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Updated today

by 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.

  • Active — Updated in the last 14 days
View on GitHub (opens in a new tab)

1.1k GitHub stars (1,134)

+33 in 20 days

Stars gained per day · daily snapshots since Sep 26
Stars gained per day, Sep 26 to Oct 16: +33 in total; the busiest day was Oct 2 with +5 stars.Sep 27: +1 starsSep 28: +1 starsSep 29: −1 starsSep 30: +2 starsOct 1: 0 starsOct 2: +5 starsOct 3: +2 starsOct 4: 0 starsOct 5: +1 starsOct 6: +4 starsOct 7: +2 starsOct 8: +4 starsOct 9: 0 starsOct 10: +2 starsOct 11: +2 starsOct 12: +1 starsOct 13: +2 starsOct 14: +2 starsOct 15: +1 starsOct 16: +2 stars
Stars gained between daily snapshots
PeriodNew stars
Sep 27+1
Sep 28+1
Sep 29−1
Sep 30+2
Oct 10
Oct 2+5
Oct 3+2
Oct 40
Oct 5+1
Oct 6+4
Oct 7+2
Oct 8+4
Oct 90
Oct 10+2
Oct 11+2
Oct 12+1
Oct 13+2
Oct 14+2
Oct 15+1
Oct 16+2
  • 30 skills (30 skills found in its SKILL.md files)
  • 100 forks (100 forks)
  • Today last update (Last updated today)

Install

Skills CLI

npx skills add lee-to/ai-factory

Asks which skills and agents to install. Just one: npx skills add lee-to/ai-factory --skill aif-architecture — add -g for every project.

Claude Code

git clone https://github.com/lee-to/ai-factorycp -r "ai-factory/skills/aif-architecture" ~/.claude/skills/

Copies the aif-architecture skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add lee-to/ai-factory

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md — showing the first 30 of 33 files.

  • aif-architecture

    Generate architecture guidelines for the project. Analyzes tech stack from DESCRIPTION.md, recommends an architecture pattern, and creates .ai-factory/ARCHITECTURE.md. Use when setting up project architecture, asking "which architecture", or after /aif setup.

    skills/aif-architecture/SKILL.md on GitHub (opens in a new tab)

  • aif-archive

    Archive completed plans and roadmap milestones. Moves finished plans to the archive directory and optionally trims closed milestones from ROADMAP.md. Use when user says "archive plans", "clean up plans", "archive completed", or "trim roadmap".

    skills/aif-archive/SKILL.md on GitHub (opens in a new tab)

  • aif-best-practices

    Code quality guidelines and best practices for writing clean, maintainable code. Covers naming, structure, error handling, testing, and code review standards. Use when writing code, reviewing, refactoring, or asking "how should I name this", "best practice for", "clean code".

    skills/aif-best-practices/SKILL.md on GitHub (opens in a new tab)

  • aif-build-automation

    Analyze project and generate or enhance build automation file (Makefile, Taskfile.yml, Justfile, Magefile.go). If a build file already exists, improves it by adding missing targets and best practices. Use when user says "generate makefile", "create taskfile", "add justfile", "setup mage", or "build automation".

    skills/aif-build-automation/SKILL.md on GitHub (opens in a new tab)

  • aif-ci

    Generate CI/CD pipeline (GitHub Actions / GitLab CI) with linting, static analysis, tests, security. Use when user says "ci", "setup ci", "github actions", "gitlab ci", "pipeline".

    skills/aif-ci/SKILL.md on GitHub (opens in a new tab)

  • aif-commit

    Create conventional commit messages by analyzing staged changes. Generates semantic commit messages following the Conventional Commits specification. Use when user says "commit", "save changes", or "create commit".

    skills/aif-commit/SKILL.md on GitHub (opens in a new tab)

  • aif-distillation

    Distill books, documents, folders, or URLs into compact, practical Agent Skills. Use when source material should become either one reusable skill package or a split set of focused skills, each with a concise SKILL.md plus detailed references and examples.

    skills/aif-distillation/SKILL.md on GitHub (opens in a new tab)

  • aif-dockerize

    Analyze project and generate Docker configuration: Dockerfile (multi-stage dev/prod), compose.yml, compose.override.yml (dev), compose.production.yml (hardened), and .dockerignore. Includes production security audit. Use when user says "dockerize", "add docker", "docker compose", "containerize", or "setup docker".

    skills/aif-dockerize/SKILL.md on GitHub (opens in a new tab)

  • aif-docs

    Generate and maintain project documentation. Creates a lean README as a landing page with detailed docs pages split by topic in the configured docs directory. Use when user says "create docs", "write documentation", "update docs", "generate readme", or "document project".

    skills/aif-docs/SKILL.md on GitHub (opens in a new tab)

  • aif-evolve

    Self-improve AI Factory skills based on project context, accumulated patches, and codebase patterns. Analyzes what went wrong, what works, and enhances skills to prevent future issues. Use when you want to make AI smarter for your project.

    skills/aif-evolve/SKILL.md on GitHub (opens in a new tab)

  • aif-explore

    Enter explore mode to investigate ideas, systems, problems, and requirements before planning. Use explicit ultra mode when the user wants a durable adaptive research bundle with an index and only the justified C4, ADR, or dependency artifacts.

    skills/aif-explore/SKILL.md on GitHub (opens in a new tab)

  • aif-fix

    Fix a bug or problem. Supports fix-now or plan-first; no args executes FIX_PLAN.md. When a regression check is needed, reproduce first, then implement and rerun it. Adds logging and suggests extra coverage.

    skills/aif-fix/SKILL.md on GitHub (opens in a new tab)

  • aif-grounded

    Reliability gate for answers. Forces evidence-based reasoning, explicit uncertainty, and “insufficient information” instead of guesses. Use when user says “be 100% sure”, “no hallucinations”, “only if verified”, “grounded answer”, or when stakes are high.

    skills/aif-grounded/SKILL.md on GitHub (opens in a new tab)

  • aif-implement

    Execute implementation tasks from the current plan. Works through tasks sequentially, marks completion, and preserves progress for continuation across sessions. Use when user says "implement", "start coding", "execute plan", or "continue implementation".

    skills/aif-implement/SKILL.md on GitHub (opens in a new tab)

  • aif-improve

    Refine an existing implementation plan with a second iteration. Re-analyzes the codebase for gaps, missing tasks, and wrong dependencies. Use after /aif-plan or to improve an /aif-fix plan. Optional +check flag validates refinements via a fresh-context subagent.

    skills/aif-improve/SKILL.md on GitHub (opens in a new tab)

  • aif-loop

    Run a strict multi-iteration Reflex Loop with phases (PLAN, PRODUCE||PREPARE, EVALUATE, CRITIQUE, REFINE) to improve an artifact until quality gates pass or iteration limits are reached. Use when user asks for iterative refinement, quality-gated generation, or "generate -> critique -> refine" loops.

    skills/aif-loop/SKILL.md on GitHub (opens in a new tab)

  • aif-plan

    Plan a feature or task in fast, full, or ultra mode. Ultra creates an indexed multi-file bundle with deeply specified phases for execution by a smaller model. Use for "plan", "new feature", "start feature", "create tasks", or exhaustive implementation planning.

    skills/aif-plan/SKILL.md on GitHub (opens in a new tab)

  • aif-qa-check

    Executes QA test cases created by /aif-qa in human-guided or automated-agent mode, including reusable browser replay scripts. Use when you need to walk through QA one case at a time, record pass/fail results, or have an agent verify and rerun cases through browser, CLI, API, automated tests, or file/document checks.

    skills/aif-qa-check/SKILL.md on GitHub (opens in a new tab)

  • aif-qa

    QA workflow for testing a feature or task implementation. Analyzes changes, produces test plans, and describes concrete test scenarios. Use when user says "test this", "write test plan", "what should I test", or "QA this branch".

    skills/aif-qa/SKILL.md on GitHub (opens in a new tab)

  • aif-reference

    Create knowledge references from URLs, documents, or files for use by AI agents. Fetch, process, and store structured references in the configured references directory (default: .ai-factory/references/).

    skills/aif-reference/SKILL.md on GitHub (opens in a new tab)

  • aif-review

    Perform code review on staged changes or a pull request. Checks for bugs, security issues, performance problems, and best practices. Use when user says "review code", "check my code", "review PR", or "is this code okay". The +check flag validates findings via a fresh-context subagent; validation also runs automatically when the review produced confidence markers.

    skills/aif-review/SKILL.md on GitHub (opens in a new tab)

  • aif-roadmap

    Create or update a project roadmap with major milestones. Generates the configured roadmap artifact (default .ai-factory/ROADMAP.md) — a strategic checklist of high-level goals. Use when user says "roadmap", "project plan", "milestones", or "what to build next".

    skills/aif-roadmap/SKILL.md on GitHub (opens in a new tab)

  • aif-rules-check

    Run a standalone read-only rules compliance gate against changed files or a git ref. Use when you need a dedicated project-rules check without a full review or verify pass.

    skills/aif-rules-check/SKILL.md on GitHub (opens in a new tab)

  • aif-rules

    Add project-specific rules and conventions to the configured RULES.md artifact. Each invocation appends new rules. These rules are automatically loaded by /aif-implement before execution. Use when user says "add rule", "remember this", "convention", or "always do X".

    skills/aif-rules/SKILL.md on GitHub (opens in a new tab)

  • aif-security-checklist

    Security audit checklist based on OWASP Top 10 and best practices. Covers authentication, injection, XSS, CSRF, secrets management, and more. Use when reviewing security, before deploy, asking "is this secure", "security check", "vulnerability".

    skills/aif-security-checklist/SKILL.md on GitHub (opens in a new tab)

  • aif-skill-generator

    Generate professional Agent Skills for AI agents. Creates complete skill packages with SKILL.md, references, scripts, and templates. Use when creating new skills, generating custom slash commands, or building reusable AI capabilities. Validates against Agent Skills specification.

    skills/aif-skill-generator/SKILL.md on GitHub (opens in a new tab)

  • aif-transfer

    Transfer reusable prevention lessons from another AI Factory project into the current project's skill-context through /aif-evolve. Use when building a similar project and you want to avoid problems already captured in another project's patches without copying or revealing that project's identity, paths, or identifiers.

    skills/aif-transfer/SKILL.md on GitHub (opens in a new tab)

  • aif-verify

    Verify completed implementation against the plan. Checks that all tasks were implemented, nothing was forgotten, code compiles, tests pass, and quality standards are met. Use after "/aif-implement" completes, or when user says "verify", "check work", "did we miss anything".

    skills/aif-verify/SKILL.md on GitHub (opens in a new tab)

  • aif-warmup

    Load the essential AI Factory project context before work begins. Reads configured DESCRIPTION, ARCHITECTURE, ROADMAP, RESEARCH, RULES, and applicable AGENTS.md files, then returns a compact session handoff suitable for continuing or forking. Use at the start of a new session or after context loss.

    skills/aif-warmup/SKILL.md on GitHub (opens in a new tab)

  • aif

    Set up agent context for a project. Analyzes tech stack, installs relevant skills from skills.sh, generates custom skills, and configures MCP servers. Use when starting new project, setting up AI context, or asking "set up project", "configure AI", "what skills do I need".

    skills/aif/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.