code standards.
- Run `pnpm run format` to format your code.
- Build: `pnpm run build`
- Test: `pnpm run test` (uses Vitest and Playwright)
## Repository Structure
- `docs/`: Documentation
- `packages/create-vite`: The source code
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were asked to reproduce a bug, brief a pull request, write or fix a test, re-sync a translation, find stale documentation, or make any change to the code (this
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Behavior Proof" with environment, exact commands or steps, observed result, and what was not tested.
3. Be strict about contributor verification: missing tests, missing runtime evidence, or placeholder PR text
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entry script (delegates to `llamafactory.webui.interface`)
- `src/api.py` - API server entry script (delegates to `llamafactory.api.app`)
- `tests/` - Test suite
- `examples/` - Example configurations for various training scenarios
- `data/` - Dataset definitions and examples
### v1 Architecture
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autogenerated dependency bump message. Inspect the actual diff and describe the likely behavioral, build, test, security, and compatibility impact.
- For changes that appear mechanical, check whether they affect daemon behavior
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gRPC-like protocol over VS Code message passing. Schemas in `proto/`.
- **MCP**: `src/services/mcp/McpHub.ts`.
## Build & Test (Critical — non-obvious commands)
- **Build**: `bun run compile` — NOT `bun run build`.
- **Watch
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specific additions. See AGENTS.md for the shared cross-tool governance layer.
# Copilot-specific guidance
## Test generation
- Prefer unittest.TestCase for generated tests to match the existing test suite.
- Mock external calls
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package files, lockfiles, or workspace configuration unless the task explicitly requires it.
- Preserve existing test style and helpers.
- Do not claim tests passed unless you actually ran them.
- Report exact
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AGENTS.md` and the skills in `.claude/skills/`.
## Code Review Standards
Review focus areas: Security → Performance → Testing → Documentation (in priority order)
When reviewing code, use these emoji prefixes to categorize feedback:
- 🔒 Security
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Enable GitHub Actions on your fork to catch errors early.
- Run the [DNS API Test](https://github.com/acmesh-official/acme.sh/wiki/DNS-API-Test) workflow for DNS plugins.
- For Docker changes, ensure the Dockerfile includes
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build` -- takes 25-30 seconds. NEVER CANCEL.
- Dashboard creates optimized production build in `dashboard/dist/`
### Testing
- Do not generate test files for now.
### Code Quality and Linting
- Install ruff linter
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Python is required (node-gyp).
yarn build:js # ~5 s. Required — e2e tests and cross-package imports load build/.
```
Unit tests MUST run the package under test from source: their
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only. No Redux/MobX/Recoil.
- Use `shallow` comparison in `useStore` when selecting objects/arrays. Flag missing `shallow`.
## Tests
Rules: `.github/instructions/frontend-tests.instructions.md`. How to write one:
`frontend/src/test/README.md`. Reject any spec that would still pass against
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code quality**
- `make format` to format the project.
- `make lint` for static analysis.
- `make test` to run the test suite.
2. **Maintain documentation**
Review and update the contents
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null checks when the type system says a value cannot be null.
### Testing
* Check for an `AGENTS.md` file in the relevant product area and follow its more specific guidance
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