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knowledge-loop
matthews-wong ★ 2
This plugin builds a self-improving, folder-scoped knowledge loop that captures confidence-scored learnings from agents as they work, then automatically surfaces the most relevant past lessons at session start using hybrid TF-IDF + keyword search with recency decay and importance weighting. It also consolidates stale notes and evolves recurring lessons into draft reusable skills.
Install
> /plugin marketplace add matthews-wong/claude-code-plugins/tree/HEAD/plugins/knowledge-loop
> /plugin install knowledge-loop
Source: https://github.com/matthews-wong/claude-code-plugins/tree/HEAD/plugins/knowledge-loop
What it's made of
4 commands · 1 skill · 2 hooks
- Commands
- 4
- Agents
- 0
- Skills
- 1
- MCP servers
- 0
- Hooks
- 2 · SessionStart, Stop
What it needs & plugs into
- API keys
- none
- Paid services
- none detected
- External tools
sh- Talks to
- nothing external detected
Analyzed . Facts extracted from the plugin's files. Prose generated by claude-haiku-4-5-20251001.
Is this your plugin?
Claim it to keep the card accurate and enter the weekly contest. Requires signing in as the GitHub owner (matthews-wong).