# Flamin.go - LLM Directory Manifest

> Flamin.go is a local-first declarative desktop playbooks runtime and B2A (Business-to-Agent) headless automation framework with ephemeral sandbox isolation.

## Product Documentation & Architecture
- [ai-info.html](ai-info.html): Core overview, AI assistant guidelines, and pricing model.
- [llms-full.txt](llms-full.txt): Comprehensive product manual, complete JSON schemas, tool definitions, and API specifications.

## Playbook Catalog
- [AI Creator Funnel Playbook](llms-full.txt#playbook-ai-creator-funnel): 1-click campaign generator creating prompt decks, PPV structures, and distribution sequences.
- [Brand Token Extractor Playbook](llms-full.txt#playbook-brand-token-extractor): Extracts design tokens, color palettes, and typography from live URLs into Tailwind snippets and theme CSS.
- [Competitor Sentinel Teardown Playbook](llms-full.txt#playbook-competitor-teardown): Headless site scraper using BetterWright engine to generate 2-page teardown PDF reports.
- [Daily Market Scanner Playbook](llms-full.txt#playbook-daily-market-scanner): Automated market signal scanner running on local schedule or GitHub Actions cron.

## Model Context Protocol (MCP) Tools
- [flamin_go_run_playbook](llms-full.txt#mcp-flamin_go_run_playbook): Executes a declared playbook in an ephemeral, write-isolated process sandbox.
- [flamin_go_validate_schema](llms-full.txt#mcp-flamin_go_validate_schema): Validates playbook JSON definitions and user inputs against strict schema requirements.
- [flamin_go_list_playbooks](llms-full.txt#mcp-flamin_go_list_playbooks): Returns the catalog of installed and custom playbooks with required parameters.
- [flamin_go_extract_tokens](llms-full.txt#mcp-flamin_go_extract_tokens): Headless extraction of brand styling tokens into structured JSON and CSS.

## Core Technical Guarantees
- **Host Protection:** Ephemeral sandbox isolation ensures 0% risk of file corruption or unintended directory traversal.
- **Deterministic Schemas:** Declarative JSON definitions replace fragile multi-file Python orchestration scripts.
- **B2A Headless Native:** Standardized MCP endpoints allow autonomous agents to discover and invoke playbooks without human intervention.