Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
blue-team
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
blue-team
Best first install candidate based on install readiness and adoption.
Freshest repo
blue-team
Most recent maintenance signal among this shortlist.
| Signal | blue-team Use when the user has concrete failing cases in code or a guardrail/classifier/filter/prompt/API they own — a red-team failure catalogue OR a CI/CD test-failure report (failing pytest/JUnit tests) — and wants the target patched until those failures are closed without breaking what already works. It points straight at the failed cases (normalize any source with tools/ingest.py), fixes one root-cause class per iteration, and re-checks with tools/verify.py — oracle mode against a red-team oracle, or tests mode against the test suite — keeping a patch only if it closes a class while nothing that passed before regresses, else reverting; loops until every class is closed (dry) or the budget runs out, then opens a pull request with the patch set. The defensive fixer half of a find→fix setup. Not for discovering new failures (that is red-team), and not for editing the oracle, tests, or holdout that define ground truth. |
|---|---|
| Quality | 63/100 Promising |
| Decision verdict | 62/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 163 stars Verified outcomes are shown on each skill page |
| Freshness | Jun 30, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | The skill relies on user-provided commands (oracle_cmd, test_cmd) which could be misconfigured, but this is expected and not a security flaw. · No OpenAgentSkill engagement data yet |
| Best for |
| Research agents workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add gaasher/Agent-Loop-Skills --skill blue-team |