Item detail
github.com

mitkox/stolen-thoughts

RepoRadar surfaced mitkox/stolen-thoughts — a research project — into the Reasoning Trace Security section, where it sits at Silver tier with a 'research only' verdict. Its strongest signal is novelty, scored 10.0 out of 10.

Score8.8
Popularity0.2
Riskmedium
TierSilver
Score breakdown
Usefulness7.0
Novelty10.0
Momentum8.0
Maturity6.3
Open-source/build8.4
Evidence7.2
Workflow potential9.2
Setup ease6.4

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

Why it matters

Useful for AI red teams validating reasoning-leak mitigations, API providers reasoning about CoT exposure and encryption boundaries, and researchers benchmarking proprietary-reasoning trace protection.

Who should use it

AI red teams validating reasoning-leak mitigations API providers reasoning about CoT exposure and encryption boundaries researchers benchmarking proprietary-reasoning trace protection

Who should skip it

Avoid running mitkox/stolen-thoughts in production until you have reviewed its permissions, data-access scope, and failure modes in a sandbox.

About this signal

mitkox/stolen-thoughts is tracked by RepoRadar as a research project in the Reasoning Trace Security section. First seen 2026-08-12; the source record was last checked on 2026-08-12. The current verdict is 'research only' with a Silver tier and moderate setup difficulty. mitkox/stolen-thoughts leads on novelty (10.0) and workflow potential (9.2); its lowest signal is maturity (6.3), 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 mitkox/stolen-thoughts record combines a 8.8/10 composite score with separate popularity (0.2), risk (medium), and setup (moderate) signals. See the scoring methodology for the current weights and evidence definitions.

Putting this into practice? Read How to read AI benchmarks without getting fooled for the checklist behind this score.

Risk explanation

It is a documented attack surface against proprietary reasoning APIs; use only in controlled red-team environments with the provider's prior authorization, never against production APIs you do not own; It is research-grade code that documents an attack; downstream users must add their own guardrails before reusing the implementation in any customer-facing context.

Evidence links
Closest alternatives / related signals
research reasoning-traces exfiltration red-team mit proprietary-api side-channel
Verification record

What RepoRadar actually verified

Discovered

Automated discovery and source capture. Last checked 2026-08-13T19:31:03.163686Z.

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 →

2 dated snapshots retained from 2026-08-12 through 2026-08-13; 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 score8.8 current · +0.0 net
Repository momentum9.0 current · +1.0 net
GitHub stars (observed)Trend begins after a second recorded point.
GitHub stars35 exact observation
Versionv0.2.0
Last release2026-08-12T06:15:59Z
Maintenanceactive
Current riskmedium
Current verdictresearch only
Pricing baselineNo structured commercial pricing baseline
Pricing checkedNot applicable or not recorded
Pricing freshnessNo dated commercial pricing review
Integrations baselineNo structured integrations recorded

Recent dated points

DateScoreMomentumStarsRiskVerdictMaintenance
2026-08-138.89.035mediumresearch onlyactive
2026-08-128.88.0Not recordedmediumresearch onlysource activity not yet measured

Why the record changed

maintenance changed

Maintenance changed: source_activity_not_yet_measured → active.

version changed

Version changed: not recorded → v0.2.0.

new entity

Newly added to RepoRadar's decision catalog.