Reverse-engineering Claude Code's 512K LOC TypeScript source: agent loop, tool system, permission model, Grove training pipeline, anti-distillation defense
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Updated
May 1, 2026 - Python
Reverse-engineering Claude Code's 512K LOC TypeScript source: agent loop, tool system, permission model, Grove training pipeline, anti-distillation defense
AI-native resume workspace — chat with an agent that edits your resume, design layouts with live preview, and practice mock interviews.
Run DeepSeek as a real sub-agent inside Claude Code / Codex CLI — DeepSeek gets its own 7-tool agent loop in a sandboxed workspace, not just a single LLM call.
Autonomous agent loop for Claude Code — decomposes a spec into tasks, executes them one per iteration with crash recovery and handoff context
AI-curated, self-updating directory of MCP servers. Discovered from GitHub & the official registry, analyzed and ranked by AI weekly.
Structured runtime for AI agent loops — safety ceilings, deterministic resume, human approvals, and full tracing built in.
POC: self-improving agent-loop pattern (trace -> eval -> handoff) applied to Danish tax deduction classification. Reference implementation inspired by OpenAI/Thrive Tax AI.
Production-grade Python LLM agent harness AND a framework-design case study. Tool loop, MCP, sandbox, sub-agents. 17 phases in 23 days.
Pure Python implementation of a ReAct agent loop, vector routing, memory tracking, and cost analytics from first principles. Mirrors a 6-page "AI by Hand" worksheet with handwritten scans, programmatically verifying sequential reasoning tokens, tool matching via explicit cosine similarity, and context explosion costs without frameworks.
金融研报 Agent - 覆盖全部A股和公募基金
Learn how AI agents work by building them from scratch. Two working Python agents: interactive (agent.py) and autonomous (daily_digest.py). Uses Claude API with Gmail, calendar, files, and web search.
[DEPRECATED] Codex skill for strict atomic-step execution; no longer maintained.
Mochu (磨杵) — an autonomous product-team iteration loop for Claude Code. One invocation runs a full cycle: competitive recon, gap analysis, verifier authoring, implementation, verified shipping. Zero human prompting.
Ouroboros bounded-recursion runtime — agentic loops, dual-witness emitters, governance budgets. Doctrine v11 LOCKED (749/14/163)
Build lightweight agent infrastructure for tool use, skills, memory, and multi-agent coordination with OpenHarness and ohmo
Book-grounded coding agent. Orient, Retrieve, Plan, Execute, Verify loop with citations from a Librarian index. Claude Code skill plus CLI.
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