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agent-audit

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Lean agent audits to strip cruft.

Software Engineering#audit#LLM#instrumentation#ablation#eval#lean-design#agent-optimization
AuthorElliotJLT
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill identifies load-bearing components in an LLM agent and eliminates cruft to produce a lean, functional core.

Core Features & Use Cases

  • Instrumentation and measurement: capture tool usage, context, and control flow to reveal actual usage.
  • Ablation and verification: run controlled removals of components and validate with an eval suite.
  • Refactoring readiness: supports reviewing, inheriting, and restructuring agents for production deployments.

Quick Start

  • Run an instrumentation pass on an existing agent to collect baseline metrics.
  • Conduct an ablation test on a low-risk component and compare results against the baseline eval.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: agent-audit
Download link: https://github.com/ElliotJLT/Claude-Skill-Potions/archive/main.zip#agent-audit

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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