Codex-native multi-agent orchestration for software development using the QRSPI workflow.
This repository is designed to be the central source of truth for a reusable Codex skill plus a thin per-project stub. It is intentionally language-agnostic: QRSPI should choose the most suitable language and tooling for the task and existing repository, not assume Python.
skills/qrspi-codex-orchestrator/— installable Codex skillexamples/project-stub/— minimalAGENTS.mdstub for any target repositoryscripts/build_release.py— builds release-ready ZIP artifacts from this repositorydocs/INSTALL.md— installation and usage guidancedocs/PUBLISH.md— GitHub publishing and release guidance.github/workflows/— CI and release automation
QRSPI should be reusable across many repositories without copying a full starter repo every time.
The intended model is:
- Install the skill once in Codex.
- Add only a thin
AGENTS.mdstub to each target repository. - Let the skill bootstrap
.qrspi/on demand when a task starts.
Use the Codex skill installer with the GitHub directory URL of the skill folder:
$skill-installer install https://github.com/<owner>/<repo>/tree/main/skills/qrspi-codex-orchestrator
Then restart Codex.
Detailed installation instructions are in docs/INSTALL.md.
- Copy or adapt
examples/project-stub/AGENTS.mdinto the target repository root. - Start Codex in the target repository.
- Ask Codex to use QRSPI.
- If
.qrspi/is missing, let the skill bootstrap it on demand.
Example prompts:
QRSPI start: implement feature X and stop after design for approval.
QRSPI resume.
QRSPI status.
- explicit phase order: question -> research -> design -> structure -> plan -> implement -> pr
- human gate after design
- one vertical slice at a time
- minimal per-project footprint
- choose language and tooling from evidence:
- explicit user requirement
- repository conventions
- lowest-friction implementation
This repository is already structured for direct publication:
- root
LICENSE - repository README
- install and publish docs
- release build script
- CI workflow
- tag-based release workflow
See docs/PUBLISH.md for the exact sequence.
python scripts/build_release.pyThis creates:
dist/skill.zipdist/qrspi-codex-native-repo.zip
- Repository: MIT, see
LICENSE - Skill-specific license file:
skills/qrspi-codex-orchestrator/LICENSE.txt