Use when starting feature work that needs isolation, before executing implementation plans, or before dispatching sub-agents in a jj (jujutsu) repository.
OpenAI SDK development with GPT-5 family, Chat Completions, Responses API, embeddings, and tool calling. Use for AI-powered applications, chatbots, agents, and semantic search.
Use when user has complex multi-agent workflows, needs to coordinate sequential or parallel agent execution, wants workflow visualization and control, or mentions automating…
Dispatch and validate background OpenCode work through taskferry's AXI CLI inside subagent-driven-development.
Store and retrieve durable facts from the Mem0 vector-memory MCP. Use at session start to recall task-relevant memories, and whenever you learn a durable user- or domain- — from…
Browser automation via webctl CLI in Claude.ai containers with authenticated proxy support. Use when users mention webctl, browser automation, Playwright browsing, web sc — from…
Draft CHANGELOG entries from git log via the pm-changelog-curator sub-agent. Dispatches natively on Claude Code with the pm-skills plugin (invokes @agent-pm-changelog-curator); on…
Run adversarial review on a PM artifact via the pm-critic sub-agent. Dispatches natively on Claude Code with the pm-skills plugin (invokes @agent-pm-critic); on non-Claude clients…
Walk the guided release runbook (6 gates G0/G1/G2/G2.5/G3/G4) via the pm-release-conductor sub-agent.
MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring…
Aiuta a vendere tutte le notti disponibili di una casa vacanze a Roma. Genera annunci ottimizzati per Airbnb/Booking, strategie di pricing dinamico, contenuti marketing — from…
Aiuta a vendere tutte le notti disponibili di una casa vacanze a Roma. Genera annunci ottimizzati per Airbnb/Booking, strategie di pricing dinamico, contenuti marketing — from…
Übernimmt Daten aus einem alten Vertrag in eine neue Vorlage, erkennt Altlasten, veraltete Klauseln und abweichende Parteien- oder Objektangaben.
Spezialfall Rahmenvertrag im Konzern anpassen ohne Aenderung der Substanz: typische Stellen wie Vergueng, Laufzeit, Liefermenge.
Validation agent that validates plan tech choices against current best practices — from majiayu000/claude-skill-registry
Validation agent that validates plan tech choices against current best practices — from majiayu000/claude-skill-registry
Validation agent that validates plan tech choices against current best practices — from majiayu000/claude-skill-registry
Turn YAML runbooks into auditable agent actions with validation, dry-runs, destructive-step approval, and optional MCP exposure.
Use when you have multiple open PRs and want to validate them all (CI, reviews, code quality) and plan a safe merge order.
\"Validate MCP tool JSON schemas and optionally test input against schemas. 驗MCP工具JSON綱要，可測輸入合規。 Use when: validate mcp schema, check tool schema, test schema input, mcp json…
Use when reviewing OpenAI API usage, answering questions about OpenAI endpoints, or validating implementations against the official API specification.
Lean value stream mapping for identifying waste and optimization opportunities. Creates current/future state maps with cycle time analysis and improvement recommendations.
Install all Vanguard Frontier Agentic Codex agents and companion skills into the current user's ~/.codex home after adding or installing the plugin marketplace.
Git-based persistent memory system for AI agents. Agents inherit full context across sessions via markdown brain files in models/public/.
Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits — from wrsmith108/varlock-claude-skill
Start a multi-agent coding team for a hard challenge. Use when a problem is too large for a single agent.
Vector database selection, embedding storage, approximate nearest neighbor (ANN) algorithms, and vector search optimization.
Create your RAG skill in one prompt, then learn to improve it throughout the chapter — from majiayu000/claude-skill-registry
Vector database expert for embeddings, similarity search, RAG patterns, and indexing strategies
Handles vector databases for efficient storage and querying of high-dimensional vectors in AI/ML applications.
Audit Vector DB coverage -- compares the live filesystem manifest against the ChromaDB index to identify coverage gaps.
Removes stale and orphaned chunks from the ChromaDB vector store for files that have been deleted or renamed.
Ingests repository files into the ChromaDB vector store. Builds or updates the vector index from a manifest or directory scan using ingest.py.
Interactively initializes the Vector DB plugin. Guided discovery asks which folders to index, confirms the manifest, then scaffolds vector_profiles.json for high-performance…
Vector database operations — Pinecone, Weaviate, Qdrant, ChromaDB. Indexing, querying, filtering, and managing
Embedding strategies, ANN algorithms, hybrid search, RAG chunking strategies, and reranking for semantic search and retrieval.
Semantic search skill for retrieving code and documentation from the ChromaDB vector store. Use when you need concept-based search across the repository (Phase 2 of the 3-phase…
Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastruc — from…
Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastruc — from…
HNSW vector search for pattern similarity retrieval and knowledge graph maintenance with PageRank scoring, community detection, and 3-tier memory management.
HNSW vector search for pattern similarity retrieval and knowledge graph maintenance with PageRank scoring, community detection, and 3-tier memory management.
Persistent vector memory for Claude Code via LanceDB. Use when: remembering across sessions, storing lessons, recalling past decisions, maintaining context continuity.
Full memory stack for OpenClaw on Windows. Includes LanceDB semantic memory, git-notes decision memory, and memory hygiene workflow.
Prüfung eines eingehenden Lieferanten- oder Dienstleistervertrags gegen das Playbook der Rechtsabteilung.
Generate images with Venice. Covers POST /image/generate (Venice-native), POST /images/generations (OpenAI-compatible), GET /image/styles (style presets), request fields — from…
Use Venice's Alpha POST /responses endpoint - an OpenAI-compatible Responses API with typed output blocks (reasoning, message, function_call, web_search_call).
Generate images with Venice. Covers POST /image/generate (Venice-native), POST /images/generations (OpenAI-compatible), GET /image/styles (style presets), request fields — from…
Use Venice's Alpha POST /responses endpoint - an OpenAI-compatible Responses API with typed output blocks (reasoning, message, function_call, web_search_call).
Trennt Verbraucherbauvertrag nach § 650i BGB vom Bauträgervertrag nach § 650u BGB: § 650l-Widerruf, § 650k Abs. 2/3 BGB, § 650n BGB, §§ 312 ff.
Verbraucherschutzrecht Prüfer: AGB-Klausel im Verbrauchervertrag prüfen. AGB-Klausel im Verbrauchervertrag prüfen im Fachgebiet Verbraucherschutzrecht Prüfer als geführten…
Solo-Selbstständige: prüft Widerruf, Fernabsatz, Informationspflichten und Preisangaben; mit Abfrage von Tätigkeit, Status, Belegen, Fristen, Geldfolge und konkretem nächstem…
Notariat im Alltag: Verbrauchervertrag, Wartefrist und Entwurfsversand. § 17 Abs. 2a BeurkG, Anwendungsbereich, Fristberechnung, Dokumentation und Rechtsfolgen bei Verstößen im…
Verdichtet vorhandene Angebote und Eckpunkte zu einem konkreten B2B-Verhandlungsauftrag mit entscheidungsfähigen Alternativen, ohne bereits bekannte Angaben erneut abzufragen.
Verify adoption criterion A2 (Agent-Authored Contributions) in the current project. Reports fulfillment level 0–3.
Lieferergebnisse validieren und Belegnachweise aufbauen, wenn Arbeit zwischen Agenten uebergeben wird.
Spot-check a teammate's claimed work before accepting it
驗證 Gemini 模型在 Google AI Studio 與 GCP Vertex AI 上的**實際可用性**—— 不只是「列在文件上」，而是真正可呼叫並回傳有效輸出。支援 Gemini 3.x global 端點 （gemini-3.1-pro-preview、gemini-3-flash-preview 等只在 global 端點可用）。…
Verify claims about known issues in libraries or tools. Use when about to state something is a "known issue", "known bug", or "known limitation".
Look up VeriGlow Agent Map for any website URL to discover its data functions, internal APIs, browser automation recipes, and agent reliability reports.
Verjaehrungsbeginn Werkvertrag BGH Vii Zr 301 13: fachanwaltlicher Spezialskill mit Normenanker, Fristen-/Zustaendigkeitscheck, Beweisfragen, Rechtsprechungshygiene und direkt…