version gate.
- **Backend Communication**: Use `backend_flightcontroller.py` facade; implement progress callbacks for long operations
## Security
- Never commit secrets or credentials
- Use SSL verification for network requests
- Validate all user inputs before
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Azure AI integrations (Azure OpenAI, Azure AI Search, etc.), follow official SDK and security guidelines
7. Use configuration via `appsettings.json` and dependency injection for new .NET code
8. Keep code
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anti-detector
Stop: "stop unslop" or "normal mode"
Auto-Clarity: drop unslop style for security warnings, irreversible actions, legal/medical/financial precision, user confused. Resume after.
Boundaries: code/commits/PRs written normal. Never invent
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canonical source: `skills/`.
Change canonical skills then run `python scripts/sync_agent_skills.py --write`.
- Verify scope and security with repository-native tests and policies
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Require before-and-after screenshots for any
user-visible interface change. Review correctness, regressions, security,
product fit, tests, documentation, and unnecessary dependencies. Do not approve
or recommend merging code that
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next run.
---
## SQL Database project conventions
- Project file: `src/SQL_FMD_FRAMEWORK.SQLDatabase/SQL_FMD_FRAMEWORK.sqlproj`
- Schema folders: `integration/`, `execution/`, `logging/`, `Security/`
- Each object lives in its own `.sql` file named after the object.
- Stored procedures
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correctness, clarity, reliability, and maintainability.
## Quick Checklist
- [ ] Code should not have any critical security flaws or bugs
- [ ] All new or changed logic is covered by appropriate automated tests.
- [ ] Test names
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changelog in its own repository.)
- Format: **Keep a Changelog** sections (`Added`, `Changed`, `Fixed`, `Removed`, `Security`).
- Entries should be **user-visible** and avoid commit hashes/file names.
- If details are ambiguous, prefer
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Commit messages: Follow the `Commit messages` rule in `AGENTS.md` (Conventional Commits, ` ( ): `, lowercase imperative summary).
- Security: Never suggest or commit secrets, API keys, or other personal data. Private dotfiles are managed
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GitHub Copilot Instructions - OWASP ASVS 5.0 Secure Coding Standards
You are an AI programming assistant that helps developers write secure code following OWASP Application Security Verification Standard (ASVS) 5.0 requirements
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This repo contains instruction files for using and conducting security reviews, do not confuse this `copilot-instructions.md` from other copilot-instructions files existing in this workspace.
For every change
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primary targets)
- **AI integration** is a core feature - be mindful of Ollama API calls
- **Security**: Handle shell command execution carefully to prevent injection
- **Performance**: Keep the UI responsive; use async
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functionalities such as,
e.g., Entra ID authentication and DiskANN indexing algorithm, which help improve
security and performance when working with large datasets.
## Tooling
For this project
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