Replace with description of the skill and when Claude should use it.
This skill should be used when users are ready to start Stage 2 coding, asks about processing documents systematically, needs to track coding progress, wants to generate audit documentation, or...
Language-agnostic coding principles for maintainability, readability, and quality. Use when implementing features, refactoring code, or reviewing code quality.
Debug issues by investigating logs, database state, and git history
Search Mathlib for lemmas by type signature pattern
Environment Triage
Agent Orchestration Rules
Never Use TaskOutput
Computational geometry with Shapely - create geometries, boolean operations, measurements, predicates
Query the memory system for relevant learnings from past sessions
Idempotent Redundancy
Create or update continuity ledger for state preservation across clears
Index at Creation Time
Scrape web pages and extract content via Firecrawl MCP
Graceful Degradation with Helpful Messages
Validation agent that validates plan tech choices against current best practices
Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic
A complete skill for E2E testing
Orchestrate comprehensive planning phase from ideation to development-ready specifications using 3 specialized agents (Full workflow documentation at docs/workflows/planning-workflow.md)
Complete 5-step workflow to build an MVP from idea to launch. Use when the user wants to start a new project from scratch, go through the full workflow, or says "help me build an MVP", "start new...