learn-claude-code and claude-ctrl
About learn-claude-code
shareAI-lab/learn-claude-code
Bash is all you need - A nano Claude Code–like agent, built from 0 to 1
Implements a minimal Claude-powered coding agent through direct model integration rather than prompt orchestration, emphasizing tool access (shell, file I/O, API calls) and dynamic knowledge retrieval as the core "harness" architecture. The project deliberately rejects framework-heavy approaches, instead teaching how to build lightweight execution environments that let LLMs autonomously reason and act—applicable across any domain requiring perception, reasoning, and action loops. Core technical patterns cover tool composition, context management, and subagent isolation to keep the model's decision-making clean and scalable.
About claude-ctrl
juanandresgs/claude-ctrl
The Systems Thinker's Deterministic Claude Code Control Plane
# Technical Summary Enforces deterministic governance over Claude Code through shell-script hooks that intercept every tool call (bash commands, file writes, agent dispatches) and mechanically deny unsafe operations—write-on-main attempts, untested code, undocumented changes—regardless of model context drift. Four specialized agents (Planner, Implementer, Tester, Guardian) divide responsibilities across a self-correcting pipeline, with unified SQLite state (WAL mode) eliminating race conditions in concurrent worktrees. v4.0 reduces token-per-success by 1.4% while maintaining 100% task completion through environment-tiered database safety gates, pre/post-write interception hooks, and compaction-free prompt design.
Related comparisons
Scores updated daily from GitHub, PyPI, and npm data. How scores work