Bộ 7 role chuyên biệt (triage → specialist → implementer → reviewer) cùng lớp dùng chung: guardrail, tri thức về repo, checklist, và contract đầu ra. Vì sao có: bug UI/UX được báo bằng lời kể triệu chứng, và người sửa hay bỏ qua ba thứ mà repo này rất dễ vi phạm — luật "không file nào ngoài theme/ được đặt tên một màu", trần LOC theo bánh cóc, và việc ui/ với presentation/ cùng tồn tại nên sửa nhầm file là "đã fix mà vẫn thấy lỗi". knowledge/qt_pitfalls.md chép lại 20 nguyên nhân gốc hay gặp của bug PySide6; examples/bad_fix.md có hai ca CÓ THẬT, gồm ca chính bản vá trong nhánh này từng mắc (compare_digest trên str ngoài ASCII) và lọt qua vòng review đầu. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Cowork Local
Cowork Local is the internal AI cowork desktop platform. It provides a local-first desktop runtime, multi-turn conversational agents, workspace isolation, task scheduling, MCP connectors, security guardrails, and model routing.
🏛️ 4-Tier Clean Architecture
The codebase strictly adheres to Clean Architecture with unidirectional inward dependencies:
presentation/ (PySide6 UI, Shell, NavRail, Chat, Scheduling, Settings, Dashboard)
│
▼
application/ (Pure Python Orchestration: Conversations, Scheduling, Workspaces, Monitoring, Routing)
│
▼
domain/ (Pure Python: Entities, Immutable Execution Requests, Agent Events, Descriptors)
▲
│
infrastructure/ (Adapters, LLM Providers, Atomic Persistence, Keyring SecretStore, MCP)
- Domain & Application Layers: 100% Pure Python (zero Qt/UI imports).
- Single Responsibility: Every production module is strictly
<= 400 LOC. - Security & Durability: API keys stored in OS Keyring; atomic JSON disk persistence.
🚀 Quick Start
1. Windows — two double-clicks
install.bat once, to install the Python dependencies
run.bat every time, to start the app
install.bat builds an isolated virtualenv under %LOCALAPPDATA%\CoworkLocal
(deliberately outside the repo — the quality gates walk the whole directory
tree, so a .venv in here would turn every vendored module into a Gate O
violation). Add --dev to also install the test dependencies, or --system to
skip the virtualenv and install into the Python already on PATH.
Both scripts also make the source importable under its package name. That step
is not optional: python -m cowork_local only resolves when the checkout
directory is literally named cowork_local, and the MS365 MCP server is
launched as a subprocess with python -m cowork_local.mcp_servers.ms365_server,
so a differently-named checkout breaks the app and its subprocesses. The
scripts create a junction instead of forcing anyone to rename their folder.
2. Any platform — run from source
From the parent of a checkout directory named cowork_local:
python -m cowork_local
3. Run Automated Tests
python -m pip install -r requirements.txt
pytest -q
There is one requirements file, not a runtime/test pair. A separate test file
would hold only pytest: 64 of the 108 test modules build real widgets, and 20
of them import PySide6 unguarded at module scope, so it would have to pull in
almost the whole runtime list anyway — two files for one near-identical list is
just a second place for the pins to drift.
🛡️ CASAN Quality Gate & Verification
Before submitting any Pull Request, run the unified CASAN Quality Gate:
# Run all 4 quality gates (Clean Arch, Secrets, LOC, and Pytest Suite)
python scripts/run_quality_gate.py
# Run static and architectural guards only (fast check)
python scripts/run_quality_gate.py --skip-tests
Individual guard scripts:
- Clean Architecture Import Guard:
python scripts/check_imports.py - Secrets & Plaintext Audit:
python scripts/audit_security.py - Single Responsibility LOC Guard:
python scripts/check_loc.py --max-lines 400 - Release E2E Smoke Test:
pytest tests/e2e/test_smoke.py -v
🤝 Contributing & Recipes
- Quick Start Guide: See START_CONTRIBUTING.md.
- Contributor Recipes: See docs/governance/contributor-recipes.md for step-by-step recipes to:
- Add a new AI Model Provider.
- Add a new Built-in Tool / MCP Server.
- Add a new Screen / Tab / Widget.
- Security Policy: See SECURITY.md.