later changes after
it is part of the trusted base. Preapproved digests must be code-reviewed in
that first change; after the corresponding file revision lands, promote the
consumed digest
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skill for placement, naming, test location, and how a large file becomes a directory.
### CodeReview
Before reviewing a PR / diff / branch change, read the **deep-review** skill. Ordinary review
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follow-up commit. This gives reviewers (and `git bisect`) a
clear before/after and proves the test actually exercises the broken code path.
This applies only to defects that existed before
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broken. Decision tree: `docs/ops/HARD_RULES_DETAIL.md` → Rule 18.
**Copilot coverage policy**: When a PR changes production code and coverage is below 60% (statements/lines/functions/branches), do not just report — add or update tests, rerun
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Review findings are leads until verified against the relevant design or shipped code and its contracts.
- A review request alone is read-only, as defined under "When
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career-ops project (parent/sibling repos, other codebases on the machine), knowledge from other Claude Code projects on the same machine, and cross-session inferences not written into an in-scope
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finds the user's files, and it keeps your real pipeline out of it.
## Reviews and scope
`web/` is maintained as first-party: functional and correctness fixes are very
welcome
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Notebooks should execute without errors
- README files should be clear and accurate
- Follow existing code patterns in the repository
- Maintain consistency with other lessons
## Additional Notes
### Common Gotchas
1. **Python
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Notebooks should execute without errors
- README files should be clear and accurate
- Follow existing code patterns in the repository
- Maintain consistency with other lessons
## Additional Notes
### Common Gotchas
1. **Python
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example for `
- `[Fix] Correct typo in lesson-XX README`
- `[Update] Improve code sample in lesson-XX`
- `[Docs] Update setup instructions`
### Pemeriksaan Wajib
- Notebook harus dijalankan tanpa error
- Berkas README harus
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default` for throwing an exception for unexpected values, or an assertion error if this code branch is unreachable.
## Types, Generics, and Suppressions
- Prefer type-safe constructs; avoid raw types
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security issue reporting page](https://grafana.com/legal/report-a-security-issue/) and not directly in this repository.
## CodeReview Rules
### Metrics
- Review metric changes against `contribute/backend/instrumentation.md`, especially registration, duplicate registration, label cardinality
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part workflows. Store secrets in environment variables such as `OPENAI_API_KEY`; never hard-code keys inside notebooks.
## Testing Guidelines
Execute notebooks top-to-bottom after installing dependencies and clear
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Never infer product behavior from page titles or old docs. Verify it in current code.
- Do not preserve a page merely because it already exists. Merge, rewrite, redirect, or remove
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summing per-turn assistant usage**, not `result.usage` (last-turn only in current Claude Code). See `docs/benchmarks/call-sequence-analysis.md`.) The mechanism that drives everything here: **an agent falls back to Read/Grep the instant
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