Runtime diagnostics & profiling

The top-rated launch-quality Runtime diagnostics & profiling skill for AI agents is benchmarking-cairo (grade B), followed by dotnet-trace-collect and udf-optimize-cudf. Skillspace rates 995 Runtime diagnostics & profiling skills; 176 are launch-quality.

Gets evidence out of a running or crashed program — logs, stack traces, crash dumps, debuggers and breakpoints, live state and device inspection, tracing, and performance or memory profiling.

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

  1. benchmarking-cairo B
  2. dotnet-trace-collect B
  3. udf-optimize-cudf B
  4. ascend-profiling-collection B
  5. external-gitcode-ascend-ascend-profiling-anomaly B
  6. explore-hprof-leaks B
  7. trace-fixture-authoring-on-android-fcl B
  8. orbitdock-memory-profiling B
  9. performance-engineer B
  10. arkts-runtime-fix B
  11. jstall B
  12. code-observer B
  13. gdb B
  14. dataflow-spark-oom-troubleshooter B
  15. proxelar B
  16. cpp-performance-engineer B
  17. edge-fm-cuda-kernel-optimizer B
  18. qt-qml-profiler C
  19. memory-leak-debugging C
  20. debugging-code C
  21. argent-metro-debugger C
  22. debug-frontend-with-browser C
  23. rust-profiling C
  24. detect-ssr-leak C
  25. cli-anything-lldb C

Frequently asked questions

What is the best Runtime diagnostics & profiling skill for AI agents?

The top-rated launch-quality Runtime diagnostics & profiling skill for AI agents is benchmarking-cairo (grade B), followed by dotnet-trace-collect and udf-optimize-cudf. Skillspace rates 995 Runtime diagnostics & profiling skills; 176 are launch-quality.

How does Skillspace rate Runtime diagnostics & profiling skills?

Skillspace grades every Runtime diagnostics & profiling 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 Runtime diagnostics & profiling skills safe to install?

Of the 995 Runtime diagnostics & profiling skills Skillspace rates, 934 passed its safety scan with no flag from its model, and 61 are flagged: 12 for review, 29 as risky, 19 as unsafe and 1 as an attack benchmark. 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.