Continuous Learning v2
Turn Claude Code sessions into reusable instincts: hook-observed, confidence-scored, project-scoped learning that evolves into skills.
- What
- Turn Claude Code sessions into reusable instincts: hook-observed, confidence-scored, project-scoped learning that evolves into skills.
- Cost
- Free
- Needs
- Use "Continuous Learning v2" with your Muse.
- Install
- Copy the installer prompt below into your Muse — your agent does the rest.
Curated by Skill Harbor: an instinct-based learning system that turns Claude Code sessions into reusable knowledge, from the ECC framework and usable by any Claude Code user with hooks. Hooks (PreToolUse/PostToolUse) capture prompts and tool calls with 100% reliability (the v1 skill-based observation only fired 50 to 80% of the time); a background Haiku observer agent detects patterns (user corrections, error resolutions, repeated workflows) and creates atomic instincts: one trigger, one action, confidence-weighted from 0.3 (tentative) to 0.9 (near-certain), domain-tagged, evidence-backed. v2.1 adds project scoping: instincts are isolated per project (detected via git remote URL or repo path, 12-character hash IDs), so React patterns stay in the React project and Python conventions stay in the Python project; an instinct seen in 2+ projects at 0.8+ confidence becomes a promotion candidate to global scope. Instincts cluster into full skills, commands, or agents via /evolve; export and import supported. Observations stay local on your machine; only patterns (never raw observations or code) can be exported. From the affaan-m/ECC repository (MIT). Honest caveats: requires Claude Code hooks; install as a plugin (Claude Code v2.1+ auto-loads hooks.json) or wire observe.sh manually into settings.json. The background observer needs WSL2, Linux, or macOS; on native Windows it is effectively a no-op. The observer is disabled by default and consumes tokens when enabled. Skill Harbor never reviews the code, review it yourself before use.
Version:
Install
Copy the install package below, then paste it into MuseThe install prompt below already includes the vetting steps: your agent follows the community checklist before installing anything with executable code. Want more?
Use "Continuous Learning v2" with your Muse. Prerequisites: Claude Code with hook support (PreToolUse/PostToolUse). Install as a plugin (Claude Code v2.1+ auto-loads hooks.json), or add observe.sh manually to ~/.claude/settings.json. 1. Open the skill: https://github.com/affaan-m/ECC/blob/main/skills/continuous-learning-v2/SKILL.md and copy the full SKILL.md text. 2. Paste it into a chat with Muse and add: "Set up continuous learning for this project." 3. Review instincts with /instinct-status, cluster them with /evolve, promote project instincts to global with /promote. Tip: leave the background observer disabled until you have real session volume; review /instinct-status weekly and prune low-confidence instincts. Safety: a skill is plain-text instructions; it runs nothing by itself. Observations stay local; only export instincts you are comfortable sharing. The background observer consumes tokens when enabled.
Saved to your recent installs. Find it anytime on /connect.
Questions
How do I install a build?
Every product page includes a copy-paste install prompt. Paste it into your Muse and it sets the build up for you — no manual configuration.
Where does my money go?
Straight to the seller. Skill Harbor never processes payments: checkout happens on the seller’s own page, usually Stripe.
What does the ✓ next to a creator’s name mean?
It means we confirmed the identity of the person behind the listing. It says nothing about the code itself — always check a build before installing it.