continuous-learning

Extract reusable patterns from Claude Code session transcripts into learned skills.

1|Updated Mar 18, 2026
One-click install
npx skills add https://github.com/xxih/ai-harness-zh --skill continuous-learning-xxih
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/xxih/ai-harness-zh/tree/main/references/translations/everything-claude-code/docs/zh-CN/skills/continuous-learning
Command: npx skills add https://github.com/xxih/ai-harness-zh --skill continuous-learning-xxih

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It removes the manual effort of reviewing Claude Code conversations to find repeatable solutions, automatically extracting useful patterns for future reuse.

Core Features & Use Cases

  • Session Evaluation: Triggers at the end of a Claude Code session to assess if enough messages are present.
  • Pattern Detection: Identifies error‑resolution, user‑correction, workaround, debugging‑technique, and project‑specific patterns.
  • Skill Extraction: Saves discovered patterns into ~/.claude/skills/learned/ for later recall.
  • Use Case: After a debugging session, the skill captures the troubleshooting steps and stores them as a reusable skill for future similar bugs.

Quick Start

Tell the skill to evaluate the most recent Claude Code session and extract any reusable patterns into your learned skills folder.

Frequently Asked Questions about continuous-learning

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

FAQPage Schema
How do I automatically extract reusable patterns from Claude Code session transcripts?

To automatically extract reusable patterns from Claude Code session transcripts, use this skill to run post-session analysis. It identifies repeatable solutions and saves them into a designated learned skills folder for future recall.

What types of debugging patterns can be automatically captured from Claude Code conversations?

Pattern detection automatically captures error-resolution, user-correction, workaround, debugging-technique, and project-specific patterns from Claude Code conversations, helping you build a persistent library of troubleshooting steps.

Do I need to configure anything before extracting learned skills from Claude Code sessions?

Yes, you need to configure session length thresholds, pattern detection rules, and a writable directory for storing learned skills before evaluating Claude Code sessions for reusable pattern extraction.

When does the skill evaluate a Claude Code session for continuous learning?

Session evaluation triggers at the end of a Claude Code session to assess if enough messages are present. This ensures only substantial conversations with viable repeatable solutions are processed for pattern extraction.

Where are the extracted reusable skills stored after post-session analysis?

Extracted reusable skills are saved directly into the `~/.claude/skills/learned/` directory. This stores your captured troubleshooting steps and project-specific patterns for later recall in similar future bugs.

Can I manually trigger pattern extraction on a completed debugging session?

Yes, you can instruct the skill to evaluate the most recent Claude Code session and extract any reusable patterns. It will analyze the completed conversation and save discovered patterns into your learned skills folder.