MCP Script Rules

Deep interview process to transform vague ideas into detailed specs. Works for technical and non-technical users.

Query the memory system for relevant learnings from past sessions

Debug issues by investigating logs, database state, and git history

Scrape web pages and extract content via Firecrawl MCP

Planning agent that creates implementation plans and handoffs from conversation context

Formal theorem proving with research, testing, and verification phases

Upgrade any skill to v5 Hybrid format using decision theory + modal logic

Search Mathlib for lemmas by type signature pattern

Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic

Environment Triage

Skill Development Rules

Guide to the math cognitive stack - what tools exist and when to use each

Implement technical plans from thoughts/shared/plans with verification

Parallel Agent Orchestration

Create git commits with user approval and no Claude attribution

Graceful Degradation with Helpful Messages

A complete skill for E2E testing

Router-First Architecture

Background Agent Pings