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Add audit-agent-skill#2

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realmarcin wants to merge 3 commits into
berkeleybop:mainfrom
realmarcin:audit-agent
Open

Add audit-agent-skill#2
realmarcin wants to merge 3 commits into
berkeleybop:mainfrom
realmarcin:audit-agent

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Adds a new skill for auditing local AI agent repositories against 2026 standards for Local-First Dual-Mode Agentic Systems.

What this skill does

Guides Claude through systematically assessing Python-based local AI agent repositories across 9 criteria:

Provenance & Reproducibility:

  • P1: Logging (structured session logs)
  • P2: Versioning (model version recording)
  • P3: Logic Trace (reasoning vs code separation)
  • P4: Data Snap (input data hashing)

Scientific Capability:

  • D1: Tooling (MCP server integration)
  • D2: Validation (ontology/DB checking)
  • D3: Discovery (error-correction loops)
  • D4: Context (RAG/context loading)

User Experience & Safety:

  • U2: Cleanup (temporary artifact removal)

Changes in latest commit

Addressed feedback from initial review:

  • Updated description to specify Python-based repositories
  • Added clear triggers for when to invoke the skill
  • Added Overview section defining "Local-First Dual-Mode Agentic System"
  • Clarified target audience (computational biology/scientific workflows)
  • Added explicit "When NOT to use" guidance
  • Expanded Usage section with specific examples

🤖 Generated with Claude Code

realmarcin and others added 3 commits February 17, 2026 19:59
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
… scope clarity

- Update description to specify Python-based local AI agent repositories
- Add clear triggers: "audit the repo", "check agent compliance", etc.
- Add Overview section defining "Local-First Dual-Mode Agentic System"
- Clarify target audience: computational biology/scientific workflows
- Add explicit "When NOT to use" guidance
- Expand Usage section with specific invocation examples

Addresses feedback:
1. Progressive disclosure: Description now includes WHAT (Python agents),
   WHEN (specific triggers), and WHO (scientific workflows)
2. Repository type: Explicitly states "Python-based" and provides context

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Move skill file into audit-agent-skill/ subdirectory as SKILL.md to
match the pattern used by other skills (e.g., github-repo-skill/).

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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