/experiment-audit
Use this skill for scientific and ML-research reasoning work — evaluating experimental claims, auditing training runs or ablations, checking whether a statistical claim holds up, assessing reproducibility, reconciling contradictory results, reviewing a paper's methodology or
shell
$ npx -y skills add SreeDharshan-GJ/experiment-audit --skill experiment-audit --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/experiment-audit
Context preview
The summary Claude sees to decide when to auto-load this skill.
Use this skill for scientific and ML-research reasoning work — evaluating experimental claims, auditing training runs or ablations, checking whether a statistical claim holds up, assessing reproducibility, reconciling contradictory results, reviewing a paper's methodology or
Ships withexperiment-audit
Scientific Research Reasoning Engine for analyzing experimental evidence, evaluating scientific claims, and generating structured research reports.
Get the whole plugin, auto-invoked