القائمة
Use when: changing TSG Builder pipeline behavior, stage prompts, TSG markers, required headings, review warnings, retries, or Research/Write/Review contracts.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Use when: working with the Azure AI Foundry v2 SDK — AIProjectClient, agent creation (create_version / PromptAgentDefinition), the Responses API (responses.create), agent_reference vs agent, MCP/Web Search tools, streaming events, or azure-ai-projects version breakage.
Use when: changing Azure AI Foundry setup, model deployment validation, .agent_ids.json, agent staleness, create-agent, validate_setup.py, or supported GPT-5 model policy.
Use when: changing PII checks, telemetry events, privacy boundaries, update checks, generated metrics, or docs/telemetry.md.
Use when: changing TSG Builder release workflow, PyInstaller build, Windows installer, artifact names, versioning, checksums, or release docs.
| name | tsg-pipeline |
| description | Use when: changing TSG Builder pipeline behavior, stage prompts, TSG markers, required headings, review warnings, retries, or Research/Write/Review contracts. |
Use this workflow for changes to pipeline.py, tsg_constants.py, stage instructions, marker contracts, or review behavior.
{{MISSING::...}} when not present in notes or research.<!-- TSG_BEGIN --> and <!-- TSG_END -->.<!-- QUESTIONS_BEGIN --> and <!-- QUESTIONS_END -->.accuracy_issues and suggestions are warnings, not blockers..github/instructions/pipeline.instructions.md.Run the narrow affected tests first, then make test-quick.