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chetmancini
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analyze-config

Analyzes Agent Smith session metrics and generates tuning recommendations for Claude Code, Codex, OpenCode, and Pi.

Updated Mar 27, 2026
Search Tags:#reports#metrics#analyze#tuning#prompting#agent-smith
One-click install
npx skills add https://github.com/chetmancini/agent-smith --skill analyze-config
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: analyze-config
Source: https://github.com/chetmancini/agent-smith/tree/main/skills/analyze-config
Command: npx skills add https://github.com/chetmancini/agent-smith --skill analyze-config

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Analyze session metrics from Agent Smith and provide tuning recommendations to improve prompts, settings, and workflows.

Core Features & Use Cases

  • Automatically roll up and summarize metric data from recent sessions.
  • Generate concrete, actionable tuning recommendations for Claude Code, Codex, OpenCode, and Pi.
  • Produce a generated report that can be reviewed and applied to improve agent performance.

Quick Start

Run the analyze-config skill to generate tuning recommendations from the latest session metrics.

Frequently Asked Questions about analyze-config

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze Agent Smith session metrics to improve prompt tuning?▼

You can analyze Agent Smith session metrics by running the analyze-config skill, which rolls up recent session data and generates actionable tuning recommendations for prompts, settings, and workflows.

Can I diagnose agent performance across Claude Code, Codex, OpenCode, and Pi?▼

Yes, analyze-config works across Claude Code, Codex, OpenCode, and Pi environments to diagnose agent performance, validate configurations, and generate concrete improvements based on session metrics.

How do I generate tuning recommendations from recent agent sessions?▼

To generate tuning recommendations, run the analyze-config skill, which executes metrics-rollup.sh and analyze-config.sh scripts to summarize metric data and produce a report for review.

Does Agent Smith config analysis require explicit consent before running AI-assisted analysis?▼

Yes, the analyze-config skill resolves AGENT_SMITH_ROOT, runs the metrics rollup and analysis scripts, reads the generated reports, and only enables AI-assisted analysis after receiving explicit user consent.

What's the best way to validate agent configs and diagnose performance issues?▼

The best way to validate agent configs and diagnose performance is to run analyze-config, which automatically summarizes metric data from recent sessions and produces actionable tuning recommendations for your environment.

Why does my Agent Smith metrics rollup not produce actionable improvements?▼

If your metrics rollup lacks actionable improvements, ensure AGENT_SMITH_ROOT is properly resolved and that the metrics-rollup.sh and analyze-config.sh scripts complete successfully before reviewing the generated report.

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