plus files copied as is. `:composeApp:renderPackaging ` renders them into `composeApp/build/packaging/ ` (`RenderPackagingTask` in buildSrc documents the template data). Never hand-write versions, checksums or release notes into these files.
- Checksums
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each framework's model. Do not
copy implementations solely to make the files match.
## Document and report the result
- Update source JSDoc for changed public APIs and behavior. Cover defaults
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tasks defined in [pixi.toml](pixi.toml) for all workflows
(building pandas, testing, type checking, building documentation, running benchmarks).
Linting checks require [pre-commit](https://pre-commit.com/), installed in a conda
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owns `docs/` and updates it. Edit `docs/` only when the task is
explicitly a documentation task. If your code change affects documented behavior, say so in your summary
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with e.g. `gh pr create --fill`.
## Code
- Maintain existing code structure and organisation and document public APIs.
- Keep methods, classes and tests within the limits in `Library/Homebrew/.rubocop.yml`. Simplify control flow
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thing well
**Note**: These limits apply to code files only. Non-code files like documentation (README.md, CHANGELOG.md), lock files (yarn.lock, package-lock.json), and auto-generated files are excluded from the count
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runtime and LLVM codegen
- [`cli/`](cli/) - Command-line interface and loader
- [`doc/`](doc/) - Documentation and User Manual
## Running Julia
You should have a recent binary copy of julia in your
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node` under `gitnexus/` and `gitnexus-web/`; `uv run` for Python under `eval/`; documented CI/dev workflows. |
| **Off-limits** | Real `.env` / secrets, production credentials, unrelated repos, destructive git ops without confirmation. |
## Model
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SECURITY.md](SECURITY.md#reporting-a-vulnerability).
## Working on changes
- Read the relevant code, tests, and documentation before editing. Paperless-ngx is complex: trace interactions between affected components rather than assuming
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Style and mechanics
This applies to all texts, including but not limited to UI, documentation, code comments.
- Use sentence case. Preserve original casing for brand names.
- End with a period
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monorepo with only dependencies that it has
## Security Model
When reviewing code, writing security documentation, or performing security research, keep in
mind the following aspects of Airflow's security model
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keep the
`requires-python` line.
Run scripts with:
```shell
uv run dev/my_script.py [args...]
```
Document `uv run` (not `python`) as the invocation method in READMEs and instructions.
## Fork CI job statuses
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Agent Instructions
Each provider is an independent package with its own `pyproject.toml`, tests, and documentation.
## Structure
- `provider.yaml` — metadata, dependencies, and configuration for the provider.
- Building blocks: Hooks, Operators, Sensors, Transfers
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Agent Guidelines for Airflow Registry
This document contains rules, patterns, and guidelines for working on the Airflow Registry project.
## Core Principles
### 0. Minimal JavaScript
- Keep JavaScript to minimum necessary
- Theme
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disclose verification limits
- **Choose the smallest sufficient approach:** Preserve practices and compatibility; existing functionality, documentation, or no code change may suffice. Compare user effort, persistence, reversibility, and maintenance. For style
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opening a pull request instead of pushing `master` directly. Small, low-risk changes and documentation-only updates can use a lighter workflow when Can prefers it.
Immediately before opening
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common case.
Database contracts belong to `packages/data-schemas`. Keep Mongoose types (`FilterQuery`,
`Types.ObjectId`, `Document`) out of exported signatures in `packages/api`, `packages/data-provider`
and `client`, because they make the storage engine part
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