Item detail
github.com

Untrivial-ai/agent-orchestrator

Untrivial-ai/agent-orchestrator is a developer tool in RepoRadar's Agent Infrastructure section, holding Gold tier and a 'try now' verdict. Its strongest signal is workflow potential, scored 10.0 out of 10.

Score8.6
Popularity9.4
Risknone
TierGold
Score breakdown
Usefulness9.0
Novelty7.0
Momentum9.0
Maturity6.9
Open-source/build8.4
Evidence7.2
Workflow potential10.0
Setup ease8.8

Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.

Why it matters

Useful for engineering teams who run more than one AI coding agent at once and want a single supervisor to handle CI failures, merge conflicts, and review comments without anyone watching each worktree, for platform teams who want to standardize agent CI feedback across Claude Code / Codex / Aider / OpenCode / Cursor / Qwen / Copilot plugins under one daemon, and for anyone evaluating a real

Where this stands now

Untrivial-ai/agent-orchestrator ranks #5 of 1507 tracked Agent Infrastructure items by composite score (8.6 against a section median of 4.5). The section currently carries 1419 Bronze, 57 Silver, 31 Gold. RepoRadar has retained observations for this record since 2026-08-12 (59 days in the current window). Signal extremes versus the section: momentum at the 100th percentile; novelty at the 95th percentile.

Who should use it

engineering teams who run more than one AI coding agent at once and want a single supervisor to handle CI failures, merge conflicts, and review comments platform teams who want to standardize agent CI feedback across Claude Code / Codex / Aider / OpenCode / Cursor / Qwen / Copilot plugins under one daemon anyone evaluating an Apache-2.0 alternative to PaaS-managed agent orchestration that still works on a local machine with a desktop app and update channel

Who should skip it

Move on from Untrivial-ai/agent-orchestrator if the licensing terms, language support, or platform requirements do not fit your project.

About this signal

Untrivial-ai/agent-orchestrator is tracked by RepoRadar as a developer tool in the Agent Infrastructure section. First seen 2026-08-12; the source record was last checked on 2026-08-12. The current verdict is 'try now' with a Gold tier and easy setup difficulty. Untrivial-ai/agent-orchestrator leads on workflow potential (10.0) and practical usefulness (9.0); its lowest signal is maturity (6.9), so factor that in before investing setup time. This page summarizes the public evidence on the linked source page and states where additional review is still needed.

How this item is evaluated

The Untrivial-ai/agent-orchestrator record combines a 8.6/10 composite score with separate popularity (9.4), risk (none), and setup (easy) signals. See the scoring methodology for the current weights and evidence definitions.

Putting this into practice? Read How to vet an AI agent or MCP server before you wire it in for the checklist behind this score.

Risk explanation

No inherent user-impacting risk is flagged from the captured evidence.

Evidence links
Closest alternatives / related signals
agent-orchestration ai-coding claude-code codex aider opencode cursor multi-agent
Verification record

What RepoRadar actually verified

Discovered

Automated discovery and source capture. Last checked 2026-10-10T17:09:29.745535Z.

No editorial or hands-on review is claimed. This record remains at Discovered.

Verification sources

Longitudinal intelligence

How this decision record is moving

Raw history JSON →

47 dated snapshots retained from 2026-08-12 through 2026-10-10; see the snapshot index for explicit coverage gaps. Stars, version, release, pricing, integration, risk, maintenance, verdict, score, and momentum fields remain explicit even when a source has not reported them. Repository momentum is a normalized 0–10 RepoRadar signal; GitHub stars appear only where the popularity monitor retained exact timestamped observations.

RepoRadar score8.6 current · +0.0 net
Repository momentum9.0 current · +0.0 net
GitHub stars (observed)13,038 current · +3,604 net
GitHub stars13,038 exact observation
Versionv0.13.7
Last release2026-10-10T12:40:55Z
MaintenanceActive
Current riskNone
Current verdictTry now
Pricing baselineNo structured commercial pricing baseline
Pricing checkedNot applicable or not recorded
Pricing freshnessNo dated commercial pricing review
Integrations baselineClaude Code

Recent dated points

DateScoreMomentumStarsRiskVerdictMaintenance
2026-10-108.69.013,038NoneTry nowActive
2026-10-098.69.012,995NoneTry nowActive
2026-10-088.69.612,883NoneTry nowActive
2026-10-078.69.012,867NoneTry nowActive
2026-10-068.69.012,834NoneTry nowActive
2026-10-058.69.612,784NoneTry nowActive
2026-10-038.69.012,671NoneTry nowActive
2026-10-028.69.012,606NoneTry nowActive
2026-10-018.69.012,594NoneTry nowActive
2026-09-308.69.012,542NoneTry nowActive
2026-09-298.69.012,526NoneTry nowActive
2026-09-288.69.612,467NoneTry nowActive

Why the record changed

Stars change

Stars changed: 13014 → 13038.

Version change

Version changed: v0.13.7-nightly.202610100346 → v0.13.7.

Version change

Version changed: v0.13.6-nightly.202610091638 → v0.13.7-nightly.202610100346.

Stars change

Stars changed: 12995 → 13014.

Version change

Version changed: v0.13.5 → v0.13.6-nightly.202610091638.

Stars change

Stars changed: 12956 → 12995.

Stars change

Stars changed: 12883 → 12956.

Version change

Version changed: v0.13.5-nightly.202610080138 → v0.13.5.

Version change

Version changed: v0.13.5-nightly.202610071142 → v0.13.5-nightly.202610080138.

Stars change

Stars changed: 12867 → 12883.

Version change

Version changed: v0.13.4-nightly.202610070318 → v0.13.5-nightly.202610071142.

Stars change

Stars changed: 12852 → 12867.