每写一个文件立即跑 build/lint/type-check/test，失败立即停下让用户决策。auto-loaded by build-api / build-web / fix 等 IMPLEMENT phase。DDT 每文件验证 + 失败立即停的 validation loop。
Score 70/100
Use when writing, auditing, or troubleshooting Salesforce Validation Rules. Triggers: 'validation rule', 'required field formula', 'rule fires unexpectedly', 'integration failing…
Score 70/100
Only invoke when explicitly requested via "值不值得看"、"评估打分"、"@value-judge" or "evaluate value". Do NOT auto-trigger.
Score 70/100
Use when the user asks to personalize the GitHub Copilot CLI assistant, adapt Copilot to their style, use vardoger, or analyze their Copilot CLI conversation history.
Score 70/100
Generates a variable reward system with randomized rewards, daily bonuses, mystery box mechanics, and ethical engagement caps.
Score 70/100
Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits
Score 70/100
Vast.ai CLI to manage GPU instances, volumes, serverless endpoints, and billing.
Score 70/100
Execute Vast.ai primary workflow: GPU instance provisioning and job execution. Use when renting GPUs for training, searching offers by price and specs, or managing the full…
Score 70/100
Execute Vast.ai secondary workflow: multi-instance orchestration, spot recovery, and cost optimization.
Score 70/100
Optimize Vast.ai GPU cloud costs through smart instance selection and lifecycle management. Use when analyzing GPU spending, reducing training costs, or implementing budget…
Score 70/100
Implement team access control and spending governance for Vast.ai GPU cloud. Use when managing multi-team GPU access, implementing spending controls, or setting up API key…
Score 70/100
Execute Vast.ai incident response for GPU instance failures and outages. Use when responding to instance failures, investigating training crashes, or handling spot preemption…
Score 70/100
Install and configure Vast.ai CLI and REST API authentication. Use when setting up a new Vast.ai integration, configuring API keys, or initializing Vast.ai GPU cloud access in…
Score 70/100
Migrate GPU workloads to or from Vast.ai, or between GPU providers. Use when switching from AWS/GCP/Azure GPU instances to Vast.ai, migrating between GPU types, or re-platforming…
Score 70/100
Monitor Vast.ai GPU instance health, utilization, and costs. Use when setting up monitoring dashboards, configuring alerts, or tracking GPU utilization and spending.
Score 70/100
Optimize Vast.ai GPU instance selection, startup time, and training throughput. Use when optimizing instance selection, reducing startup latency, or maximizing GPU utilization on…
Score 70/100
Upgrade Vast.ai CLI, migrate API versions, and handle breaking changes. Use when upgrading vastai CLI, detecting deprecations, or migrating between API versions.
Score 70/100
Build event-driven workflows around Vast.ai instance lifecycle events. Use when monitoring instance status changes, implementing auto-recovery, or building event-driven GPU…
Score 70/100
Vault health check. Validates structure, detects stale reasoning artifacts by priority level, processes inbox, and suggests cleanup.
Score 70/100
Audit your Obsidian vault in Claude Code — finds stale drafts, empty folders, duplicate filenames, and incomplete files. Saves a dated report.
Score 70/100
Mirrors session and learning JSONL records into the Meta-Vault as Markdown notes with vault-compatible frontmatter.
Score 70/100
Automates HashiCorp Vault secret rotation using the Vault HTTP API and dynamic secrets engines. Manages database credential leases, PKI certificate renewal, and AWS STS token…
Score 70/100
Show status of all LLM Wiki vaults — page counts, source counts, last activity, and git status. Use when user wants to see vault status, list vaults, or check wiki health.
Score 70/100
Validates vault frontmatter (Zod schema) and wiki-link integrity. Phase 1: hard gate at session-end. Used by session-end skill to block close on invalid vault state.
Score 70/100
Guide to quality filtering raw VCF files before computing summary stats (Ts/Tv ratio, variant counts, AF distributions).
Score 70/100
vdirsyncer is a command-line tool for synchronizing calendars and addressbooks between servers and the local filesystem via CalDAV and CardDAV protocols.
Score 70/100
Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation…
Score 70/100
Vector database expert for embeddings, similarity search, RAG patterns, and indexing strategies
Score 70/100
Audit Vector DB coverage -- compares the live filesystem manifest against the ChromaDB index to identify coverage gaps.
Score 70/100
Removes stale and orphaned chunks from the ChromaDB vector store for files that have been deleted or renamed.
Score 70/100
Ingests repository files into the ChromaDB vector store. Builds or updates the vector index from a manifest or directory scan using ingest.py.
Score 70/100
Interactively initializes the Vector DB plugin. Guided discovery asks which folders to index, confirms the manifest, then scaffolds vector_profiles.json for high-performance…
Score 70/100
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…
Score 70/100
Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.
Score 70/100
HNSW vector search for pattern similarity retrieval and knowledge graph maintenance with PageRank scoring, community detection, and 3-tier memory management.
Score 70/100
HNSW vector search with RuVector embeddings for 150x-12500x faster semantic retrieval
Score 70/100
Fix garbled text in PDF/SVG vector graphics caused by font encoding issues, making files editable in AI tools. Supports batch processing and JSON export for manual correction.
Score 70/100
Veeva Vault common errors for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva common errors".
Score 70/100
Veeva Vault core workflow a for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva core workflow a".
Score 70/100
Veeva Vault core workflow b for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva core workflow b".
Score 70/100
Veeva Vault cost tuning for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva cost tuning".
Score 70/100
Veeva Vault data handling for enterprise operations. Use when implementing advanced Veeva Vault patterns. Trigger: "veeva data handling".
Score 70/100
Veeva Vault enterprise rbac for enterprise operations. Use when implementing advanced Veeva Vault patterns. Trigger: "veeva enterprise rbac".
Score 70/100
Veeva Vault hello world with REST API and VQL. Use when integrating with Veeva Vault for life sciences document management. Trigger: "veeva hello world".
Score 70/100
Veeva Vault incident runbook for enterprise operations. Use when implementing advanced Veeva Vault patterns. Trigger: "veeva incident runbook".
Score 70/100
Veeva Vault install auth with REST API and VQL. Use when integrating with Veeva Vault for life sciences document management. Trigger: "veeva install auth".
Score 70/100
Veeva Vault local dev loop for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva local dev loop".
Score 70/100
Veeva Vault migration deep dive for enterprise operations. Use when implementing advanced Veeva Vault patterns. Trigger: "veeva migration deep dive".
Score 70/100
Veeva Vault multi env setup for enterprise operations. Use when implementing advanced Veeva Vault patterns. Trigger: "veeva multi env setup".
Score 70/100
Veeva Vault observability for enterprise operations. Use when implementing advanced Veeva Vault patterns. Trigger: "veeva observability".
Score 70/100
Veeva Vault performance tuning for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva performance tuning".
Score 70/100
Veeva Vault prod checklist for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva prod checklist".
Score 70/100
Veeva Vault upgrade migration for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva upgrade migration".
Score 70/100
Veeva Vault webhooks events for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva webhooks events".
Score 70/100
Analyze vehicle routing and fleet optimization systems for route planning algorithms, multi-stop sequencing, time window constraints, and last-mile delivery performance.
Score 70/100
Vehicle routing problem solver for logistics optimization with time windows, capacity constraints, and multiple depots.
Score 70/100
Customize the assistant's avatar - build a native character, upload an image, or generate one with AI
Score 70/100
Create and configure a GitHub App so the assistant can push commits, open PRs, and comment under its own bot identity.
Score 70/100
Discover bundled skills and search/install community skills from the skills.sh registry
Score 70/100
Customize the macOS app's sound effects — add sound files to the workspace, enable sounds globally, set volume, and assign sounds to 9 app events (message sent, task complete,…
Score 70/100