twmd-embeddings vs memcode
twmd-embeddings and memcode are both knowledge and memory skills. memcode scores higher (84 vs 67 out of 100). memcode has more GitHub stars (6.4k), and memcode was updated more recently (2 days ago). The table compares them side by side.
| twmd-embeddings | memcode | |
|---|---|---|
| Score | 67 / 100 | 84 / 100 |
| What it does | Rebuild the bge-m3 semantic index via canonical EMBEDDING-PIPELINE — one keystone build feeds reader related-articles (src/data/related) + RAG vectors (public/api/rag). Sovereignty-preserving: embeddings computed in-house (mac-m4max local primary, GPU fleet fallback), never outsourced. TRIGGER when: user says "重建語意索引", "跑 embeddings", "rebuild embeddings", "embedding routine", or routine `twmd-embeddings-nightly` fires. | Use the enabled Memcode MCP connection to explicitly save approved facts and recall relevant memories across DeepChat conversations. Never save a transcript or retrieve memory automatically. |
| Publisher | Community: frank890417 | Community: ThinkInAIXYZ |
| Grades | Maintenance A, Licence F, Quality A | Maintenance A, Licence A, Quality A |
| npm downloads a week | Not on npm | Not on npm |
| Runs | Skill | Skill |
| Works with | Claude Code, Claude apps | Claude Code, Claude apps |
| GitHub stars | 1,219 | 6,371 |
| Last commit | 20 Oct 2026 | 20 Oct 2026 |
| Licence | None found | Apache-2.0 |
| Listed since | 20 Oct 2026 | 20 Oct 2026 |
| Install twmd-embeddings | Install memcode |
Questions
Is twmd-embeddings or memcode more popular?
memcode has more GitHub stars: 6,371.
Can I use twmd-embeddings and memcode together?
Yes. AI assistants can load several skills at once. Install both and the assistant picks the right one for each task.