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qdrant-search

100 / 100 · Low risk

Fine to try.

By topoteretes/cognee-hackathons (GitHub) · coding · 12 stars · scanned at commit cf4f966

Semantic search over Qdrant Cloud collections using the Python client. Covers vector search, filtered search, prefetch+RRF fusion, group API, recommend API, discovery API, batch queries, scroll, and payload indexing. Use when building search features, adding new query types, or working with qdrant-client.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'qdrant-search' ] || [ -L ~/.agents/skills/'qdrant-search' ]; then echo 'A skill folder named qdrant-search already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/topoteretes/cognee-hackathons' "$d" && git -C "$d" checkout --quiet 'cf4f9669ea6195a3b2ece030422d5bdb463363a5' -- 'ai-memory-hackathon-2026-02-07/.github/skills/qdrant-search' && mkdir -p ~/.agents/skills && cp -R "$d"/'ai-memory-hackathon-2026-02-07/.github/skills/qdrant-search' ~/.agents/skills/'qdrant-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/'qdrant-search' ~/.claude/skills/'qdrant-search' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

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Score history