Self-improving starter skill and operator toolkit for running Codex or Claude Code as the orchestrator over Symphony workers with Linear-managed execution.

repo for reusable plugins and skills

Skill Forge — turn an LLM agent's repeated failures into reviewed, signed-installation skills. Telegram-approved HMAC tokens, replay regression gate, and a full Forge Console covering doctor → demo → forge → install → evolve.

Planner-Worker-Judge-Curator multi-agent system with self-improvement (Gene/Capsule store) over a local A2A bus

Give your AI agent memory. Convenience wrapper for agent-episodic-memory.

Local-first, model-agnostic workflow optimizer for long-running AI agents: observable JSONL ledgers, deterministic reducers, no-meta gates, and receipt-backed self-improvement without LLM judges or model-weight updates.