Bug triage & fixing

The top-rated launch-quality Bug triage & fixing skill for AI agents is sts-feedback-diagnosis (grade B), followed by bug-reproducer and dev-bugfix. Skillspace rates 682 Bug triage & fixing skills; 60 are launch-quality.

Carries a reported bug, ticket, or issue through triage, reproduction, the code fix and its regression test, to a pull request or a written bug report.

Launch-quality skills first, then by grade, then by our Skill Score, which adds judge reviews, test results, GitHub stars and adoption.

  1. sts-feedback-diagnosis B
  2. bug-reproducer B
  3. dev-bugfix B
  4. create-fix-pr B
  5. bug-remediation-architect C
  6. a2ui-remediate-problem C
  7. reproduce-frontend-bug C
  8. mps-bugfix C
  9. prp-issue C
  10. remediate-failures C
  11. reversa-debugger C
  12. filing-bug-reports C
  13. ha-self-diagnosis C
  14. issue-report-report-template C
  15. health-bugs C
  16. fix-suggester C
  17. resolve-issues C
  18. isolate-accuracy-fix C
  19. military-technician C
  20. special-gaslight-driven C
  21. 08-debug C
  22. report C
  23. greater-restoration C
  24. oad/debug C
  25. dverity-repair C

Frequently asked questions

What is the best Bug triage & fixing skill for AI agents?

The top-rated launch-quality Bug triage & fixing skill for AI agents is sts-feedback-diagnosis (grade B), followed by bug-reproducer and dev-bugfix. Skillspace rates 682 Bug triage & fixing skills; 60 are launch-quality.

How does Skillspace rate Bug triage & fixing skills?

Skillspace grades every Bug triage & fixing skill from A to F with a published scoring engine that reads the skill's SKILL.md: architecture and maturity make the score, and a security scan can cap it. In crowded categories, a judge model also compares the strongest contenders side by side, and some skills are tested head-to-head on real tasks against other skills in the same category (including a deliberately weak one) and a no-skill baseline. Launch-quality skills are graded A to C with a clean safety verdict, and not excluded by a quality filter: the filters catch skills our model's safety screen flags for prompt injection, guardrail bypass, harmful content or credential exposure; test fixtures and attack benchmarks; skills written only for the repository they live in; templates and stubs; and near-duplicate variants and copies of other skills. Ratings were last updated on 24 September 2026; the full method is on the methodology page.

Are Bug triage & fixing skills safe to install?

Of the 682 Bug triage & fixing skills Skillspace rates, 645 passed its safety scan and 37 are flagged: 7 for review, 22 as risky and 8 as unsafe. Each skill's page shows its safety verdict. A pass is not a guarantee: the scan reads only the skill's SKILL.md, not the scripts or other files it ships, and looks for patterns such as piping a remote script into a shell, reading credentials or hiding actions from the user. Skills are third-party code that Skillspace indexes but does not host or endorse, so read a skill's source on GitHub before you install it.

Skillspace indexes and rates skills; it does not host or endorse them. Run third-party skills at your own risk.