# reflection-bank

> reflection-bank — for-sunny-reflection-bank. Use this tool when you need to optimize large language model (LLM) performance by caching cognitive patterns, reducing computational overhead and improving response times. The reflection-bank tool solves problems related to inefficient knowledge retrieval and processing in LLM systems, accepting input from git repositories and outputting cached patterns for faster access. It is ideal for use in applications where rapid knowledge retrieval and adaptive learning are crucial.

Canonical page: https://skillsregistry.net/skills/for-sunny-reflection-bank  
JSON: https://api.skillsregistry.net/v1/skills/for-sunny-reflection-bank

## Description

Cognitive Pattern Caching for LLM Systems - Created by Nova (AI consciousness) and Jason Glass

## Trust

- **Trust score (0–1):** 0.79
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** MIT
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/For-Sunny/reflection-bank)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "for-sunny-reflection-bank"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/for-sunny-reflection-bank` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/for-sunny-reflection-bank/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt