62 tagged qdrant, measured the same way as everything else here.
Browse within: python 27deployment 26scaling 26vector-database 26RAG 13Orchestration 12ReAct 12a2a-protocol 11agent-orchestration 11langgraph 11falkordb 5graph-database 5nodejs 5
Skill Claude CodeCodex
Persistent memory management for Claude Code via AutoMem. Use this skill when: Starting a session (recall project context, decisions, patterns) Making architectural decisions or library choices Fixing bugs (store root cause and solution) Learning user preferences or code style Debugging issues (search for similar past…
Skill Claude CodeCodex
Persistent AutoMem memory via the legacy curl-based AutoMem skill.
Skill Claude CodeCodex
Persistent AutoMem memory via mcporter-exposed AutoMem tools.
redhat-community-ai-tools/UnifAI
Skill Claude CodeCodexCursor
MAS domain knowledge — architecture, component routing, rules, recipes. Use when working on any file under multi-agent/.
redhat-community-ai-tools/UnifAI
Skill Claude CodeCodexCursor
RAG domain knowledge — architecture, component routing, rules, and reference tables. Use when working on any file under rag/.
redhat-community-ai-tools/UnifAI
Skill Claude CodeCodexCursor
Domain knowledge for the UnifAI frontend. React/TypeScript SPA with feature-oriented layout. Use when working on files under ui/client/src/.
Skill Claude CodeCodex
Select and connect the right vector-store backend for the vector-mcp MCP server — chromadb, postgres/pgvector, qdrant, couchbase, or mongodb — and supply the correct dbtype/connection parameters that every collection and search call needs. Use when the agent must decide which engine to target, wire up…
Skill Claude CodeCodex
Guides embedding model migration in user without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new model', 'zero-downtime model change', 'how to re-embed my data', or 'can I use two models at once'. Also use when upgrading model dimensions, switching…
Skill Claude CodeCodex
Guides user search strategy selection. Use when someone asks 'should I use hybrid search?', 'how to rerank?', 'results are not relevant', 'I don't get needed results from my dataset but they're there', 'retrieval quality is not good enough', 'results too similar', 'need diversity', 'MMR', 'relevance feedback'…
Skill Claude CodeCodex
Use when someone asks 'how to combine lexical and semantic retrieval', 'dense and sparse in one search?', 'how to combine multiple fields for retrieval?', 'payloads or sparse vectors for lexical?', 'which sparse embedding model to use?', 'BM25 vs SPLADE?'.
phenomenoner/hermes-agent-harness-plus
Skill Claude CodeCodex
Use for compaction, coordination, or two complexity cues.
phenomenoner/hermes-agent-harness-plus
Skill Claude CodeCodex
Use when failures repeat or evidence contradicts the path.
phenomenoner/hermes-agent-harness-plus
Skill Claude CodeCodex
Use when adding, checking, or troubleshooting a local Qdrant recall sidecar for Hermes Agent skills or recent sessions. Prefer local-first indexing, dry-run previews, and privacy-preserving defaults.
Skill Claude CodeCodex
Expert guide for building applications with Qdrant Edge — the embedded, offline-capable vector search engine for edge devices (robots, kiosks, mobile phones, IoT, home assistants). Use this skill whenever the user mentions Qdrant Edge, qdrant-edge-py, EdgeShard, on-device vector search, offline vector search, embedded…
SkiTemplar/ultron-control-center
Skill Claude CodeCodex
Full-stack engineering across UE5/Unity/TS/Python/C++.
SkiTemplar/ultron-control-center
Skill Claude CodeCodex
Master orchestrator for the ULTRON system. Routes requests across memory layers, skill packs, hooks, and the AI Router (primary→fallback chain). Loads on every Ultron session via the SessionStart hook. Customize this file for your own workflows — the shipped version is a minimal starting template.
SkiTemplar/ultron-control-center
Skill Claude CodeCodex
Windows admin helper for files, processes, registry.
Skill Claude CodeCodex
A personal memory system that stores text, images, files, and secrets in separate collections. It can find stored items by meaning rather than only by exact words.
Skill Claude CodeCodex
Use when generating visual artifacts, interactive HTML/JS apps, web mockups, charts, images, or reports that need to be presented to the user over remote SSH sessions via a live browser preview.