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

Idempotent Redundancy

Background Agent Pings

Planning agent that creates implementation plans and handoffs from conversation context

MCP Script Rules

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

Create git commits with user approval and no Claude attribution

Validation agent that validates plan tech choices against current best practices

Create or update continuity ledger for state preservation across clears

Implement technical plans from thoughts/shared/plans with verification

Environment Triage

Agentic Workflow Pattern

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

Parallel Agent Orchestration

Query the memory system for relevant learnings from past sessions

Computational geometry with Shapely - create geometries, boolean operations, measurements, predicates

Deterministic router for math cognitive stack - maps user intent to exact CLI commands

Scrape web pages and extract content via Firecrawl MCP

Index at Creation Time

Agent Orchestration Rules