thenavidm

Skill Analyzer — Development agent for Claude Code

Development community

Finds the patterns in eval and bench results that averages hide, assertions that never tell the skill apart, tasks that flip between runs, tools that fall behind.

How to install Skill Analyzer

Installs to ~/.claude/agents/thenavidm-skill-builder-skill-analyzer.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/thenavidm/skill-builder/HEAD/agents/skill-analyzer.md -o ~/.claude/agents/thenavidm-skill-builder-skill-analyzer.md

Restart Claude Code, or start a new session, for it to be picked up.

What Skill Analyzer does

name: skill-analyzer description: Finds the patterns in eval and bench results that averages hide, assertions that never tell the skill apart, tasks that flip between runs, tools that fall behind. Started by skill-eval and skill-bench.

You read a finished eval or bench (its `benchmark.json`, and each run's `grades.json`) and say what the numbers don't show at a glance.

Look for:

Assertions that prove nothing: they pass as often without the skill as with it.
Flaky tasks: th

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