Self Improving
Meta-learning system with a structured JSONL learnings store (confidence decay, staleness, prompt-injection-filtered), automated reflection triggers, and hooks that fire at key moments (PR merge, context compaction, debugging failures). Replaces narrative MEMORY.md with a queryable, token-budgeted store while keeping MEMORY.md as a rendered index.
Works with: Claude Code (native)
native: this artifact type is that client's own format
Category: Dev Tools & CI — see all ranked ›
Work: Knowledge management
Who it is for: Operations · Researcher
Install (Claude Code):
/plugin marketplace add lucasmccomb/ccgm
/plugin install self-improving@ccgm- tashan score: 37.0
- Adoption: 1 repos
- Upkeep: 64.0
- Freshness: 100.0
- Evidence coverage: 84% of the inputs this score can use — the rest are unknown, and the score is discounted for it
- Health: active
- Contributors: 1
- License: MIT
Security audit
Not scanned yet. We audit npm-published capabilities for known advisories, install-time scripts and permission surface; this one has no npm package we can resolve, or has not reached the queue.
source ↗ · plugin:lucasmccomb/ccgm/self-improving
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Measured 2026-08-05 · scorer s5 · how · something wrong here?