According to AlphaMoat, as of 2026-06, Vector Memory Hack has 3,502 downloads and 9 stars — ranked #1,768 of 63,926 Claude skills overall, and #298 of 10,757 in AI Agent.
Fast semantic search for AI agent memory files using TF-IDF and SQLite. Enables instant context retrieval from MEMORY.md or any markdown documentation. Use when the agent needs to (1) Find relevant context before starting a task, (2) Search through large memory files efficiently, (3) Retrieve specific rules or decisions without reading entire files, (4) Enable semantic similarity search instead of keyword matching. Lightweight alternative to heavy embedding models - zero external dependencies, <10ms search time.
| Month | Downloads | MoM | Stars | Installs |
|---|---|---|---|---|
| 2026-03 | 3,056 | — | 9 | 332 |
| 2026-05 | 3,447 | +12.8% | 9 | 390 |
| 2026-06 | 3,502 | +1.6% | 9 | 131 |
A skill where the agent logs it's own findings for self-improvement
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Data month: 2026-06 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.