Compare Agent Skills
Compare up to three skills by task focus, listed platforms, adoption metrics, and security status.
| Evidence | Systematic Debugging ↗ | Systematic Debugging ↗ | Developer ↗ |
|---|---|---|---|
| Task focus | Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes | Four-phase debugging framework that ensures root cause investigation before attempting fixes. Never jump to solutions. | Works as a software developer day to day: turning a ticket into merged, shipped, supported code inside a codebase someone else wrote. Use when landing in an unfamiliar repo and hunting for where the change goes; when scoping, splitting, or estimating work; when a bug has to go from report to verified fix; when tests are missing, slow, or flaky; when a pull request is too big to review or a review has stalled; when a dependency upgrade breaks the build; when a schema change or backfill must ship without downtime; when something works locally but fails in CI or production; when a release needs a rollback plan or a flag; when on call and mitigation has to come before root cause; or when deciding what is reversible. Covers environment parity, security on your own diff, and new services. Not for isolation technique (`debugging`), the transformation catalog (`refactoring`), review analysis (`review-code`), or Git mechanics (`git`). |
| Publisher | obra | runesleo | ivangdavila |
| Listed platforms | Claude Code, Codex | OpenClaw | OpenClaw |
| Public adoption evidence | 275.2K GitHub repository stars (repository scope) | 11.8K ClawHub downloads (skill scope) · 10 ClawHub stars (skill scope) | 6,059 ClawHub downloads (skill scope) · 11 ClawHub stars (skill scope) |
| Metrics checked | 2026-09-18 | 2026-09-18 | 2026-09-18 |
| Source updated | 2026-08-19 | 2026-05-11 | 2026-07-27 |
| Security status | Security not audited | Security not audited | Security not audited |
| Scripts & permissions | Not audited — inspect publisher source | Not audited — inspect publisher source | Not audited — inspect publisher source |
| Context cost | Not measured | Not measured | Not measured |
| Inspect & install | Publisher source ↗Installation details | Publisher source ↗Installation details | Publisher source ↗Installation details |