continuous-learning-v2
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination. Use when capturing lessons from a session, managing instincts, or promoting them into skills, commands, or agents.
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Excerpt from the author’s documentation
Extracted from a fixed version of SKILL.md in its original language. This is the author’s documentation; installation, compatibility and runtime results have not been verified by this site.
Read the original English text
Topics in the source
- Continuous Learning v2.1 - Instinct
- When to Activate
- What's New in v2.1
- What's New in v2 (vs v1)
- The Instinct Model
- How It Works
- Project Detection
- Data Directory
Based Architecture An advanced learning system that turns your Claude Code sessions into reusable knowledge through atomic "instincts" - small learned behaviors with confidence scoring. v2.1 adds project-scoped instincts — React patterns stay in your React project, Python conventions stay in your Python project, and universal patterns (like "always validate input") are shared globally. Setting up automatic learning from Claude Code sessions Configuring instinct-based behavior extraction via hooks Tuning confidence thresholds for learned behaviors Reviewing, exporting, or importing instinct libraries Evolving instincts into full skills, commands, or agents Managing project-scoped vs global instincts Promoting instincts from project to global scope | Feature | v2.0 | v2.1 | |---------|------|------| | Storage | Global (/.claude/homunculus/) | Project-scoped (${XDGDATAHOME:-/.local/share}/ecc-homunculus/projects/ /) | | Scope | All instincts apply everywhere | Project-scoped + global | | Detection | None | git remote URL / repo path | | Promotion | N/A | Project → global when seen in 2+ projects | | Commands | 4 (status/evolve/export/import) | 6 (+promote/projects) | | Cross-project |
This is an excerpt. Refer to the complete source and its current requirements.
- Source repository
- affaan-m/ECC
- Source file
- skills/continuous-learning-v2/SKILL.md
- Fixed revision
- d2ef2680594f9a17526a6e1a2e18b3d242c5d17b
Requirements
- Only the author’s Skill metadata is included. Read the full instructions to check dependencies, licensing and conditions of use.
A small first task
先阅读原作者说明，再决定是否在自己的 AI 工具中使用。
Instructions for your AI tool
- Claude Desktop: resource-specific guide not available yet
- Claude Code: resource-specific guide not available yet
- Cursor: resource-specific guide not available yet
- Codex: resource-specific guide not available yet
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Author: affaan-m/ECC · original repository metadata. Documentation review: Not reviewed. Last source check: 2026-11-09T15:01:43.555Z.
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License and attribution
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