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Treadmill: Recurring Command Runner
Development
Run a command on a recurring interval using a background shell loop. Allows polling, periodic tasks, and supervision.
Pytest Mocking Strategy
Testing
Master mocking strategy for pytest: autospec vs manual mocks, AsyncMock patterns, mock builders, and what should never be mocked. Includes type-safe patterns and decision matrix.
Error Analysis and Resolution
Development
Expert error analysis specialist for debugging distributed systems, analyzing production incidents, and implementing observability solutions.
API Documentation Review
Documentation
Evaluate API documentation quality — completeness, accuracy, examples, and developer experience.
Session-based Skill Management
DevOps
Analyzes session changes to detect missing verification skills, updates skills, and manages CLAUDE.md skill references.
Codebase Research
Development
Researches the codebase to find and explain specific topics. Uses Read, Glob, and Grep tools to answer questions about architecture, configuration, data flows, and implementation details without modifying any files.
API Contract Normalizer
Development
Unifies API response patterns across endpoints including pagination format, error structure, status codes, response envelopes, and versioning strategy.
Auto-Verify
Testing
Attempts automated verification of criteria before falling back to manual. Parses criterion text for automation hints and executes appropriate tool.
OpenEvidence Webhooks & Events
Development
Configure OpenEvidence webhooks for async DeepConsult completion and events. Use when implementing webhook handlers, configuring async notifications, or setting up event-driven clinical AI workflows.
Claude Agent Skill Creator
Development
Guides users through the process of creating well-structured Claude Agent Skills. It helps gather requirements, generate skill structures, and produce properly formatted SKILL.md files. Use when asked to create, build, or develop a new skill.
Generate CLI Wrapper Code for MCP Servers
Development
This skill generates production-ready CLI wrapper code for MCP servers using progressive disclosure patterns. It reads MCP server configurations and creates complete Python or TypeScript wrappers with help systems, argument parsing, error handling, and output formatting.
OpenRouter Production Checklist
DevOps
Pre-launch production readiness checklist for OpenRouter deployments, covering security, monitoring, error handling, and operational readiness.