# researchkb-agent-memory

> researchkb-agent-memory — drongzzz0-researchkb-agent-memory. Use this tool when you need to manage and track research progress, storing literature evidence, experiment runs, and failure cases with provenance and effectiveness metrics. It provides a local-first agent memory with a read-only server for AI models like Codex, Claude Code, and Cursor, integrating with git for version control. Ideal for researchers and developers seeking to organize and quantify their research efforts.

Canonical page: https://skillsregistry.net/skills/drongzzz0-researchkb-agent-memory  
JSON: https://api.skillsregistry.net/v1/skills/drongzzz0-researchkb-agent-memory

## Description

Local-first agent memory for research: literature evidence, experiment runs, and failure cases with provenance contracts, quantified effectiveness metrics, and a read-only MCP server for Codex, Claude Code, and Cursor.

## Trust

- **Trust score (0–1):** 0.82
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

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

## Source

- **Source listing:** [GitHub](https://github.com/drongzzz0/researchkb-agent-memory)

## 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": "drongzzz0-researchkb-agent-memory"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/drongzzz0-researchkb-agent-memory` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/drongzzz0-researchkb-agent-memory/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