session-analyzer

Analyze Claude Code session logs to verify compliance with SKILL.md specifications.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/ab180/claude-camp --skill session-analyzer-ab180
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: session-analyzer
Source: https://github.com/ab180/claude-camp/tree/main/session-analyzer
Command: npx skills add https://github.com/ab180/claude-camp --skill session-analyzer-ab180

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides post-hoc validation of Claude Code sessions by comparing actual agent, hook, and subagent behavior, artifacts, and outcomes against the SKILL.md specification to ensure compliance.

Core Features & Use Cases

  • Workflow validation: Verify that the executed session followed the defined sequence of subagents, hooks, and tool calls.
  • Artifact auditing: Confirm creation and cleanup of drafts, plans, and other artifacts per SKILL.md.
  • Report generation: Produce a structured, human-readable session analysis report highlighting deviations and verifications.
  • Use Case: QA engineers can audit a finished session to confirm bug-free execution and proper adherence to the skill's requirements.

Quick Start

Run a post-hoc session review by selecting a session and target SKILL.md to generate a report of expected vs actual behavior.

Frequently Asked Questions about session-analyzer

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

FAQPage Schema
How do I validate a completed Claude Code session against its SKILL.md specification?

To validate a completed Claude Code session, run a post-hoc session review that extracts subagent calls and hook events, compares them to the target SKILL.md expectations, and reports deviations with a clear verdict.

What does post-hoc session analysis check for in agent and hook interactions?

Post-hoc session analysis checks agent, hook, and subagent behavior by comparing actual log traces, drafts, plans, and reviewer outcomes against the SKILL.md specification to confirm correct execution and proper compliance.

How can I verify that subagent calls and hook events followed the correct workflow?

You can verify subagent calls and hook events by extracting them from session artifacts and comparing them to the defined sequence in the SKILL.md specification, which generates a structured report highlighting any workflow deviations.

Can I audit draft and plan artifacts to confirm they were created and cleaned up properly?

Yes, you can audit draft, plan, and other artifacts from the completed session to confirm their creation and cleanup occurred exactly as required by the SKILL.md specification.

What is the best way to generate a session analysis report for QA auditing?

The best way to generate a QA session analysis report is to select a finished session and target SKILL.md, which produces a structured, human-readable report of expected versus actual behavior to confirm bug-free execution.

Does session validation work without any external dependencies or modules?

Yes, session validation operates independently without external dependencies, using only internal scripts and references to analyze session artifacts and verify compliance with the SKILL.md specification.