# 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.

## Facts
- Page: https://tashan.sh/capability/plugin-lucasmccomb-ccgm-self-improving
- tashan id: plugin:lucasmccomb/ccgm/self-improving
- Source: https://github.com/lucasmccomb/ccgm
- Type: plugin
- Category: devtools
- tashan score: 37.0 / 100
- Adoption: 7.0
- Upkeep: 64.0
- Freshness: 100.0
- Evidence coverage: 84% of the inputs this score can use
- Health: active
- Instruction depth: not yet graded
- License: MIT
- Official: no

## Install

```sh
/plugin marketplace add lucasmccomb/ccgm
/plugin install self-improving@ccgm
```

## Security audit
Not scanned. We audit npm-published capabilities; this one has no npm package we can resolve, or has not reached the queue. This is not a clean bill of health.

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Measured 2026-08-05 by tashan (https://tashan.sh) from public evidence. Scorer s5.