halimbawa ng code sa halip na production code na may automated tests. Para beripikahin ang iyong setup at mga pagbabago:
### Manwal na Pagsusuri
1. **Subukan ang Python environment:**
```bash
python
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FoundryChatClient` kullanır (ajanlar Foundry portalında görünür)
- Yerleşik gözlemlenebilirlik ile üretim hazır
- Dosya deseni: `*-python-agent-framework.ipynb`
## Test Talimatları
Bu eğitim deposu, otomatik testlerle üretim kodu değil, örnek kod içerir. Kurulum ve değişikliklerinizi
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نوٹ بک کی کارروائی کی جانچ کریں:**
```bash
# Convert notebook to script and run (tests imports)
jupyter nbconvert --to script /code_samples/ .ipynb --stdout | python
```
3. **ماحول کے متغیرات کی تصدیق
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project. Examples: `logging`, `x-content` (JSON/CBOR/YAML/SMILE parsing abstraction).
* `client`: The official Java REST client.
* `test`: Test infrastructure used by the rest of the repo. `framework` holds `ESTestCase`/`ESIntegTestCase`/`ESSingleNodeTestCase`; also
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stage=delta -p pattern=MONOTONIC_TIMESTAMPS"
```
## Self-test
Never skip the self-test. Do not pass `-DskipSelfTest=true` or `--test` to `run.sh`. The
self-test validates correctness across all impl/operation/data
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change is necessary.
- Make minimal, focused changes.
- Follow existing coding style and patterns.
- Write tests that exercise the change.
- Keep backwards compatibility with prior releases in mind
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frontend) and Go workspaces (backend).
## Principles
- Follow existing patterns in the surrounding code
- Write tests for new functionality — for Go code, use `testing/synctest` over sleeps and
time-based assertions
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worktrees/`, CI, or mandatory branch setup unless the user explicitly requests them. The only test location is `skills/ppt-master/scripts/tests/` under the conditions in [`docs/rules/code-style.md`](docs/rules/code-style.md) §11.
- On conflict with a generic
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datasets outside the repo; instead, document how to fetch them in the notebook.
## Build, Test, and Development Commands
Use a virtual environment to isolate dependencies:
- `python -m venv .venv && source
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repo according to `repo/MIGRATION.md`.
- Preserve the public function signatures and behavior.
- Run the baseline test command before editing.
- Edit the app code and its tests.
- Run the check command named
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colbymchenry/codegraph` on npm; same binary serves as installer, indexer, and MCP server.
## Build, Test, Run
```bash
npm run build # tsc + copy schema.sql and *.wasm + build the viewer into dist/; chmods
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agent skills for step-by-step workflows:
```bash
npx skills add usestrix/strix
```
- `penetration-testing-with-strix` — run a headless pentest against code, URLs, domains, or IPs and read results (covers
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