Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity
Debug issues by investigating logs, database state, and git history
Analyze repository structure, patterns, conventions, and documentation for understanding a new codebase
Computational geometry with Shapely - create geometries, boolean operations, measurements, predicates
Guide to the math cognitive stack - what tools exist and when to use each
Workflow orchestrator that chains existing skills for feature development
Git Commit Rules
Fast file editing via Morph Apply API (10,500 tokens/sec, 98% accuracy)
Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic
Comprehensive testing workflow - unit tests β₯ integration tests β E2E tests
Identify failure modes before they occur using structured risk analysis
Background Agent Pings
Analyze brownfield codebase and create initial continuity ledger
Choose the right search tool for each query type
Create handoff document for transferring work to another session
Formal theorem proving with research, testing, and verification phases
Upgrade any skill to v5 Hybrid format using decision theory + modal logic
Resume work from handoff document with context analysis and validation
Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate...
Comprehensive project planning and documentation generator for software projects. Creates structured requirements documents, system design documents, and task breakdown plans with implementation...