One search for your own team's files and the public ecosystem. See how real projects write their agent instructions, and bring the good ideas home.
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
maister-devSkillmaister-dev/maister/.agents/skills/aif-roadmap/SKILL.md
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".
maister-devSkillmaister-dev/maister/.agents/skills/aif-rules-check/SKILL.md
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.
maister-devSkillmaister-dev/maister/.agents/skills/aif-rules/SKILL.md
Add project-specific rules and conventions to the configured RULES.md artifact. Each invocation appends new rules. These rules are automatically loaded by $aif-implement before execution. Use when user says "add rule", "remember this", "convention", or "always do X".
maister-devReads credentialsSkillmaister-dev/maister/.agents/skills/aif-security-checklist/SKILL.md
Security audit checklist based on OWASP Top 10 and best practices. Covers authentication, injection, XSS, CSRF, secrets management, and more. Use when reviewing security, before deploy, asking "is this secure", "security check", "vulnerability".
maister-devReads credentialsSkillmaister-dev/maister/.agents/skills/aif-skill-generator/SKILL.md
Generate professional Agent Skills for AI agents. Creates complete skill packages with SKILL.md, references, scripts, and templates. Use when creating new skills, generating custom slash commands, or building reusable AI capabilities. Validates against Agent Skills specification.
maister-devReads credentialsSkillmaister-dev/maister/.agents/skills/aif/SKILL.md
Set up agent context for a project. Analyzes tech stack, installs relevant skills from skills.sh, generates custom skills, and configures MCP servers. Use when starting new project, setting up AI context, or asking "set up project", "configure AI", "what skills do I need".
maister-devReads credentialsSkillmaister-dev/maister/.agents/skills/aif-verify/SKILL.md
Verify completed implementation against the plan. Checks that all tasks were fully implemented, nothing was forgotten, code compiles, tests pass, and quality standards are met. Use after "$aif-implement" completes, or when user says "verify", "check work", "did we miss anything".
maister-devReads credentialsSkillmaister-dev/maister/.agents/skills/generate-claudemd/SKILL.md
Generate project-specific AGENTS.md from repo analysis.
maister-devReads credentialsCLAUDE.mdmaister-dev/maister/CLAUDE.md
MAIster is the self-hosted execution and governance layer for reproducible AI-powered SDLC processes over private code. What it does, the challenges it answers, and the core functions are the canonical short description in README (section "What MAIster does"). The product spine, principles, and validation goal live in docs/VISION.md; the detailed product model and JTBD in docs/PRODUCT_VIEW.md. What follows here is the agent-facing operating contract — locked decisions and current scope. Audience: a technical owner or small engineering team operating multiple…
maister-devSkillmaister-dev/maister/.claude/skills/aif-architecture/SKILL.md
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.
maister-devSkillmaister-dev/maister/.claude/skills/aif-best-practices/SKILL.md
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".
4 projects use a version of this
maister-devSkillmaister-dev/maister/.claude/skills/aif-build-automation/SKILL.md
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".
4 projects use a version of this
maister-devSkillmaister-dev/maister/.claude/skills/aif-ci/SKILL.md
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".
4 projects use a version of this
maister-devSkillmaister-dev/maister/.claude/skills/aif-commit/SKILL.md
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".
maister-devSkillmaister-dev/maister/.claude/skills/aif-distillation/SKILL.md
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.
maister-devReads credentialsSkillmaister-dev/maister/.claude/skills/aif-dockerize/SKILL.md
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".
3 projects use a version of this
maister-devSkillmaister-dev/maister/.claude/skills/aif-docs/SKILL.md
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".
4 projects use a version of this
maister-devSkillmaister-dev/maister/.claude/skills/aif-evolve/SKILL.md
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.
maister-devSkillmaister-dev/maister/.claude/skills/aif-explore/SKILL.md
Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.
maister-devReads credentialsSkillmaister-dev/maister/.claude/skills/aif-fix/SKILL.md
Fix a specific bug or problem in the codebase. Supports two modes - immediate fix or plan-first. Without arguments executes existing FIX_PLAN.md. Always suggests test coverage and adds logging. Use when user says "fix bug", "debug this", "something is broken", or pastes an error message.
Plain text files in a repository that tell a coding agent how the project works: commands to run, conventions to follow and things to avoid. CLAUDE.md, AGENTS.md, cursor rules and skills are the common kinds.
CLAUDE.md is read by Claude Code. AGENTS.md is an open format that Codex, Cursor and other agents read. Many projects keep one and point the other at it.
A folder with a SKILL.md that describes one capability, such as filling PDFs or reviewing code. The agent loads it only when the task calls for it.
Your agents already can, over MCP, limited to the files you're allowed to read. Searching them from this page is coming.
