Architect loop framework for AI-driven development
Project description
ready-to-work (rtw)
Plan → Execute → Review loop for AI-driven development. Unlike simple chat, rtw orchestrates an agentic loop where the AI actually executes code changes step-by-step.
Key Features
- Step-by-step execution: Each plan step runs individually with its own timeout, enabling early abort on failures and better error attribution
- Swappable backends: Cursor Agent (default), Codex CLI, Claude Code (stubs ready)
- Persistent state: Interrupt and resume runs, inspect intermediate results in
.rtw/runs/ - Lessons learned: Cumulative memory across iterations helps the agent avoid repeating mistakes
Installation
pip install ready-to-work
Or with uv:
uv tool install ready-to-work
Prerequisites: Cursor Agent CLI (authenticated), Python 3.11+.
Usage
rtw run task.md # Run architect loop
rtw run task.md --max-iter 5 # Limit iterations
rtw run task.md --model sonnet-4.6 # Override model
rtw run task.md --backend codex # Use different agent backend
rtw list # List runs
rtw resume # Resume latest run
Agent Backends
| Backend | CLI | Status |
|---|---|---|
cursor |
cursor-agent -p |
✅ Implemented |
codex |
codex |
🔧 Stub (contributions welcome) |
claude |
claude |
🔧 Stub (contributions welcome) |
Development
git clone https://github.com/joey-lou/ready-to-work.git
cd ready-to-work
uv sync
uv run pre-commit install
Run tests and linting:
uv run pytest
uv run ruff check . && uv run ruff format .
Releasing
Version is derived from git tags via hatch-vcs. To release:
git tag v0.3.0 && git push --tags
This triggers the release workflow, which publishes to PyPI and creates a GitHub Release.
License
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file ready_to_work-0.0.0a2.tar.gz.
File metadata
- Download URL: ready_to_work-0.0.0a2.tar.gz
- Upload date:
- Size: 29.5 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
7cca9a8bb3474dbb0a659d71d30c6642bd67288c23de0d4a1d8393aee9fe93d7
|
|
| MD5 |
9296395f770b4857999a9bd5fc1cdde8
|
|
| BLAKE2b-256 |
01868a026720c471a8318a6789adf1af0efa6b8d92132344a642cf656c40170c
|
Provenance
The following attestation bundles were made for ready_to_work-0.0.0a2.tar.gz:
Publisher:
release.yml on joey-lou/ready-to-work
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
ready_to_work-0.0.0a2.tar.gz -
Subject digest:
7cca9a8bb3474dbb0a659d71d30c6642bd67288c23de0d4a1d8393aee9fe93d7 - Sigstore transparency entry: 976551653
- Sigstore integration time:
-
Permalink:
joey-lou/ready-to-work@64def3d04d8a6c809d1753b1fe488ec2de46e3e8 -
Branch / Tag:
refs/tags/v0.0.0a2 - Owner: https://github.com/joey-lou
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@64def3d04d8a6c809d1753b1fe488ec2de46e3e8 -
Trigger Event:
push
-
Statement type:
File details
Details for the file ready_to_work-0.0.0a2-py3-none-any.whl.
File metadata
- Download URL: ready_to_work-0.0.0a2-py3-none-any.whl
- Upload date:
- Size: 30.9 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
0478c0b0dfb63e4a5e799c7df7125e50c741f825c523aac84a3ea49fbdaa4803
|
|
| MD5 |
242bdf2f0c38040bf233b4f7358773f0
|
|
| BLAKE2b-256 |
1c12ef93b6ae51a247f37814f5acde963e9e4137ebdd72733b80820c076c493e
|
Provenance
The following attestation bundles were made for ready_to_work-0.0.0a2-py3-none-any.whl:
Publisher:
release.yml on joey-lou/ready-to-work
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
ready_to_work-0.0.0a2-py3-none-any.whl -
Subject digest:
0478c0b0dfb63e4a5e799c7df7125e50c741f825c523aac84a3ea49fbdaa4803 - Sigstore transparency entry: 976551655
- Sigstore integration time:
-
Permalink:
joey-lou/ready-to-work@64def3d04d8a6c809d1753b1fe488ec2de46e3e8 -
Branch / Tag:
refs/tags/v0.0.0a2 - Owner: https://github.com/joey-lou
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@64def3d04d8a6c809d1753b1fe488ec2de46e3e8 -
Trigger Event:
push
-
Statement type: