# agent-knowledge

> Use this tool when you need to enhance AI agents with long-term memory capabilities, compiling conversations into a structured knowledge base to solve problems related to information retrieval and contradiction detection. It takes in conversational data as input and outputs a comprehensive knowledge base with source provenance and append-only timeline. Ideal for use cases requiring accurate and efficient information retrieval, such as question answering and dialogue systems.

Canonical page: https://skillsregistry.net/skills/yucx-go-agent-knowledge  
JSON: https://api.skillsregistry.net/v1/skills/yucx-go-agent-knowledge

## Description

Long-term memory for AI agents. Compiles conversations into a structured knowledge base with Claim/Evidence model, source provenance, append-only timeline, and contradiction detection. Multi-path retrieval (Exact + BM25 + Graph + weighted RRF + reranker) — 96.6% R@5 on LongMemEval-S, zero vector dependencies.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ufmtrbj3bp)
- **Repository:** <https://github.com/yucx-go/agent-knowledge>

## 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": "yucx-go-agent-knowledge"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/yucx-go-agent-knowledge` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/yucx-go-agent-knowledge/pull`

---
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