9b2ecd24efef0a0003cb5", "version": "obs_0e73afd17cc892480298273f", "last_release_at": "obs_ceb3a89abf253a935f4b4070", "last_release_url": "obs_c04e2503d84f6c30a78ff572", "pushed_at": "obs_2e23488f4cca782ef24a8a2e", "archived": "obs_6ad9131f95f8103b51e0f8aa", "default_branch": "obs_75000594224e37cd5bf780f9", "default_branch_updated_at": "obs_75b11e94ff991f972c5f1353", "maintenance_status": "obs_ddf4182290632ceed4ef49b4", "momentum": "obs_0265535e49792f500c2f5285", "repository_topics": "obs_cb1f6a2096d4bbd0e386b1d1", "integrations": "obs_b91d84652ec4763a8672700a", "integration_fingerprint": "obs_bf9e2500c59f21f4a2de8ed9", "deployment_models": "obs_101ccaa50e336fa66e01c890", "extensibility": "obs_b15934297047d6074af11e65" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-27" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1333, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.4", "last_release_at": "2026-09-25T09:01:04Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.4", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-28T13:47:34.707135Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_12613ed8397d2729bf0de7ce", "version": "obs_7f8608fce9d899d3a0136764", "last_release_at": "obs_82d181e21b9d3d2077f5990e", "last_release_url": "obs_945470b54b7ad12c06c4df2d", "pushed_at": "obs_db33bc07e1b7cae38b32c4a8", "archived": "obs_7ff00f5443222992ce2379a5", "default_branch": "obs_c277826c761d7fc7f2706578", "default_branch_updated_at": "obs_64abb93ab1a089df96f3ad77", "maintenance_status": "obs_b9e45fe2b35e34f713314261", "momentum": "obs_46c5da59a9dd2dac835c7b7c", "repository_topics": "obs_967158850f139b0a1a7191c9", "integrations": "obs_c2568300e761bf35c62352a5", "integration_fingerprint": "obs_b762915802695820a9f9d71a", "deployment_models": "obs_e501fe0598a75c274df57de9", "extensibility": "obs_06145c6afa696e750dab7723" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-28" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1338, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.4", "last_release_at": "2026-09-25T09:01:04Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.4", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-29T17:08:16.498456Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_82e260f84e4d487cb514bf40", "version": "obs_a69678cbba0273ab3997d78d", "last_release_at": "obs_3e8f6ef846e895a2e11dbd52", "last_release_url": "obs_bce7dc1b5ece1b71dbdd8454", "pushed_at": "obs_08e2e0ac288e3503356288e8", "archived": "obs_b12161eb8872eba041b5ac97", "default_branch": "obs_1f1df8d08c21b9c6c3b2046a", "default_branch_updated_at": "obs_150674605a5a79848aab3eba", "maintenance_status": "obs_8a35a15e060ef62d121e5d9e", "momentum": "obs_3b0fe516f18a638173882467", "repository_topics": "obs_ef18a21d388e75353baa50ce", "integrations": "obs_9d50736f14b7c163bf0115f7", "integration_fingerprint": "obs_55ddbca3fe13f0523f591069", "deployment_models": "obs_3221b31e314b2f84d0864db7", "extensibility": "obs_f51d3606a11e0a11ddc4eee3" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-29" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1338, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.4", "last_release_at": "2026-09-25T09:01:04Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.4", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-09-30T05:08:12.323055Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_00bfecf3e4b5642f8f9eb02d", "version": "obs_2f6fb29dff93eed1442cbd39", "last_release_at": "obs_918c819969ae49bd0106af2f", "last_release_url": "obs_bfc613d37399012d9e59fa63", "pushed_at": "obs_e577b1fc2ae9ce22981d1a46", "archived": "obs_be105bb4a33445e4e01462a4", "default_branch": "obs_d82955fabccfcf93c4d98101", "default_branch_updated_at": "obs_c5a14db1b9bb000248969445", "maintenance_status": "obs_819ef2d95d03d358f4c05487", "momentum": "obs_70fb0dd442e7b94c94de57e8", "repository_topics": "obs_1816f55609df25dcda3d5982", "integrations": "obs_e42560b639c9f87e99369be2", "integration_fingerprint": "obs_6c776e6ef478f8f12b88f637", "deployment_models": "obs_2d9e3767a0ff79d0da2cf87d", "extensibility": "obs_99884ddb0afbcf3655ac9298" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-09-30" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1343, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.4", "last_release_at": "2026-09-25T09:01:04Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.4", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-10-01T21:24:16.558226Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_3bcf6444c9ec1fb4e8aa91fc", "version": "obs_6450d8dc6821b108a9933bad", "last_release_at": "obs_ecc97de3b5d5533bfb3a1a47", "last_release_url": "obs_47cd4eb80e63865104a21e2b", "pushed_at": "obs_901ba0fc5a6fcab2c2da9bcf", "archived": "obs_5addf18f69a4daac9c78b480", "default_branch": "obs_1e3d2ecc95fc266886be76ce", "default_branch_updated_at": "obs_3a6af6b23977106c94845111", "maintenance_status": "obs_89e8b5366098370dc98cc1bd", "momentum": "obs_dfcca0f57a1b4ef73a27ebf4", "repository_topics": "obs_e3bfbe8ef0e5d70255e7c689", "integrations": "obs_0e99343f9e61999adbed8373", "integration_fingerprint": "obs_9036de4320278ef11479efc5", "deployment_models": "obs_7cacbac7537f07912dab367d", "extensibility": "obs_103c3d2c3a69d8e98ed1ad59" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-10-01" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1345, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.4", "last_release_at": "2026-09-25T09:01:04Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.4", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-10-02T17:11:36.588066Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_258634868cb14401e221013d", "version": "obs_e82f4079136bfccad7853039", "last_release_at": "obs_8f5758a7aa5491e083e9c87b", "last_release_url": "obs_054caf0da140cb198844c5b4", "pushed_at": "obs_84cbe4b5d43cafc0dae64d06", "archived": "obs_40de21adc535f7f8a5ebef84", "default_branch": "obs_496fa4216fa82b9aa2da6a3f", "default_branch_updated_at": "obs_b9f1b67650e24ebcb0d3aea1", "maintenance_status": "obs_722b7436ae181950fd20536d", "momentum": "obs_5f50d734f219f7a40b96aa9d", "repository_topics": "obs_bdd1a712f7a1683ebbcfc771", "integrations": "obs_c22028a2ddab76ffabea5833", "integration_fingerprint": "obs_ad1a8401e6f6f26555fe8093", "deployment_models": "obs_df5f920d4dd0cef050e4e476", "extensibility": "obs_3db65ba467762645c2d32920" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-10-02" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1350, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.4", "last_release_at": "2026-09-25T09:01:04Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.4", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-10-03T17:13:14.190776Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_ef1bc9fbee204b6231deac4f", "version": "obs_2730d13914d356558bd669bd", "last_release_at": "obs_bd585fdcc232569eeef682fd", "last_release_url": "obs_b5cea916aa2047b483b646b2", "pushed_at": "obs_c4dd7a1f58763e1e26d83ec6", "archived": "obs_d5be37d381787da6d3b3526b", "default_branch": "obs_f01e7db8a17b24dbf2e90f4e", "default_branch_updated_at": "obs_a335e90a3efa8c70c8f4ea46", "maintenance_status": "obs_3547045226f87786bee9dc46", "momentum": "obs_2bba2d6ccd335071e97a4069", "repository_topics": "obs_4ebecec40cea5cc400bb1ad9", "integrations": "obs_098388f9462f529745247dcb", "integration_fingerprint": "obs_326e36d211c026e8add05a4d", "deployment_models": "obs_7da860a17cb1f482b8f23494", "extensibility": "obs_777b8ee98832ee686d5d039e" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-10-03" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1478, "momentum": 9.6, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.4", "last_release_at": "2026-09-25T09:01:04Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.4", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-10-05T17:12:19.837870Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_8675aad73e6b1f25756ed41b", "version": "obs_4d7fad7a78dfd93b84304be6", "last_release_at": "obs_a008a8bca312f6f0535cc32c", "last_release_url": "obs_3dcba02a255245d8a7ccf5a4", "pushed_at": "obs_2c2f3fcead83fa34935346b7", "archived": "obs_4abab2dc8a5d44f75e7d2451", "default_branch": "obs_bf39297fc5b3f8b4adb38020", "default_branch_updated_at": "obs_4dad00650ddc372fd162535b", "maintenance_status": "obs_c898f3b4bf6479d61773d7b5", "momentum": "obs_d02eb4f6b452e89a02d3b735", "repository_topics": "obs_4d9c98e666d2a641d04d2a01", "integrations": "obs_9cd4df7f1b695548ff7b9a6a", "integration_fingerprint": "obs_dec14ca4f45d5f04ba476320", "deployment_models": "obs_e59e1a91f6d797f80e1ff8ea", "extensibility": "obs_41e8b075b184d0665e176dd3" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-10-05" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1487, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.4", "last_release_at": "2026-09-25T09:01:04Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.4", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-10-06T17:10:49.497470Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_fba4e96298357acd6b676c20", "version": "obs_052cdad4899a45007686170d", "last_release_at": "obs_ce819b12ab50172f459157f8", "last_release_url": "obs_44efff0ff4156029d4de8684", "pushed_at": "obs_63d4e7c5355cb4fd9bb34e87", "archived": "obs_c17c254dd0cc1e2ada14b3de", "default_branch": "obs_043733e19910f39177f055e5", "default_branch_updated_at": "obs_24f0718a95b6da74160ea77c", "maintenance_status": "obs_e81c79bd8d870f4f1ed58498", "momentum": "obs_a3dfd696de1d22b81b9c54d9", "repository_topics": "obs_fafb7892be9271a2497b2427", "integrations": "obs_09737f5e3152e2226134275b", "integration_fingerprint": "obs_5eedf0ebb1fb3bb8d559287d", "deployment_models": "obs_5b4cdd7b991f2fbe6315e656", "extensibility": "obs_0a3c4a51327658142a3f1e38" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-10-06" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1489, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.4", "last_release_at": "2026-09-25T09:01:04Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.4", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-10-07T17:10:55.089768Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_5ceaf5f5b7e67757bb5bc8bf", "version": "obs_74b82b8a77723637668c2231", "last_release_at": "obs_05393b127a632f304af8fd9e", "last_release_url": "obs_2014a4f35d4347463e7d09e2", "pushed_at": "obs_57d8bf1a6c5174705529fb20", "archived": "obs_2b67603f8d76b621ed4067fa", "default_branch": "obs_00264e0cad4ee9773b980841", "default_branch_updated_at": "obs_9b5595f538fe40d19c3b66ec", "maintenance_status": "obs_30cb2b7cab4d641510ade0be", "momentum": "obs_34d6b4037f54b9201ee6ee66", "repository_topics": "obs_b16751c4ae24e9bda741f19c", "integrations": "obs_7dc5a703c79e1c5c9a1406d5", "integration_fingerprint": "obs_8bb2177c7410eccf9a84fb65", "deployment_models": "obs_0c84f0058726dda994438a1f", "extensibility": "obs_5ebe9a3604512f0c0129393c" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-10-07" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1493, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.4", "last_release_at": "2026-09-25T09:01:04Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.4", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-10-08T05:15:53.503430Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_e141bd10bc0622127200ea09", "version": "obs_eb28161379a25268ac0e5b2c", "last_release_at": "obs_203ce67d2485abe80cc23725", "last_release_url": "obs_e10be77237b2d9fb7ddad34a", "pushed_at": "obs_6ddbba200d6715c30e63b9e5", "archived": "obs_530c60381ac49afa1699995e", "default_branch": "obs_42946ca021be39d903618502", "default_branch_updated_at": "obs_011657f2efbfd3129908764f", "maintenance_status": "obs_44bea862b78515c8211e5c6d", "momentum": "obs_4b268e800f0845f013de0f8a", "repository_topics": "obs_264c2455257ea579ae86c865", "integrations": "obs_0d84a90bd97033e1edc46318", "integration_fingerprint": "obs_ec3d1350e24f1575f1bc5152", "deployment_models": "obs_69eacfd58d0881d4f5ea33d5", "extensibility": "obs_ac562131772e2a3087e24176" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-10-08" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1497, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.4", "last_release_at": "2026-09-25T09:01:04Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.4", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-10-09T17:10:43.538271Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_78f9d3e6f89f9acc575ea179", "version": "obs_6680f037107fc526d15acca8", "last_release_at": "obs_16932505c5c67129417c959e", "last_release_url": "obs_af98be4dce1dc81297a4be2e", "pushed_at": "obs_2327ad79090c30a8400a5e34", "archived": "obs_65672239acef56b4898c8efa", "default_branch": "obs_8b15ebb7d8cf29e74e930121", "default_branch_updated_at": "obs_96244d914ac8e5f592c96ffc", "maintenance_status": "obs_f7448b42b7967f5e29afc846", "momentum": "obs_51111a8c8c886f852e777f6b", "repository_topics": "obs_f15946952ade11b8af3018fe", "integrations": "obs_7961b82d51eeac5b0691969f", "integration_fingerprint": "obs_ddc83b83f950eae523d4ee2d", "deployment_models": "obs_62d2db96f49210175a19a8af", "extensibility": "obs_99bb5637ef0f5ebfd673ea02" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-10-09" }, { "id": "gh:slothflowlabs/duckle", "score": 8.2, "popularity": 661.0, "stars": 1499, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 8.9, "open_source_build_quality": 8.4, "evidence": 8.0, "commercial_workflow_potential": 9.3, "setup_ease": 6.4 }, "tier": "Gold", "verdict": "try_now", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.7.4", "last_release_at": "2026-09-25T09:01:04Z", "last_release_url": "https://github.com/slothflowlabs/duckle/releases/tag/v0.7.4", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-10-10T17:09:29.745535Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_ad80310380ebf16005266a2a", "version": "obs_4311de641ba5a43622abdfaa", "last_release_at": "obs_0aabdf23b6ac70bb3d64b2a3", "last_release_url": "obs_df4c9741be2adf703b8c6153", "pushed_at": "obs_53372a75877411d08cbf93b6", "archived": "obs_70b352abad753ba58a23d2db", "default_branch": "obs_b3bdc57f9193bf268274c25d", "default_branch_updated_at": "obs_0579dfb68182448494e1921e", "maintenance_status": "obs_f77c52d2e9be5063cc56745a", "momentum": "obs_1d9831ae10088f67742c9cd4", "repository_topics": "obs_0a1a90ae02b1e783d168f123", "integrations": "obs_dd0778bc48cc3e0e58f27456", "integration_fingerprint": "obs_a5e4eebfd4e0586307bf2cea", "deployment_models": "obs_0b84a23c4748adbdd50caff8", "extensibility": "obs_0b929e1b51e7f5add6e61fb0" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-10-10" } ], "changes": [ { "id": "evt_c1640b943717daac0503", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-10-10T17:09:29.745535Z", "before": 1498, "after": 1499, "explanation": "Stars changed: 1498 → 1499.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_474788a87b99536c2e71", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-10-10T05:15:01.956756Z", "before": 1497, "after": 1498, "explanation": "Stars changed: 1497 → 1498.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_a3643b0760e8485d7ccd", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-10-09T17:10:43.538271Z", "before": 1496, "after": 1497, "explanation": "Stars changed: 1496 → 1497.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_8f2c97f380dcc6feb0b3", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-10-09T05:11:59.425720Z", "before": 1493, "after": 1496, "explanation": "Stars changed: 1493 → 1496.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_9c8c1e0e2ddf654739ed", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-10-08T05:15:53.503430Z", "before": 1489, "after": 1493, "explanation": "Stars changed: 1489 → 1493.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_03a407838f14418d8dd2", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-10-07T17:10:55.089768Z", "before": 1488, "after": 1489, "explanation": "Stars changed: 1488 → 1489.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_6febac4af0d58fb77bae", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-10-07T05:14:31.025401Z", "before": 1487, "after": 1488, "explanation": "Stars changed: 1487 → 1488.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_b25ebcb017fe8028b746", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-10-06T17:10:49.497470Z", "before": 1485, "after": 1487, "explanation": "Stars changed: 1485 → 1487.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_34382e407670a77e7ecd", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-10-06T11:51:05.323120Z", "before": 1478, "after": 1485, "explanation": "Stars changed: 1478 → 1485.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_e7d283bba1a645f1da93", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-10-05T17:12:19.837870Z", "before": 1350, "after": 1478, "explanation": "Stars changed: 1350 → 1478.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": true }, { "id": "evt_6ea99b6690c29f58f851", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-10-03T17:13:14.190776Z", "before": 1348, "after": 1350, "explanation": "Stars changed: 1348 → 1350.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_1076b8a352e9eec8c027", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-10-03T11:14:47.510417Z", "before": 1345, "after": 1348, "explanation": "Stars changed: 1345 → 1348.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_5dba352ee43047bc304d", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-10-02T13:49:49.476083Z", "before": 1343, "after": 1345, "explanation": "Stars changed: 1343 → 1345.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_c2d7cbea6bf8c306d4dc", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-10-01T17:20:20.713752Z", "before": 1338, "after": 1343, "explanation": "Stars changed: 1338 → 1343.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_8dc9a83969bc2d4097b1", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-29T17:08:16.498456Z", "before": 1336, "after": 1338, "explanation": "Stars changed: 1336 → 1338.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_c70f5ae2931d3c0b7322", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-29T05:09:59.243338Z", "before": 1333, "after": 1336, "explanation": "Stars changed: 1333 → 1336.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_5f8b2ccd0a028bf4518c", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-28T13:47:34.707135Z", "before": 1328, "after": 1333, "explanation": "Stars changed: 1328 → 1333.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_9a8eda3903f888845f05", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-27T01:47:58.533096Z", "before": 1326, "after": 1328, "explanation": "Stars changed: 1326 → 1328.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_a8674f5d17191f1ec2e4", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "version_changed", "occurred_at": "2026-09-25T13:50:57.994663Z", "before": "v0.7.3", "after": "v0.7.4", "explanation": "Version changed: v0.7.3 → v0.7.4.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_2234f3feeaedd4712dd2", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-25T13:50:57.994663Z", "before": 1323, "after": 1326, "explanation": "Stars changed: 1323 → 1326.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_f290cb343cd1c98a0d02", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-24T21:49:16.463298Z", "before": 1324, "after": 1323, "explanation": "Stars changed: 1324 → 1323.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_2c341226e9891d6cb7ef", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-24T05:09:18.096595Z", "before": 1322, "after": 1324, "explanation": "Stars changed: 1322 → 1324.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_4c8d60a71b8efe168636", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-23T19:48:29.703424Z", "before": 1314, "after": 1322, "explanation": "Stars changed: 1314 → 1322.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_9572fed601f1dab2edec", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-22T17:06:39.688103Z", "before": 1313, "after": 1314, "explanation": "Stars changed: 1313 → 1314.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_6d8e2c59138ed72dcdd2", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-21T21:47:01.452749Z", "before": 1312, "after": 1313, "explanation": "Stars changed: 1312 → 1313.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_4538a7b5457880e237b2", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-21T05:07:13.847315Z", "before": 1310, "after": 1312, "explanation": "Stars changed: 1310 → 1312.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_fda3e334e79c1fb5c6f7", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-19T17:06:40.081307Z", "before": 1309, "after": 1310, "explanation": "Stars changed: 1309 → 1310.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_7a0117ca23c8119dd312", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-19T07:48:56.009844Z", "before": 1307, "after": 1309, "explanation": "Stars changed: 1307 → 1309.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_7a8c99b7f63b0a331eaf", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-17T21:45:13.795340Z", "before": 1306, "after": 1307, "explanation": "Stars changed: 1306 → 1307.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_f3efd4616e92ab24a1c8", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-17T11:46:10.011992Z", "before": 1299, "after": 1306, "explanation": "Stars changed: 1299 → 1306.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_ab4cea24b7ce10f7a85d", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "version_changed", "occurred_at": "2026-09-17T11:46:10.011992Z", "before": "v0.7.2", "after": "v0.7.3", "explanation": "Version changed: v0.7.2 → v0.7.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_7ac81410c9c199714d66", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-15T11:46:09.382347Z", "before": 1296, "after": 1299, "explanation": "Stars changed: 1296 → 1299.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_15785678f4a70094419f", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-12T17:04:32.267494Z", "before": 1295, "after": 1296, "explanation": "Stars changed: 1295 → 1296.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_9808f002c62574566a2f", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-12T11:11:34.373380Z", "before": 1290, "after": 1295, "explanation": "Stars changed: 1290 → 1295.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_289d997f4d4a5b870360", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-11T09:31:02.897429Z", "before": 1277, "after": 1290, "explanation": "Stars changed: 1277 → 1290.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_bf25e13f9a79214cd06d", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-08T05:09:03.158117Z", "before": 1276, "after": 1277, "explanation": "Stars changed: 1276 → 1277.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_beea9f5af45d0444dc63", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-01T14:56:19.711844Z", "before": 1256, "after": 1257, "explanation": "Stars changed: 1256 → 1257.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_c66e407f0fd211c00b40", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "version_changed", "occurred_at": "2026-09-01T10:18:32.140826Z", "before": "v0.7.0", "after": "v0.7.1", "explanation": "Version changed: v0.7.0 → v0.7.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_910c724d67132d4777df", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-09-01T10:18:32.140826Z", "before": 1250, "after": 1256, "explanation": "Stars changed: 1250 → 1256.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_932649d6e08bc084e43c", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-30T11:11:30.055674Z", "before": 1236, "after": 1250, "explanation": "Stars changed: 1236 → 1250.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_46c9cee0eb9771a4b31c", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-26T15:00:21.701507Z", "before": 1235, "after": 1236, "explanation": "Stars changed: 1235 → 1236.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_75bc891c946718987472", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-26T10:10:18.852167Z", "before": 1231, "after": 1235, "explanation": "Stars changed: 1231 → 1235.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_b6b302e4b51d8502ab82", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-26T06:10:20.542771Z", "before": 1230, "after": 1231, "explanation": "Stars changed: 1230 → 1231.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_8f45cc1dd3461c2fb668", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-21T10:18:14.478827Z", "before": 1143, "after": 1186, "explanation": "Stars changed: 1143 → 1186.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": true }, { "id": "evt_5e63655ad27b66bf4aef", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "version_changed", "occurred_at": "2026-08-21T10:18:14.478827Z", "before": "v0.6.1", "after": "v0.7.0", "explanation": "Version changed: v0.6.1 → v0.7.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator kubernetes self-hosted model context protocol model context pr", "material_mover": false }, { "id": "evt_4ba0bc8c95bbad2d575b", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-18T10:17:33.699174Z", "before": 1086, "after": 1143, "explanation": "Stars changed: 1086 → 1143.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator", "material_mover": true }, { "id": "evt_5ac0b623149ee19e8a96", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-17T10:17:27.783425Z", "before": 1017, "after": 1086, "explanation": "Stars changed: 1017 → 1086.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator", "material_mover": true }, { "id": "evt_e2f2b0ccd6a958328344", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-14T12:38:50.215537Z", "before": 1014, "after": 1017, "explanation": "Stars changed: 1014 → 1017.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator", "material_mover": false }, { "id": "evt_e9ea31d4614dbc8423d5", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1021, "after": 1014, "explanation": "Stars changed: 1021 → 1014.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator", "material_mover": false }, { "id": "evt_48eb6d7c9cc63b6068ef", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-12T17:38:47.185822Z", "before": 1028, "after": 1021, "explanation": "Stars changed: 1028 → 1021.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator", "material_mover": false }, { "id": "evt_f48c5c8729d142a7ca0c", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "version_changed", "occurred_at": "2026-08-11T10:17:40.749121Z", "before": "v0.6.0", "after": "v0.6.1", "explanation": "Version changed: v0.6.0 → v0.6.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator", "material_mover": false }, { "id": "evt_5920516bced79d9ff20f", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-10T10:18:02.453550Z", "before": 1025, "after": 1028, "explanation": "Stars changed: 1025 → 1028.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator", "material_mover": false }, { "id": "evt_87e550541700184252ab", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-09T10:18:02.987681Z", "before": 1021, "after": 1025, "explanation": "Stars changed: 1021 → 1025.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator", "material_mover": false }, { "id": "evt_b4bec37934a48d35b090", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "integration_changed", "occurred_at": "2026-08-08T10:17:54.011012Z", "before": "Model Context Protocol", "after": "none recorded", "explanation": "Integration changed: Model Context Protocol → none recorded.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator", "material_mover": false }, { "id": "evt_93f3a809b25a9de952b2", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-08T10:17:54.011012Z", "before": 905, "after": 1021, "explanation": "Stars changed: 905 → 1021.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator", "material_mover": true }, { "id": "evt_71d770548ee663027e7a", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "version_changed", "occurred_at": "2026-08-08T10:17:54.011012Z", "before": "v0.5.9", "after": "v0.6.0", "explanation": "Version changed: v0.5.9 → v0.6.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator", "material_mover": false }, { "id": "evt_dbfcc28833f483ceff34", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "version_changed", "occurred_at": "2026-08-03T10:18:05.351909Z", "before": "v0.5.8", "after": "v0.5.9", "explanation": "Version changed: v0.5.8 → v0.5.9.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_89ae96ff84e1bf6bfd90", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-03T10:18:05.351909Z", "before": 903, "after": 905, "explanation": "Stars changed: 903 → 905.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_7200ae394b971946f497", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-02T10:17:50.427312Z", "before": 896, "after": 903, "explanation": "Stars changed: 896 → 903.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_fce29e3c93a2d890ac93", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-01T10:17:36.135498Z", "before": 895, "after": 896, "explanation": "Source-observed stars changed: 895 → 896. This reports the retained observation delta and does not infer why the upstream change occurred.", "explanation_scope": "source_observation_delta", "evidence_refs": { "after_observation_id": "obs_71974c4f627f0b4204551417", "after_observed_at": "2026-08-01T10:17:36.135498Z", "after_source_path": "repository.stargazerCount", "before_observation_id": "obs_e2f1417e608aa3ae80eb6f0b", "before_observed_at": "2026-08-01T00:55:12.768643Z", "before_source_path": "repository.stargazerCount", "entity_source_url": "https://github.com/slothflowlabs/duckle", "extractor_version": "github-observer-v2", "field": "stars", "source_url": "https://api.github.com/graphql" }, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_1fe10d46d51b6b0c8223", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-07-29T10:17:05.832710Z", "before": 878, "after": 881, "explanation": "Stars changed: 878 → 881.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_d01b08018702591b7110", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "version_changed", "occurred_at": "2026-07-28T10:17:34.274766Z", "before": "v0.5.7", "after": "v0.5.8", "explanation": "Source-observed version changed: v0.5.7 → v0.5.8. Associated release timestamp: 2026-07-25T07:17:59Z → 2026-07-28T08:36:03Z. This reports the retained observation delta and does not infer why the upstream change occurred.", "explanation_scope": "source_observation_delta", "evidence_refs": { "after_last_release_at_observation_id": "obs_1f5b9ad54d1caa0cfedd6c1b", "after_last_release_url_observation_id": "obs_7489661cf41e2024035fed19", "after_methodology_version": "github-release-resolution-v1", "after_observation_id": "obs_75db4d0e07472dd614ef0622", "after_observed_at": "2026-07-28T10:17:34.274766Z", "after_source_path": "repository.releases.nodes[0].tagName/name", "before_last_release_at_observation_id": "obs_9b76815b818890d3a583a43a", "before_last_release_url_observation_id": "obs_0e2f7cc579a45dd1b862ee58", "before_methodology_version": "github-release-resolution-v1", "before_observation_id": "obs_d7d4be4ef4ce428ea79ea0ff", "before_observed_at": "2026-07-28T07:11:06.213377Z", "before_source_path": "repository.releases.nodes[0].tagName/name", "entity_source_url": "https://github.com/slothflowlabs/duckle", "extractor_version": "github-observer-v2", "field": "version", "source_url": "https://api.github.com/graphql" }, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_7c338da6f1fb4c3982fe", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-07-28T10:17:34.274766Z", "before": 879, "after": 878, "explanation": "Source-observed stars changed: 879 → 878. This reports the retained observation delta and does not infer why the upstream change occurred.", "explanation_scope": "source_observation_delta", "evidence_refs": { "after_observation_id": "obs_9e2f135f5d334c83ac8bf3e4", "after_observed_at": "2026-07-28T10:17:34.274766Z", "after_source_path": "repository.stargazerCount", "before_observation_id": "obs_558dc95eabdb18bd108b9042", "before_observed_at": "2026-07-28T07:11:06.213377Z", "before_source_path": "repository.stargazerCount", "entity_source_url": "https://github.com/slothflowlabs/duckle", "extractor_version": "github-observer-v2", "field": "stars", "source_url": "https://api.github.com/graphql" }, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_90e5624ba679ead54971", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-07-28T07:11:06.213377Z", "before": 815, "after": 879, "explanation": "Stars changed: 815 → 879.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator self-hosted model context protocol model context protocol", "material_mover": true }, { "id": "evt_34ca18f6592197322636", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "version_changed", "occurred_at": "2026-07-28T07:11:06.213377Z", "before": "v0.5.5", "after": "v0.5.7", "explanation": "Version changed: v0.5.5 → v0.5.7.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_fde197875392d8bb84b2", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-07-17T09:45:55.725732Z", "before": 783, "after": 815, "explanation": "Stars changed: 783 → 815.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator self-hosted model context protocol model context protocol", "material_mover": true } ] }