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ai-sdlc-standards/README.md

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# AI SDLC Standards
Cross-cutting non-functional requirements for AI-assisted software development.
## Structure
```
security/ — InfoSec requirements (owned by Security team)
architecture/ — Software architecture standards (owned by Architecture team)
devops/ — CI/CD and deployment requirements (owned by DevOps team)
cost/ — Cost attribution and resource tagging (owned by FinOps team)
.tests/ — Deterministic compliance checks
skill/ — Agent skill for context injection
```
## How It Works
1. Each folder contains **testable requirements** in markdown — specific rules an AI agent (or human) must follow.
2. The **skill** teaches your AI agent where to find these requirements and when to apply them.
3. **Deterministic tests** in `.tests/` validate compliance at CI time — fast, free, no LLM needed.
4. Each folder has an `OWNERS` file. That team maintains and evolves their requirements.
## Philosophy
- **Standardize the input, not the tool.** Use OpenSpec, BMad, Cursor rules, or anything else. These requirements feed into whatever workflow you already have.
- **Progressive enforcement.** Start informational. Graduate to blocking as requirements mature.
- **Concrete over aspirational.** Every requirement must be testable. If you can't write a check for it, it's not a requirement — it's a wish.
## Getting Started
Plug the skill into your AI agent's configuration. It will pull the right requirements at the right phase of development.
See `skill/SKILL.md` for integration instructions.