The missing brain for AI coding agents — verification gates written before the code, Reflexion-style memory that learns from every failure, and self-correction loops with real anchors. One command install for Claude Code; copy-paste prompts for any AI.
haidrrrry/loop-engineering-skills
Skill Claude CodeCodex
Make AI output measurably smarter using research-backed self-correction loops. Use this skill whenever the user asks to improve, refine, double-check, verify, or "make better" any AI-generated output — code, writing, plans, analysis, answers — or asks for "your best work", "high quality", "production ready", "make…
haidrrrry/loop-engineering-skills
Skill Claude CodeCodex
Give the agent episodic memory so it improves every cycle instead of repeating mistakes. Use this skill whenever working in a project that has a .loop/LESSONS.md file, whenever a task is being retried after a failure, whenever the user says "remember this", "don't make that mistake again", "learn from this", or "why…
haidrrrry/loop-engineering-skills
Skill Claude CodeCodex
Verify agent work against project gates before declaring it done. Use this skill whenever working in a project with a .loop/GATES.md file, whenever finishing any coding task inside a loop, whenever the user asks "is this actually done", "verify this", "check your work", or before emitting any VERDICT line. Also use it…