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╔══════════════════════════════════════════╗
║                  ai-lib                  ║
║       Modular AI Workflow Library        ║
╚══════════════════════════════════════════╝

A library of AI agent custom instructions. Some are half-baked, some are forged nicely. You may find something cool, or boring — like a library has.

Agent definitions, skills, behavioral rules, workflows, and MCP configs — all portable as an aipack.

Pipeline

flowchart LR
    P[Pathfinder] -->|tasks.md| F[Forge]
    F --> V[Validator]
    V -->|qa-report.md - fail| F
    V -->|pass| Done
Loading

Inventory

Layer Count What
Agents 5 Reusable personas with tool/skill bindings (Pathfinder, Forge, Validator, Orchestrator, Keeper)
Skills 7 On-demand instructions — load when needed
Rules 5 Always-on behavioral constraints (forge, pathfinder, validator, keeper, clean-code)
Workflows 1 Multi-step pipelines from idea to shipped
MCP 2 Portable server configs (github, playwright)

Quick Start

# Prerequisite: Set your GitHub Personal Access Token
export GITHUB_PERSONAL_ACCESS_TOKEN=ghp_...

# Validator's browser E2E checks need a Playwright browser once per machine:
npx playwright install chromium

aipack pack install --url https://github.com/<your-user>/ai-lib.git --name ai-lib
aipack pack add ai-lib
aipack sync --harness all

# Then in any supported coding agent:
#   /spark-to-steel   — run the full pipeline

Philosophy

  • Machine-Readable — optimized for AI agents, not humans browsing
  • Iteration-First — prove it works, then formalize it
  • Portable — one source of truth, sync to any harness

See METADATA.md for the repository structure and agent protocol, and AGENTS.md for developer context.

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A repo that has a bunch of .md files that tell ai agents to do stuff in english...

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