SignalPilot-Labs/AutoFyn

Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.

Codex Autoresearch Skill — A self-directed iterative system for Codex that continuously cycles through: modify, verify, retain or discard, and repeat indefinitely. Inspired by Karpathy’s autoresearch concept.

Send your prompt: It decomposes, codes, reviews, builds, tests, and commits, autonomously, in parallel and while economizing tokens.

You write the specs. It clears the board: coding agent chains plan, review, implement, verify and merge unattended on your own machine, on the GPT and Claude subscriptions you already have.

Use your most capable model to audit your codebase and write plans for cheaper models to execute.

Nightshift uses your leftover Claude / Codex budget to surprise you with useful PRs. Love them or leave them.

🔂 Ralph loop with PRs: Run Claude Code in a continuous loop, autonomously creating PRs, waiting for checks, and merging

Enforced QA for Claude Code, Codex and Copilot. Draw the graph: code review, your own reviewers and test agents, any model per node. Slop goes back to repair, and the agent that wrote the code can't skip it.

Local-first, resumable AI maintenance pipelines with single-writer safety and deterministic verification.