Generates optimized prompts for any AI tool. Use when writing, fixing, improving, or adapting a prompt for LLM, Cursor, Midjourney, image AI, video AI, coding agents, or any other AI tool.

Deep interview process to transform vague ideas into detailed specs. Works for technical and non-technical users.

Interactive workspace discovery - learn what tools, workflows, agents, and hooks are available

Problem-solving strategies for prime numbers in graph number theory

Formal theorem proving with research, testing, and verification phases

Check reference SDK implementations using btca ask

Analyze repository structure, patterns, conventions, and documentation for understanding a new codebase

Test-driven development workflow with philosophy guide - plan → write tests → implement → validate

Full 5-layer analysis of a specific function. Use when debugging or deeply understanding code.

Guide teams through Lean UX Canvas v2. Use when framing a business problem, surfacing assumptions, and defining what to learn next.

Build an Opportunity Solution Tree from outcomes to opportunities, solutions, and tests. Use when a stakeholder request needs problem framing before you decide what to build.

Select the right Proof of Life (PoL) probe based on hypothesis, risk, and resources. Use this to match the validation method to the real learning goal, not tooling comfort.

Define a Proof of Life probe to test a risky hypothesis cheaply. Use when you need harsh truth before building real product.

Write an Amazon-style press release that defines customer value before building. Use when aligning stakeholders on a new product, feature, or strategic bet.

Write a user-centered problem statement with who is blocked, what they are trying to do, why it matters, and how it feels. Use when framing discovery, prioritization, or a PRD.

Creates a complete product feature specification with acceptance criteria, scope, dependencies, and risks. Delegates to the Prometeo (PM) agent.

Implements a feature from its specification. Reads the spec, designs architecture, writes code and tests. Delegates to the Forja (Dev) agent.

Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.

Open-source growth playbooks for AI products, B2B SaaS, and developer tools. Covers Product Hunt launch, GitHub star growth, KOL/UGC strategy, ASO, and community building. MIT licensed.

Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.

Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas.

Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. Use when working with .md files in Obsidian, or when the user mentions wikilinks, callouts, frontmatter, tags, embeds, or Obsidian notes.

Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with transparency.

Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.

Issue, cancel, and fetch Hungarian invoices via the szamlazz.hu Agent API. Handles VAT calculation, NAV taxpayer lookup, partner caching, and PDF generation. Use when the user mentions számla, számlázás, invoice, sztornó, díjbekérő, proforma, or wants to bill a customer.

Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas.

Add any SaaS API as a first-class integration. Provide the service name — ops-integrate discovers auth patterns, tests connectivity, and registers the API in your partner registry so it's available to other skills.

Generate tests for a completed phase based on UAT criteria and implementation

Audit milestone completion against original intent before archiving

Cross-phase audit of all outstanding UAT and verification items

Systematic debugging with persistent state across context resets

Show available GSD commands and usage guide

Manage persistent context threads for cross-session work

Generate UI design contract (UI-SPEC.md) for frontend phases

Retroactively audit and fill Nyquist validation gaps for a completed phase

Validate built features through conversational UAT

Calculates itemized state-specific closing costs for mortgage refinance transactions across 10 licensed states, with product-specific fees for Conventional, FHA, FHA Streamline, VA IRRRL, and VA Cash-Out.

Autonomous app-building skill — transforms plain-English descriptions into fully built, tested, and deployed applications via a 9-phase pipeline

Analyze exploit intelligence for a vulnerability against the current repository

Get a context-aware remediation plan for a vulnerability with fix verification steps

You are helping the user create AGENTS.md and tool-specific configuration files. This is Step 4 of the vibe-coding workflow.

You are the build agent for the vibe-coding workflow. This is Step 5 - the final step where you build the actual MVP.

LLM-powered quality verification using prompt hooks. Validates commit messages, code patterns, and conventions using AI before allowing operations. Use to set up intelligent guardrails.

Stress-test a plan by walking its decision tree one question at a time. Use when the user wants to pressure-test a design before implementation.

Complete AI coding workflow system. Orchestration patterns, 18 hook events, 5 agents, cross-agent support, reference guides, and searchable learnings. Works with Claude Code, Cursor, and 32+ agents.

Use when saying "commit", "save changes", or ready to commit after making changes.

Deep performance optimization based on Lighthouse performance audits. Focuses on loading speed, runtime efficiency, and resource optimization.

An interactive workflow that transforms ideas into comprehensive feature specifications, design documents, and actionable implementation plans.

Official GitHub Spec-Kit integration providing a 7-phase constitution-driven workflow for feature development.

Capture technical breakthroughs and transform them into actionable, reusable knowledge assets while context is fresh.