发现 Skills

Web search and research using Perplexity AI. Use when user says "search", "find", "look up", "ask", "research", or "what's the latest" for generic queries. NOT for library/framework docs (use Context7) or workspace questions.

AWS CloudWatch monitoring for logs, metrics, alarms, and dashboards. Use when setting up monitoring, creating alarms, querying logs with Insights, configuring metric filters, building dashboards, or troubleshooting application issues.

Use when writing, reviewing, debugging, or optimizing SQL for Vertica — covering DDL (CREATE/ALTER/DROP TABLE, columns, projections, segmentation, partitions), DML (INSERT, UPDATE, DELETE, MERGE, TRUNCATE, COPY), CRUD patterns, and Vertica-specific performance guidance including encoding, segmentation keys, partition pruning, and query optimization.

Test mocking strategies with Vitest. Use when mocking dependencies in tests.

expo-secure-store patterns for sensitive data. Use when storing tokens and credentials.

Meta-skill for extracting and creating reusable Claude Code skills from past work sessions. Analyzes git history, code patterns, workflows, and documentation to identify harvestable skills, then generates comprehensive skill definitions with best practices, examples, and structured templates.

Use when designing evaluations for AI agents, skills, routers, prompts, tool-use policies, or multi-step workflows: task sets, rubrics, graders, hard negatives, regression cases, traces, and acceptance thresholds. Do NOT use for application test planning (use `testing-strategy`), skill-library health tooling (use `skill-infrastructure`), or live debugging of a failed run (use `debugging`).

Create detailed implementation plans through interactive research and iteration. Use when starting a new feature, refactoring, or complex task that needs careful planning before implementation.

Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API integration, database operations, AI agent workflows, or scheduled tasks.

Production-grade scaling bottleneck detector and vendor lock-in auditor. Reads the actual project stack, identifies real scaling constraints, proposes verified solutions from the system-design-primer (341k ⭐), BullMQ (taskforcesh/bullmq, high reputation), nodebestpractices (102k ⭐), and web-researched patterns. All solutions are validated against the project's real dependencies before being proposed. Never hallucinates a solution for the wrong stack.

Git commit guidelines for incremental commits. Read this when user asks you to auto commit as you go

Complete workflow for topology optimization using Tosca. Use to minimize weight while maintaining stiffness. Requires full Abaqus license (not Learning Edition).

Map requirements (PRD/user stories/AC) to comprehensive test coverage using a traceability matrix (RTM). Outputs coverage gaps, risks, test levels, prioritization, automation candidates, and change-impact notes. Designed for QA/Test Architect workflows.

Use Bitwarden Secrets Manager (BWS) to securely inject secrets into MCP servers and agent tools at runtime. Fetches connection strings, API keys, and credentials from BWS by key name — nothing stored on disk. Use when launching MCP servers that need credentials (databases, APIs, etc.) without hardcoding secrets in config files.

When user mentions "system health", "cleanup", "optimize claude-dash", "memory system", "indexes", "watcher", or wants to maintain the claude-dash infrastructure. Provides self-maintenance guidance.

This skill provides comprehensive guidance for implementing advanced SwiftUI animations, transitions, matched geometry effects, and Metal shader integration. Use when building animations, view transitions, hero animations, or GPU-accelerated effects in SwiftUI apps for iOS and macOS.

Explain how and when to use Chain of Verification (CoVe) in prompt design. Use when designing prompts that require factual accuracy, self-checking, or reduction of hallucinations.

Audit and improve development workflow, sync tool configurations

Planning sync: check consistency across all planning levels (tasks/TODO, yearly, monthly, weekly, daily), list discrepancies, and batch-update after user confirmation. Triggers: 'sync planning', 'check consistency', 'planning sync', 'run planning-sync'.

SQLite-backed entity-relationship store. Entities (people, projects, decisions, tools, rules) connected by typed relations (decided-by, depends-on, supersedes, etc.). Full-text search, path finding...

Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

Retrieves authoritative, up-to-date technical documentation, API references, configuration details, and code examples for any developer technology. Use this skill whenever answering technical questions or writing code that interacts with external technologies. This includes libraries, frameworks, programming languages, SDKs, APIs, CLI tools, cloud services, infrastructure tools, and developer platforms. Common scenarios: - looking up API endpoints, classes, functions, or method parameters - checking configuration options or CLI commands - answering "how do I" technical questions - generating code that uses a specific library or service - debugging issues related to frameworks, SDKs, or APIs - retrieving setup instructions, examples, or migration guides - verifying version-specific behavior or breaking changes Prefer this skill whenever documentation accuracy matters or when model knowledge may be outdated.

Help users navigate tough feedback, performance conversations, and conflict. Use when someone needs to give hard feedback, have a performance conversation, fire someone, address conflict with a colleague, or deliver disappointing news like a denied promotion.