Observe Before Editing

Braintrust tracing for Claude Code - hook architecture, sub-agent correlation, debugging

Get a token-efficient overview of any project using the TLDR stack

Agent Orchestration Rules

Parallel Agent Type Contracts

Routes problems to appropriate mathematical frameworks using expert heuristics

Generate comprehensive PR descriptions following repository templates

Use RepoPrompt CLI for token-efficient codebase exploration

Never Use TaskOutput

Test-driven development workflow with philosophy guide - plan → write tests → implement → validate

Problem-solving strategies for entropy in information theory

Problem-solving strategies for compactness in topology

Environment Triage

Search Mathlib for lemmas by type signature pattern

Query the memory system for relevant learnings from past sessions

Analyze Claude Code sessions via Braintrust

Search Tool Hierarchy

Problem-solving strategies for first order odes in odes pdes

Guide for integrating Agentica SDK with Claude Code CLI proxy

Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity