Evidence-driven ML repository verification skill. Treats every Claude Code claim as a hypothesis to test, not a statement to trust. Runs staged audits (quick / standard / forensic) across code executability, data reality, training authenticity, and metric validity. Produces claim verdicts, findings JSON, evidence manifest, and a human-readable audit report. Use before merging ML code, before model releases, or whenever AI-generated code claims need independent verification. Triggers on: "audit ml repo", "verify claims", "audit this repo", "check training is real", "verify metrics", "run quick audit", "run standard audit", "forensic audit", "hallucination check", "evidence-driven audit", "verify model training".
EnglishPrepares the standup draft for supervisor meetings by drafting the Non-Technical Summary and producing a clean presentation-ready copy. Triggered by: "prep standup", "prepare standup", "prepare for standup", "get ready for supervisor meeting", "before supervisor meeting".
English
AGENT SKILLS ATLASIncludes Ml Audit Repo and Standup Prep.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Ml Audit Repo
Evidence-driven ML repository verification skill. Treats every Claude Code claim as a hypothesis to test, not a statement to trust. Runs staged audits (quick / standard / forensic) across code executability, data reality, training authenticity, and metric validity. Produces claim verdicts, findings JSON, evidence manifest, and a human-readable audit report. Use before merging ML code, before model releases, or whenever AI-generated code claims need independent verification. Triggers on: "audit ml repo", "verify claims", "audit this repo", "check training is real", "verify metrics", "run quick audit", "run standard audit", "forensic audit", "hallucination check", "evidence-driven audit", "verify model training".
Standup Prep
Prepares the standup draft for supervisor meetings by drafting the Non-Technical Summary and producing a clean presentation-ready copy. Triggered by: "prep standup", "prepare standup", "prepare for standup", "get ready for supervisor meeting", "before supervisor meeting".
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Ml Audit Repo skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- License details are not provided in these listings. Check the author’s terms before using the skills.