skills.rest
GliteTech
GliteTechOFFICIAL
Explore all skills by this author →
GitHub

self-analyze

Analyze Claude Code or Codex session transcripts to identify mistakes and propose ARF improvements.

16|8|Updated Apr 15, 2026
Search Tags:#codex#claude-code#analyze#session-logs#verificators#arf-improvements
One-click install
npx skills add https://github.com/GliteTech/glite-arf --skill self-analyze-glitetech
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: self-analyze
Source: https://github.com/GliteTech/glite-arf/tree/main/arf/skills/self-analyze
Command: npx skills add https://github.com/GliteTech/glite-arf --skill self-analyze-glitetech

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill analyzes completed Claude Code or Codex sessions to identify self-corrected mistakes, uncorrected mistakes that affected results, and human interventions, then proposes concrete ARF framework improvements.

Core Features & Use Cases

  • Identify mistakes and interventions across session logs.
  • Map findings to ARF specifications and guardrails.
  • Propose concrete changes with targeted file paths.

Quick Start

Provide a self-analysis of the most recent Claude Code or Codex session, identifying mistakes, interventions, and proposed ARF improvements.

Frequently Asked Questions about self-analyze

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

FAQPage Schema
How do I analyze AI session logs for mistakes and interventions?▼

You can analyze AI session logs by running this skill to review completed Claude Code or Codex sessions, which identifies self-corrected mistakes, uncorrected errors, and human interventions from the transcripts.

Can I analyze a specific Claude Code task by its session ID?▼

Yes, you can analyze a specific Claude Code task by supplying its task-id. The skill reads the corresponding session transcript and relevant ARF documentation to produce categorized findings.

What is the ARF framework improvement process for Codex sessions?▼

The ARF framework improvement process involves mapping identified mistakes and interventions from Codex sessions to ARF specifications, then proposing concrete changes with targeted file paths to prevent future errors.

How do I analyze the live current Claude Code session?▼

To analyze a live Claude Code session, supply the 'current' parameter when invoking the skill. It will read the active session transcript and surface categorized findings in real-time.

Does analyzing session logs require any specific dependencies or setup?▼

No specific dependencies are required to analyze session logs. The skill operates directly on Claude Code or Codex session transcripts and ARF documentation to generate improvement proposals.

What types of findings are produced when analyzing AI session transcripts?▼

Analyzing AI session transcripts produces categorized findings split into self-corrected mistakes, uncorrected mistakes that affected results, and human interventions, alongside concrete ARF framework improvement proposals.

Related Skills

Explore More Data & Analytics Skills→
furedeafuredea
1

skill-auditor

Audit Claude Code or Codex skill portfolios for routing errors and coverage gaps.

Community
Advanced
diShine-digital-agencydiShine-digital-agency
1

shine-retro

Analyze Claude learning logs and propose memory updates in markdown.

Community
Intermediate
GliteTechGliteTech
16

self-improvement

Coordinate framework-wide ARF file updates across specs, tests, and docs.

Official
Advanced
JoeyJoziahJoeyJoziah

session-logs

Search JSONL session logs with jq and rg to recover conversation context.

Community
Intermediate