continuous-learning
Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.
npx skills add vibeeval/vibecosystem --skill continuous-learning --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Continuous Learning Skill Automatically evaluates Claude Code sessions on end to extract reusable patterns that can be saved as learned skills. ## How It Works This skill runs as a **Stop hook** at the end of each session: 1. **Session Evaluation**: Checks if session has enough messages (default: 10+) 2. **Pattern Detection**: Identifies extractable patterns from the session 3. **Skill Extraction**: Saves useful patterns to `~/.claude/skills/learned/` ## Configuration Edit `config.json` to customize: ```json { "min_session_length": 10, "extraction_threshold": "medium", "auto_approve": false, "learned_skills_path": "~/.claude/skills/learned/", "patterns_to_detect": [ "error_resolution", "user_corrections", "workarounds", "debugging_techniques", "project_specific" ], "ignore_patterns": [ "simple_typos", "one_time_fixes", "external_api_issues" ] } ``` ## Pattern Types | Pattern | Description | |---------|-------------| | `error_resolution` | How specific errors were resolved | | `user_corrections` | Patterns from user corrections | | `workarounds` | Solutions to framework/library quirks | | `debugging_techniques` | Effective debugging approaches | | `project_specific` | Project-spec
- How It Works
- Configuration
- Pattern Types
- Hook Setup
- Why Stop Hook?
- Related
- Comparison Notes (Research: Jan 2025)
- vs Homunculus (github.com/humanplane/homunculus)
- Potential v2 Enhancements
What does the continuous-learning skill do?
Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.
How do I install it?
Run `npx skills add vibeeval/vibecosystem --skill continuous-learning --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From vibeeval/vibecosystem, a repository with 521 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.