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Gangsta Agents

Gangsta Framework — Spec-Driven Development for AI Agents

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llms.txt
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# Gangsta Agents

> Gangsta Framework — Spec-Driven Development for AI Agents

## Documentation Sets

- [Gangsta Agents](https://gangsta.page/llms-full.txt): Gangsta Framework — Spec-Driven Development for AI Agents

## Docs

- [What is Gangsta Agents?](https://gangsta.page/raw/getting-started.md): An AI agentic skills framework for spec-driven development, organized around the mafia family metaphor.
- [Installation](https://gangsta.page/raw/getting-started/installation.md): Install Gangsta Agents skills on Claude Code, GitHub Copilot, OpenCode, Codex, Gemini CLI, or Cursor.
- [Quickstart — Your First Heist](https://gangsta.page/raw/getting-started/quickstart.md): Walk through your first Gangsta Agents Heist cycle from start to finish.
- [The 1% Rule](https://gangsta.page/raw/getting-started/the-1-percent-rule.md): The core behavioral rule of Gangsta Agents — if there's even a 1% chance a skill applies, you must invoke it.
- [Core Concepts](https://gangsta.page/raw/core-concepts.md): The foundational ideas behind Gangsta Agents — the hierarchy, the pipeline, the laws, and the philosophy.
- [Intent Routing](https://gangsta.page/raw/core-concepts/intent-routing.md): How Gangsta Agents maps user intent to the right skill invocation.
- [Omerta — The Five Laws](https://gangsta.page/raw/core-concepts/omerta.md): The five governance laws that prevent chaos in AI-assisted development.
- [Spec-Driven Development](https://gangsta.page/raw/core-concepts/spec-driven-dev.md): The philosophy at the core of Gangsta Agents — spec is law, code is implementation.
- [The Gangsta Agents Family Hierarchy](https://gangsta.page/raw/core-concepts/the-borgata.md): The organizational structure of a Gangsta Agents project — Don, Consigliere, Underboss, Crew Lead, Worker, and The Ledger.
- [The Heist Pipeline](https://gangsta.page/raw/core-concepts/the-heist.md): The 6-phase development cycle that every feature goes through in Gangsta Agents.
- [The Ledger](https://gangsta.page/raw/core-concepts/the-ledger.md): Gangsta Agents' institutional memory — insights, fails, and constitution rules that persist across sessions.
- [Reconnaissance](https://gangsta.page/raw/heist-pipeline/reconnaissance.md): Phase 1 — Gather intel on the codebase, requirements, and constraints before any design begins.
- [The Grilling](https://gangsta.page/raw/heist-pipeline/the-grilling.md): Phase 2 — Adversarial debate between proposer and devil's advocate to surface risks and edge cases.
- [The Sit-Down](https://gangsta.page/raw/heist-pipeline/the-sit-down.md): Phase 3 — Draft the formal specification (Contract). No code allowed.
- [Resource Development](https://gangsta.page/raw/heist-pipeline/resource-development.md): Phase 4 — Decompose the Contract into work packages and allocate territories.
- [Execution](https://gangsta.page/raw/heist-pipeline/the-hit.md): Phase 5 — Parallel implementation by Workers using Test-Driven Development and budget tracking.
- [The Delivery](https://gangsta.page/raw/hei
…

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