After finishing, use `ruff format .` and `ruff check .` to format and check the code.
4. When committing, ensure to use conventional commits messages, such as `feat: add new agent
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bodies, trailers, branch names, PR titles, or PR descriptions.
- PR titles must describe the code change only.
- Before creating or updating commits or PRs, verify that the generated metadata does
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variables take precedence. Root dev/database scripts explicitly load `.env.local` through `dotenvx`. Tests and application code can have their own environment loaders; do not assume every command loads `.env.local`.
- **Storage**: explicit
cli/src/color.rs`. This module respects the `NO_COLOR` environment variable. Never use hardcoded ANSI color codes.
- CLI flags must always use kebab-case (e.g., `--auto-connect`, `--allow-file-access`). Never
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scripts/`, or `assets/` only when they earn their place.
4. Run the commands and code you document. Scope claims to the release you actually tested
("targets stable GeoPandas
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Apache Spark
## Pre-flight Checks
Before the first code edit or running test in a session, ensure a clean working environment. DO NOT skip these checks:
1. Run `git remote
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review the maintainer's changes — they are final, not a proposal. Don't thank them for "letting" the maintainer rewrite their work.
- When posting comments with code samples
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welcome.
### Accountability
- Pure code-agent PRs are **not allowed**. A human submitter must understand and
defend the change end-to-end.
- The submitting human must review every changed line
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doc/BUILD.bazel` and the example `BUILD.bazel` files emit it, because they define test targets. Library code tags select the same steps.
- **`doc_example`** is what doc assets emit: `.py`, `.ipynb`, `.yaml
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Understand what you commit.** AI assistance is fine; shipping code you couldn't have written, debugged, or defended in review is not.
- **A limit change is not done until
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template. Trivial autocomplete does not need to be disclosed. All AI-generated code must be self-reviewed.
4. **Format your code before pushing.**
- Backend: `bash scripts/format_backend.sh`
- Frontend: `bash scripts/format_frontend.sh
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enforced by the required CI check; do not report commit-signoff findings in codereviews.
- Formatting: yapf (column_limit=119, `.style.yapf`) + flake8 (`.flake8`).
- Always verify changed files pass pre-commit
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child crate is not a new workspace dependency. Evaluate new crates by the maintained code and correctness obligations they remove versus their integration, compatibility, security, and upkeep costs; add them
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This limit applies only to creating issues; investigate or fix issues fully when asked.
## CodeReview Rules
Check new and modified tests for the common-header and include-group conventions
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runs on every non-draft pull request. The contribution workflow is in [CONTRIBUTING.md](CONTRIBUTING.md).
## CodeReview Rules
### Severity
- P1 is only for problems that produce wrong behavior at runtime: user
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comments, and do what it asks first (an audit, a discussion) before changing code. A review checks the change against it.
- One concern per pull request.
- A fix comes with
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Wikipedia article]: https://en.wikipedia.org/wiki/BitTorrent
## Communication
Use clear, appropriate English for non-native readers.
## CodeReview Guidelines
* Respect project configuration. Avoid reading excluded files unless it is strictly necessary
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