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

Skill Development Rules

Router-First Architecture

Never Use TaskOutput

Formal theorem proving with research, testing, and verification phases

Validation agent that validates plan tech choices against current best practices

Implement technical plans from thoughts/shared/plans with verification

Idempotent Redundancy

Environment Triage

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

Graceful Degradation with Helpful Messages

Agent Context Isolation

Agentic Workflow Pattern

Planning agent that creates implementation plans and handoffs from conversation context

Query the memory system for relevant learnings from past sessions

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

Conducts comprehensive security code reviews including vulnerability detection (OWASP Top 10, CWE), authentication/authorization flaws, injection attacks, cryptography issues, sensitive data...

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations