PHP
Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).
Python
Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).
R
Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).
Ruby
Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).
Rust
Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).
SQL
Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).
Zig
Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).
Swift
Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).
SAS
Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).
Scala
Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).
Solidity
Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).
research
Explore codebase and gather context about a topic or area
review
Deep code review of recent changes or specified files
TypeScript
TypeScript language rules with strict mode, testing, linting, and CI/CD best practices
api-design
Design or review API endpoints (REST/GraphQL)
db-design
Database schema design, migrations, and query optimization
refactor
Identify code smells and execute safe refactorings
architect
Architecture review, design decisions, and ADR writing
debug
Systematic debugging workflow for bugs and test failures
deploy
Prepare deployment artifacts and verify CI/CD readiness
docs
Generate or update project documentation based on recent changes
migrate
Plan and execute migrations (database, API, framework)
perf
Performance analysis, profiling, and optimization
build-fix
Diagnose and fix build failures or CI issues
accessibility
Accessibility audit for WCAG compliance and usability
Rulebook Task Management
Spec-driven task management for features and breaking changes with OpenSpec-compatible format
Karpathy Guidelines
Behavioral guidelines to reduce common LLM coding mistakes — overcomplication, sloppy refactors, hidden assumptions, weak goals. Use when writing, reviewing, or refactoring code. Auto-applies; invoke explicitly via /karpathy-guidelines or 'follow karpathy discipline'.
Claude
Tool: Anthropic Claude API with 200K context window
Claude Code
Tool: Anthropic Claude Code CLI (`npm install -g @anthropic-ai/claude-code`)
spec
Author a rulebook task spec interactively — research, draft, ask the user clarifying questions, confirm, then create the tasks in rulebook ready for /rulebook-driver. Use when the user wants to plan/spec a feature before implementing.
analysis
Create structured analyses with numbered findings, execution plans, and task materialization
seo
Optimize portfolios for search engines and set up analytics. Covers meta tags, OG images, structured data, analytics options, and performance optimization.
persona
AI assistant framework for building unique, authentic portfolio websites from scratch. Guides agents through research, design, and implementation phases.
colors
Reference guide for portfolio color palettes. Includes quick vibe lookup, full palettes, and application guidelines using the 60-30-10 rule.
content
Generate authentic, compelling copy for portfolios. Covers tone calibration, taglines, bios, project descriptions, and avoiding assumptions.
deploy
Publish a completed Persona portfolio safely through Vercel or GitHub Pages.
design
Create unique visual designs by synthesizing from inspirations and preferences. Covers typography, color, layout, spacing, and animation philosophy.
fonts
Reference for selecting distinctive typography. Includes font recommendations by vibe, category, archetype, and pairing guidelines for Next.js projects.
research
Gather information about users from materials, profile config, GitHub, and web search to inform portfolio content and design decisions.
mbt-wasip1-tools
Build small MoonBit WASIp1 CLI tools using the peter-jerry-ye/wasi library, focused on simple read/write tasks (echo, cat, wc, simple file ops). Use when creating or updating CLI examples, scripts, or skills for this repo.
portable-safe-skills
Create portable, safe Codex skills focused on file or I/O operations under WASIp1 constraints. Use when authoring skills that must be portable across environments and avoid unsafe assumptions about paths, preopens, or stdio.
railstart-coder
Use the railstart gem to scaffold Rails applications, initialize or customize `~/.config/railstart`, run `railstart new`, create and test presets, debug YAML config or post-action behavior, and contribute changes to the gem. Trigger when a task involves Railstart CLI usage, Rails 8 starter app generation, preset authoring, YAML question/post-action configuration, Rails template post-actions, or the gem's CLI/config/generator implementation.
code-review-helper
Systematic code review workflows with bundled utilities for analyzing code quality, detecting patterns, and providing structured feedback. Use this skill when reviewing pull requests or conducting code audits.
template-skill
Template for creating new skills in gptme-contrib. Use this as a starting point when creating your own skills.
artifact-publishing
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agent-onboarding
Comprehensive framework for effective gptme agent onboarding that builds user trust, communicates capabilities clearly, and establishes productive working relationships from the first interaction.
rewrite-soul
Use when creating or revising an agent's SOUL.md, splitting runtime voice out of broader identity docs, or tightening a vague persona file into a short, opinionated, voice-only artifact without changing the agent's core identity.
rag-mcp-server
>
project-setup-interview
Conduct a structured interview about a new project and generate a ready-to-use CLAUDE.md/AGENTS.md starter so the agent knows your conventions from session one.
progressive-disclosure
Template and guide for restructuring large documentation files into token-efficient directory structures. Reduces context bloat by 40-60% while maintaining accessibility.
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