# lee-to/ai-factory

You want to build with AI, but setting up the right context, prompts, and workflows takes time. AI Factory handles all of that so you can focus on what matters — shipping quality code.

Repository: https://github.com/lee-to/ai-factory
Canonical: https://ross.abutalabs.com/products/ai-factory
Homepage: https://aif.cutcode.dev
Language: Shell
License Family: other
Topics: ai, ai-agents, ai-skills, spec-driven-development
Last push: 2026-09-02T10:43:39+00:00

## Health v2 (maintenance only)
Score: 82/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 100, release rhythm 98, longevity 14
- inputs: {"age_days": 208, "days_push": 0, "days_rel": 19, "gap_med": 1, "n_releases_24m": 40}
- flags: no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1074, forks 96 (observed 2026-09-03T02:15:14.336119+00:00)

## What it is
AI Factory is an npm-distributed CLI that bootstraps an AI-powered development environment in any project, installing skills, configuring MCP servers, and wiring up 15+ AI coding agents like Claude Code, Cursor, and Copilot. It drives a spec-driven development loop with slash commands for planning, implementing, verifying, QA, committing, and evolving code.

## Use cases
- set up AI coding agent workflows in a project with one command
- spec-driven feature planning and implementation with AI
- install and configure MCP servers for AI agents
- generate step-by-step implementation plans from feature requests
- automated QA and verification of AI-written code
- manage reusable AI skills across coding agents

## When to avoid
- you prefer fully manual control over prompts and agent configuration
- your project has no use for AI-assisted development
- you need a tool with an explicit open-source license for compliance-sensitive use

## Facets
- artifact type: cli-tool
- maturity: active
- function: agent-framework, prompt-engineering, mcp, developer-tools, cli, workflow-automation, code-review
- domain: developer-tools
- platform: cli, cross-platform
- tags: spec-driven-development, ai-skills, claude-code, cursor, copilot, scaffolding, npm-package, ai-agents, automation, command-line, nodejs

## Member repositories
- lee-to/ai-factory (main) score 82

## Provenance
- Observed fields: from GitHub, fetched 2026-09-03T02:15:14.336119+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T06:53:50.282625+00:00, confidence not recorded.
  - readme: https://github.com/lee-to/ai-factory (fetched 2026-09-03T02:15:14.336119+00:00, sha 7422b8b9f483)
  - homepage: https://aif.cutcode.dev (fetched 2026-08-29T12:55:55.319747+00:00, sha 9149c47dd00c)
- Data as of 2026-08-30T08:39:29.467469+00:00.