by Fr-e-d
Turns AI coding tools into reliable software delivery systems. Drop a .gaai/ folder into any project — Discovery defines what to build, Delivery executes autonomously until criteria pass. Works with Claude Code, Codex CLI, Gemini CLI, Cursor, and more. No SDK. No package. Markdown + YAML + bash.
# Add to your Claude Code skills
git clone https://github.com/Fr-e-d/GAAI-framework
A .gaai/ folder you drop into any project. Markdown + YAML + bash. No SDK. No package. No external services.
GAAI turns AI coding tools into reliable agentic software delivery systems.
You: /gaai-discover
Discovery: "What do you want to build?"
You: "Add rate limiting — 100 req/min per user, 429 on exceeded."
Discovery: "Got it. Checking memory for existing middleware patterns..."
→ Generates Epic E03 + Story E03S01 with acceptance criteria
→ Runs validation: artefact complete, criteria testable, no scope drift
→ Adds to backlog: status: refined
Discovery: "Done. E03S01 is ready. Run /gaai-deliver when you're ready."
You: /gaai-deliver
→ Spawns an isolated Delivery Agent (clean context — no Discovery bleed)
Delivery: → Reads E03S01 from backlog
→ Loads middleware conventions from memory
→ Planning Sub-Agent: produces execution plan
→ Implementation Sub-Agent: adds rate-limiting middleware
→ QA Sub-Agent: all acceptance criteria PASS
→ Story marked done, PR merged to staging
Delivery: "E03S01 complete. No further Stories in backlog."
Two slash commands. Two isolated contexts. Discovery reasons — it never executes. Delivery executes — it never decides scope. They never share a context window, so system prompts can't contaminate each other. The backlog is the contract between them.
Want it fully autonomous? The Delivery Daemon polls your backlog and auto-delivers stories in parallel — no human in the loop.
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AI coding tools are fast — but without governance, speed creates drift: agents touch code they shouldn't, forget decisions from prior sessions, and ship features no one can verify against criteria. GAAI adds the missing layer.
Built for developers who already have product clarity — solo founders, senior engineers, small teams who know what to build and need an agent that ships it reliably without going off-script. If you've ever said "the agent broke something it wasn't supposed to touch," this is for you.
| vs. | Difference | |-----|-----------| | AGENTS.md / cursor rules | Solves one session. GAAI adds cross-session memory, scope authorization, and structured delivery. | | BMAD-METHOD | Simulates a multi-agent Agile team. GAAI is lighter on Discovery, more rigid on Delivery governance. | | LangGraph / AutoGen / CrewAI | Code-first orchestration for building AI systems. GAAI governs the use of AI coding tools. Different abstraction level. | | Spec Kit (GitHub) | Spec-drive...