Forges

26 reusable knowledge repos for AI agents.

Shipped

Reusable AI agent knowledge packaged as skills and templates in git repos — clone into your project and go.

The pattern

A forge is a git repo that packages reusable AI agent knowledge as markdown skills and templates with variable substitution. There's nothing to install — it's pure knowledge, portable via clone and copy, and it works with any AI coding agent.

When an agent needs to know how to do something — release a package, audit a repo, run a demo, write tests — it reads a forge skill. The skill tells it exactly what to do, in what order, with what checks. The agent doesn't improvise. It follows the forge.

Engineering forges

Skills for building, testing, shipping, and maintaining software.

brutal-forge

Zero-mercy software quality demolition — 5-angle attack ranked by user pain

cli-forge

Convert MCP servers into agent-first CLIs — kill the token tax

connection-forge

Vendor integration contract factory — 7-phase lifecycle with per-field confidence scoring

elt-forge

Data pipeline framework — medallion architecture with contracts and audit

forge-forge

Meta-forge for creating and managing forges

foss-forge

Open-source standards and marketing for agentic software

improve-forge

Systematically improve any project — score, prioritize, fix, verify, leave it better

landfall-forge

On-the-fly imports for messy data. Agents collect irregular sources, preserve evidence, update durable state, and stop before human-only actions

loss-forge

Measurable improvement for AI-operated systems — loss functions + mission scores

mcp-forge

Build MCP servers the right way — from API design through marketplace distribution

ml-forge

Solve software problems with ML, not just LLMs — small local models as static artifacts

nightingale-forge

Failure study forge — reads session transcripts, extracts incidents, cross-references against StepProof runbooks

refactor-forge

Language migrations and rewrites with behavioral parity testing

security-forge

Security auditing and hardening for agentic software

ship-forge

Shipping standards — CI/CD, QA, code quality, deployment, release hygiene

test-forge

Intelligent testing — point at anything, say "test this"

Knowledge forges

Skills for creating, managing, and distributing content.

book-forge

Complete book publishing pipeline — markdown to EPUB/PDF/HTML/audiobook

brand-forge

Generate every brand asset in one command — OG images, social, banners, print

demo-forge

AI-generated demo content — GIFs, SVGs, screenshots, diagrams, social cards

image-forge

AI image generation — concept interviews, generation, editing, book covers

learning-forge

Turn experience into improvement — capture learnings, route to projects and forges

publish-forge

Editorial orchestration — idea to published post with images, charts, and social derivatives

video-forge

Cinematic brand video production — 11-stage pipeline from intake to deliver

Business forges

Skills for commerce, underwriting, and market operations.

marketing-forge

Distribution + measurement — tracked URLs, local SEO, campaign copy

shopping-forge

AI-powered grocery shopping — meal planning, cart optimization, multi-store orchestration

underwriting-forge

Deal underwriting suite — load to decision with conviction scoring

Self-improving

Forges audit each other. Running /foss-check on a real project reveals gaps in foss-forge, which reveals gaps in demo-forge, which reveals gaps in forge-forge. Each audit improves the auditor. The ecosystem gets better by using itself.