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docs: update README — ultraworkers, clawhip, creator credits, remove instructkr/WSJ
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Yeachan-Heo
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README.md
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README.md
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# Rewriting Project Claw Code
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# Project Claw Code
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<p align="center">
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<strong>⭐ The fastest repo in history to surpass 50K stars, reaching the milestone in just 2 hours after publication ⭐</strong>
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</p>
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<p align="center">
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<a href="https://star-history.com/#instructkr/claw-code&Date">
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<a href="https://star-history.com/#ultraworkers/claw-code&Date">
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<picture>
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<source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=instructkr/claw-code&type=Date&theme=dark" />
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<source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=instructkr/claw-code&type=Date" />
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<img alt="Star History Chart" src="https://api.star-history.com/svg?repos=instructkr/claw-code&type=Date" width="600" />
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<source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=ultraworkers/claw-code&type=Date&theme=dark" />
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<source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=ultraworkers/claw-code&type=Date" />
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<img alt="Star History Chart" src="https://api.star-history.com/svg?repos=ultraworkers/claw-code&type=Date" width="600" />
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</picture>
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</a>
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</p>
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<p align="center">
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<img src="assets/clawd-hero.jpeg" alt="Claw" width="300" />
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<img src="assets/sigrid-photo.png" alt="Claw Code" width="500" />
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</p>
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<p align="center">
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<strong>Better Harness Tools, not merely storing the archive of leaked Claude Code</strong>
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<strong>A community-built coding harness built on open agent frameworks</strong>
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</p>
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<p align="center">
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<a href="https://github.com/sponsors/instructkr"><img src="https://img.shields.io/badge/Sponsor-%E2%9D%A4-pink?logo=github&style=for-the-badge" alt="Sponsor on GitHub" /></a>
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</p>
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---
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## Built With
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This project is built and maintained using a combination of open agent frameworks:
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- [**clawhip**](https://github.com/Yeachan-Heo/clawhip) — event-to-channel notification router and orchestration layer
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- [**oh-my-openagent (OmO)**](https://github.com/code-yeongyu/oh-my-openagent) — open-source agent framework
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- [**oh-my-codex (OmX)**](https://github.com/Yeachan-Heo/oh-my-codex) — Codex CLI extensions and workflow tools
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- [**oh-my-claudecode (OmC)**](https://github.com/Yeachan-Heo/oh-my-claudecode) — Claude Code workflow extensions
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> [!IMPORTANT]
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> The active Rust workspace now lives in [`rust/`](./rust). Start with [`USAGE.md`](./USAGE.md) for build, auth, CLI, session, and parity-harness workflows, then use [`rust/README.md`](./rust/README.md) for crate-level details.
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> If you find this work useful, consider [sponsoring @instructkr on GitHub](https://github.com/sponsors/instructkr) to support continued open-source harness engineering research.
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---
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## Backstory
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At 4 AM on March 31, 2026, I woke up to my phone blowing up with notifications. The Claude Code source had been exposed, and the entire dev community was in a frenzy. My girlfriend in Korea was genuinely worried I might face legal action from Anthropic just for having the code on my machine — so I did what any engineer would do under pressure: I sat down, ported the core features to Python from scratch, and pushed it before the sun came up.
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This project began as a community response to the Claude Code exposure, and has since grown into a serious engineering effort to build the most capable open coding harness possible.
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The whole thing was orchestrated end-to-end using [oh-my-codex (OmX)](https://github.com/Yeachan-Heo/oh-my-codex) by [@bellman_ych](https://x.com/bellman_ych) — a workflow layer built on top of OpenAI's Codex ([@OpenAIDevs](https://x.com/OpenAIDevs)). I used `$team` mode for parallel code review and `$ralph` mode for persistent execution loops with architect-level verification. The entire porting session — from reading the original harness structure to producing a working Python tree with tests — was driven through OmX orchestration.
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The entire development is orchestrated using the open agent frameworks listed above, with parallel code review, persistent execution loops, and architect-level verification driven through agent workflows.
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The result is a clean-room Python rewrite that captures the architectural patterns of Claude Code's agent harness without copying any proprietary source. I'm now actively collaborating with [@bellman_ych](https://x.com/bellman_ych) — the creator of OmX himself — to push this further. The basic Python foundation is already in place and functional, but we're just getting started. **Stay tuned — a much more capable version is on the way.**
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The project is actively maintained by a distributed team using open tooling — no proprietary infrastructure required.
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https://github.com/instructkr/claw-code
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See the full origin story and recent updates here:
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## The Creators Featured in Wall Street Journal For Avid Claude Code Fans
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I've been deeply interested in **harness engineering** — studying how agent systems wire tools, orchestrate tasks, and manage runtime context. This isn't a sudden thing. The Wall Street Journal featured my work earlier this month, documenting how I've been one of the most active power users exploring these systems:
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> AI startup worker Sigrid Jin, who attended the Seoul dinner, single-handedly used 25 billion of Claude Code tokens last year. At the time, usage limits were looser, allowing early enthusiasts to reach tens of billions of tokens at a very low cost.
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>
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> Despite his countless hours with Claude Code, Jin isn't faithful to any one AI lab. The tools available have different strengths and weaknesses, he said. Codex is better at reasoning, while Claude Code generates cleaner, more shareable code.
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>
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> Jin flew to San Francisco in February for Claude Code's first birthday party, where attendees waited in line to compare notes with Cherny. The crowd included a practicing cardiologist from Belgium who had built an app to help patients navigate care, and a California lawyer who made a tool for automating building permit approvals using Claude Code.
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>
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> "It was basically like a sharing party," Jin said. "There were lawyers, there were doctors, there were dentists. They did not have software engineering backgrounds."
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>
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> — *The Wall Street Journal*, March 21, 2026, [*"The Trillion Dollar Race to Automate Our Entire Lives"*](https://lnkd.in/gs9td3qd)
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https://x.com/realsigridjin/status/2039472968624185713
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---
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## Porting Status
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The main source tree is now Python-first.
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- `src/` contains the active Python porting workspace
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- `tests/` verifies the current Python workspace
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- the exposed snapshot is no longer part of the tracked repository state
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The current Python workspace is not yet a complete one-to-one replacement for the original system, but the primary implementation surface is now Python.
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## Why this rewrite exists
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I originally studied the exposed codebase to understand its harness, tool wiring, and agent workflow. After spending more time with the legal and ethical questions—and after reading the essay linked below—I did not want the exposed snapshot itself to remain the main tracked source tree.
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This repository now focuses on Python porting work instead.
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## Repository Layout
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```text
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@@ -153,33 +126,13 @@ python3 -m src.main tools --limit 10
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The port now mirrors the archived root-entry file surface, top-level subsystem names, and command/tool inventories much more closely than before. However, it is **not yet** a full runtime-equivalent replacement for the original TypeScript system; the Python tree still contains fewer executable runtime slices than the archived source.
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## Built with `oh-my-codex`
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The restructuring and documentation work on this repository was AI-assisted and orchestrated with Yeachan Heo's [oh-my-codex (OmX)](https://github.com/Yeachan-Heo/oh-my-codex), layered on top of Codex.
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- **`$team` mode:** used for coordinated parallel review and architectural feedback
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- **`$ralph` mode:** used for persistent execution, verification, and completion discipline
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- **Codex-driven workflow:** used to turn the main `src/` tree into a Python-first porting workspace
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### OmX workflow screenshots
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*Ralph/team orchestration view while the README and essay context were being reviewed in terminal panes.*
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*Split-pane review and verification flow during the final README wording pass.*
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## Community
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<p align="center">
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<a href="https://instruct.kr/"><img src="assets/instructkr.png" alt="instructkr" width="400" /></a>
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<a href="https://discord.gg/6ztZB9jvWq"><img src="https://img.shields.io/badge/Join%20Discord-6ztZB9jvWq-5865F2?logo=discord&style=for-the-badge" alt="Join Discord" /></a>
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</p>
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Join the [**instructkr Discord**](https://instruct.kr/) — the best Korean language model community. Come chat about LLMs, harness engineering, agent workflows, and everything in between.
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[](https://instruct.kr/)
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Join the [**claw-code Discord**](https://discord.gg/6ztZB9jvWq) — come chat about LLMs, harness engineering, agent workflows, and everything in between.
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## Star History
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