AI Plugin Indextwmd-embeddings vs summary
twmd-embeddings and summary are both knowledge and memory skills. summary scores higher (82 vs 67 out of 100). summary has more GitHub stars (43k), and twmd-embeddings was updated more recently (3 days ago). The table compares them side by side.
| twmd-embeddings | summary | |
|---|---|---|
| Score | 67 / 100 | 82 / 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. | Deliver the Product summary through its configured interface and wiki. |
| Publisher | Community: frank890417 | Community: agno-agi |
| 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 | 42,832 |
| Last commit | 20 Oct 2026 | 20 Oct 2026 |
| Licence | None found | Apache-2.0 |
| Listed since | 20 Oct 2026 | 19 Oct 2026 |
| Install twmd-embeddings | Install summary |
Questions
Is twmd-embeddings or summary more popular?
summary has more GitHub stars: 42,832.
Can I use twmd-embeddings and summary together?
Yes. AI assistants can load several skills at once. Install both and the assistant picks the right one for each task.