The workflow framework for AI-assisted development. Four operating modes, 25 golden rules, and anti-hallucination guardrails for 9 frameworks.
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Updated
Jul 2, 2026
The workflow framework for AI-assisted development. Four operating modes, 25 golden rules, and anti-hallucination guardrails for 9 frameworks.
Local-first Mac AI work switchboard for Headroom, RTK, Codex, Claude Code, MarkItDown, Ponytail, and Repo Intelligence
A high-performance CLI dashboard using Headroom AI context compression and Ponytail stream processing to slash cloud bills locally.
Idea -> sprints, autonomously. A decomposition-ladder orchestration layer on top of gstack + ponytail.
Complete Claude Code enhancement system -- 14K+ lines of rules, skills, libraries, and agents context smarter, and never hardcode secrets.that make Claude Code write better code, manage
Keeps documentation honest with the code it describes. Three axes, one creed — prove it or drop it: a ride-along reflex flags drift, winnow certifies every claim in a deep pass, flourish crafts ugly-but-true docs to a gold standard, cultivate keeps the repo clean. Cites the line or says nothing; rewrites prose only when asked. Language-agnostic.
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