用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/ThinkfleetAI/thinkfleet-engine --skill qdrant命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
基于 SOC 职业分类
正在显示 SKILL.md
| name | qdrant |
| description | Manage Qdrant vector database — collections, points, and vector search via the REST API. |
| metadata | {"thinkfleetbot":{"emoji":"🎯","requires":{"bins":["curl","jq"],"env":["QDRANT_URL","QDRANT_API_KEY"]}}} |
Manage collections, points, and vector search.
QDRANT_URL - Qdrant instance URLQDRANT_API_KEY - API keycurl -s -H "api-key: $QDRANT_API_KEY" \
"$QDRANT_URL/collections" | jq '.result.collections[] | {name}'
curl -s -H "api-key: $QDRANT_API_KEY" \
"$QDRANT_URL/collections/COLLECTION_NAME" | jq '.result | {vectors_count, points_count}'
curl -s -X POST -H "api-key: $QDRANT_API_KEY" \
-H "Content-Type: application/json" \
"$QDRANT_URL/collections/COLLECTION_NAME/points/search" \
-d '{"vector":[0.1,0.2,0.3],"limit":5,"with_payload":true}' | jq '.result[] | {id, score, payload}'
curl -s -X PUT -H "api-key: $QDRANT_API_KEY" \
-H "Content-Type: application/json" \
"$QDRANT_URL/collections/COLLECTION_NAME/points" \
-d '{"points":[{"id":1,"vector":[0.1,0.2,0.3],"payload":{"text":"example"}}]}' | jq '{status}'