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AgentDB Vector Search
80 / 100 · Low risk
Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.
By anubhavg-icpl/vibe (GitHub) · coding · 13 stars · scanned at commit d51e7ac
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.
Works with any agent that supports SKILL.md skills.
What this skill can do
Downloads and installs other software
The author does not mention this.
Found in 40 places.
Show 17 more
- .claude/skills/agentdb-vector-search/SKILL.md, line 31
npx agentdb@latest init ./vectors.db --preset small # <10K vectors - .claude/skills/agentdb-vector-search/SKILL.md, line 32
npx agentdb@latest init ./vectors.db --preset medium # 10K-100K vectors - .claude/skills/agentdb-vector-search/SKILL.md, line 33
npx agentdb@latest init ./vectors.db --preset large # >100K vectors - .claude/skills/agentdb-vector-search/SKILL.md, line 36
npx agentdb@latest init ./vectors.db --in-memory - .claude/skills/agentdb-vector-search/SKILL.md, line 43
npx agentdb@latest query ./vectors.db "[0.1,0.2,0.3,...]" - .claude/skills/agentdb-vector-search/SKILL.md, line 46
npx agentdb@latest query ./vectors.db "[0.1,0.2,0.3]" -k 10 - .claude/skills/agentdb-vector-search/SKILL.md, line 49
npx agentdb@latest query ./vectors.db "0.1 0.2 0.3" -t 0.75 -m cosine - .claude/skills/agentdb-vector-search/SKILL.md, line 52
npx agentdb@latest query ./vectors.db "[...]" -m euclidean # L2 distance - .claude/skills/agentdb-vector-search/SKILL.md, line 53
npx agentdb@latest query ./vectors.db "[...]" -m dot # Dot product - .claude/skills/agentdb-vector-search/SKILL.md, line 56
npx agentdb@latest query ./vectors.db "[...]" -f json -k 5 - .claude/skills/agentdb-vector-search/SKILL.md, line 59
npx agentdb@latest query ./vectors.db "[...]" -v - .claude/skills/agentdb-vector-search/SKILL.md, line 66
npx agentdb@latest export ./vectors.db ./backup.json - .claude/skills/agentdb-vector-search/SKILL.md, line 69
npx agentdb@latest import ./backup.json - .claude/skills/agentdb-vector-search/SKILL.md, line 72
npx agentdb@latest stats ./vectors.db - .claude/skills/agentdb-vector-search/SKILL.md, line 186
npx agentdb@latest mcp - .claude/skills/agentdb-vector-search/SKILL.md, line 189
claude mcp add agentdb npx agentdb@latest mcp - .claude/skills/agentdb-vector-search/SKILL.md, line 201
npx agentdb@latest benchmark
and 20 more places
Runs commands on your computer
The author does not mention this. Expected for a coding skill.
Found in 72 places.
Show 17 more
- .claude/skills/agentdb-vector-search/SKILL.md, line 186
npx agentdb@latest mcp - .claude/skills/agentdb-vector-search/SKILL.md, line 201
npx agentdb@latest benchmark - .claude/skills/agentdb-vector-search/SKILL.md, line 239
npx agentdb@latest query ./db.sqlite "[...]" -m cosine - .claude/skills/agentdb-vector-search/SKILL.md, line 279
npx agentdb@latest stats ./vectors.db - .claude/skills/agentdb-vector-search/SKILL.md, line 293
npx agentdb@latest query ./db.sqlite "[...]" -t 0.8 # Higher threshold - .claude/skills/agentdb-vector-search/SKILL.md, line 306
npx agentdb@latest init ./db.sqlite --dimension 768 - .claude/skills/agentdb-vector-search/SKILL.md, line 313
npx agentdb@latest stats ./vectors.db - .claude/settings.json, line 9
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" pre-bash'", - .claude/settings.json, line 19
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" pre-edit'", - .claude/settings.json, line 31
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" post-edit'", - .claude/settings.json, line 41
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" post-bash'", - .claude/settings.json, line 52
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" route'", - .claude/settings.json, line 63
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" session-restore'", - .claude/settings.json, line 68
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/auto-memory-hook.mjs\" import'", - .claude/settings.json, line 79
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" session-end'", - .claude/settings.json, line 90
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/auto-memory-hook.mjs\" sync'", - .claude/settings.json, line 102
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" compact-manual'"
and 52 more places
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'agentdb-vector-search' ] || [ -L ~/.agents/skills/'agentdb-vector-search' ]; then echo 'A skill folder named agentdb-vector-search already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/anubhavg-icpl/vibe' "$d" && git -C "$d" checkout --quiet 'd51e7ac9a34111cd2e63daed83c2198f91570050' -- '.claude/skills/agentdb-vector-search' && mkdir -p ~/.agents/skills && cp -R "$d"/'.claude/skills/agentdb-vector-search' ~/.agents/skills/'agentdb-vector-search' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'agentdb-vector-search' ~/.claude/skills/'agentdb-vector-search' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
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[](https://zalavijaysinh.github.io/skilltrust/repos/anubhavg-icpl/vibe/)
Score history
| Date | Version | Score |
|---|
| 2026-11-08 | d51e7ac | 80 |