win4r

Memory Lancedb Pro Codex — Productivity skill for Claude Code

Productivity community

Codex adaptation of memory-lancedb-pro with MCP plugin wrapper, repo skills, and AGENTS.md workflow.

How to install Memory Lancedb Pro Codex

This entry records only its repository, not the path inside it, so there is no exact command to give. Open win4r/memory-lancedb-pro-codex and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Memory Lancedb Pro Codex does

Codex adaptation of memory-lancedb-pro with MCP plugin wrapper, repo skills, and AGENTS.md workflow.

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README

memory-lancedb-pro-codex

Codex adaptation of [`memory-lancedb-pro`](https://github.com/win4r/memory-lancedb-pro).

This repository turns the original OpenClaw long-term memory engine into a Codex-oriented workflow with:

a Codex MCP server wrapper
repo-local plugin metadata
repo-local and user-local skills for /memory and $memory
AGENTS.md guidance so Codex recalls prior work before broad exploration and stores durable lessons after fixes

What Changed vs Upstream

Compared with the upstream `memory-lancedb-pro`, this repo adds a Codex-specific layer on top of the original LanceDB engine:

memory-lancedb-pro/codex/runtime-adapter.ts: Codex runtime bridge
memory-lancedb-pro/dist-codex/runtime/: compiled runtime used by the MCP wrapper
plugins/memory-lancedb-pro/: Codex plugin bundle with .codex-plugin/plugin.json, .mcp.json, icons, skill, and MCP entrypoint
.codex/skills/memory/: repo-local skill for explicit $memory and /memory
.agents/plugins/marketplace.json: repo-local plugin marketplace entry
AGENTS.md: repo-level memory workflow instructions

The runtime exposes these tools:

memory_health
memory_recall
memory_extract_and_store
memory_store
memory_update
memory_forget
memory_list
memory_stats

Repository Layout

.
├── memory-lancedb-pro/              # adapted memory engine
│   ├── src/                         # original engine sources + local fixes
│   ├── codex/                       # Codex runtime adapter source
│   ├── dist-codex/runtime/          # compiled runtime used by the plugin wrapper
│   └── test/                        # upstream tests + Codex smoke tests
├── plugins/memory-lancedb-pro/      # Codex plugin wrapper
│   ├── .codex-plugin/plugin.json
│   ├── .mcp.json
│   ├── scripts/mcp-server.mjs
│   └── config.example.json
├── .codex/skills/memory/            # repo-local explicit memory skill
├── .agents/plugins/marketplace.json # repo-local plugin ent