AI Agent Workflow Collection

API and endpoint integrity audit across 10 dimensions (D1-D10) plus optional contract stability (D11). Covers validation, payloads, pagination, errors, caching, HTTP semantics, waterfalls, rate limiting, auth, and documentation. Supports NestJS, Cloudflare Workers, FastAPI, and frontend call patterns. Optional GET probing on non-production targets.

Set up a Docker container for running Nextflow training examples. Handles basic setup, Docker-outside-of-Docker (DooD) for containerized processes, ARM Mac platform emulation, and troubleshooting. Use when you need to run Nextflow examples in a consistent environment.

Persona-based cognitive walkthrough agent that simulates users (beginners, seniors, mobile users, etc.) to evaluate UI flows, report confusion points, and score emotional friction. Use when usability validation or UX problem discovery is needed.

Use when the user says 'dispatch', 'send familiar', 'split task', or needs work split across parallel CC sessions.

Analyze skill effectiveness through usage feedback, metrics analysis, and outcome assessment. Task-based operations for feedback collection, effectiveness measurement, trend analysis, and insight extraction. Use when analyzing skill effectiveness, measuring ROI, understanding usage patterns, or evaluating toolkit impact based on real usage data.

Run deterministic financial models for startup valuation and SaaS health analysis. Triggered by: "/venture-capital-intelligence:financial-model", "run a financial model on X", "DCF this company", "model the financials", "calculate runway", "what is the valuation", "SaaS metrics model", "LTV CAC analysis", "unit economics", "burn rate analysis", "comparable valuation", "how long is my runway", "what's my burn multiple", "revenue projection for X", "model the ARR growth", "what is the pre-money valuation", "comps analysis", "NRR and churn model", "how healthy are these SaaS metrics". Claude Code only. Requires Python 3.x. Accepts user-supplied numbers or searches for publicly available data.

Use when the user says 'new project', 'project init', 'what tier', 'scope', or discusses project maturity, complexity budget, or what's appropriate to build.

Use when the user needs a complete product or feature launch playbook with pre-launch, launch day, and post-launch phases across all marketing channels.

Use when the user says 'what MCP servers', 'find an MCP for', 'hosted MCP', 'list MCP servers', 'MCP catalog', 'available MCP tools', or needs to discover zero-setup hosted MCP servers they can use immediately. Do NOT use for building MCP servers or configuring local MCP.

Use when the user says 'n8n workflow', 'build a workflow', 'automation workflow', 'connect services', or needs visual workflow design with node mapping, data transformations, and error handling for n8n. Do NOT use for standalone webhook endpoints or cron jobs.

Use when the user says 'webhook', 'webhook handler', 'webhook endpoint', 'receive events', 'HMAC verification', 'idempotency', or needs secure webhook handlers with signature verification, retry handling, and dead letter queues. Do NOT use for full n8n workflows or scheduled tasks.

Use when the user says 'contract', 'agreement', 'service agreement', 'NDA', 'freelance contract', 'consulting agreement', or needs service agreements with IP…

Use when the user says 'track my time', 'freelancer invoice', 'billable hours', 'time tracking', 'freelance finances', 'client billing', 'project hours', or needs invoicing, time tracking, or analytics patterns for freelance work. Do NOT use for general invoice templates or proposal writing.

Use when the user says 'licensing', 'license audit', 'can I use this commercially', 'OSS license check', 'license compatibility', 'GPL', 'MIT', 'AGPL', 'copyleft'. Scans the repository for every dependency and asset license, then produces a per-package verdict table: ready for commercial use, citation/attribution required, more information needed, or commercial use not allowed. Do NOT use for vulnerability scanning (use dependency-audit) or contract drafting (use contract-template).

Use when the user says 'scope of work', 'SOW', 'define scope', 'project scope', 'write SOW', 'scope document', or is defining project boundaries, deliverables, and acceptance criteria for a formal engagement. Do NOT use for proposals, contracts, or invoicing.

Use when the user says 'create SOP', 'write SOP', 'standard operating procedure', 'document process', 'process documentation', 'runbook', 'playbook', or is creating step-by-step documentation for a repeatable process. Do NOT use for project proposals or scope documents.

Use when the user says 'product description', 'product listing', 'product copy', 'Amazon listing', 'Shopify listing', 'e-commerce copy', or needs conversion-optimized product descriptions with benefit-driven headlines and platform-specific SEO. Do NOT use for pricing strategy or sales funnels.

Use when the user says 'TikTok script', 'TikTok video', 'Reels script', 'Shorts script', 'short-form video', or needs timestamped scripts with hooks, visual cues, and captions for 15-60 second videos. Do NOT use for Twitter threads or webinar scripts.

Use when the user says 'twitter thread', 'tweet thread', 'X thread', 'viral thread', or wants to create a multi-tweet narrative with hook tweets, data points, and CTAs. Do NOT use for TikTok scripts, newsletters, or LinkedIn posts.

Use when the user says 'YouTube script', 'video script', 'write script for YouTube', 'YouTube video outline', or is creating scripted content for a YouTube video with hooks, chapters, and CTAs. Do NOT use for TikTok/Reels short-form scripts or webinar presentations.

Use when the user says 'setup domain', 'configure DNS', 'SSL certificate', 'domain-ssl', 'custom domain', 'HTTPS setup', or needs to configure DNS records, SSL certificates, and custom domains for any hosting provider. Do NOT use for full deployment workflows.

Use when the user says 'Hetzner', 'VPS setup', 'server provisioning', 'deploy to VPS', 'hetzner-setup', 'cloud server', or needs to provision, harden, and deploy applications to a Hetzner Cloud server with Docker, Nginx/Caddy, SSL, and monitoring. Do NOT use for managed platform deployments like Railway or Netlify.

Use when the user says 'deploy to Railway', 'Railway setup', 'railway-deploy', or needs to deploy a Node.js, Python, or Docker application to Railway with environment variables, custom domains, and monitoring. Do NOT use for Netlify, Vercel, or Hetzner deployments.

Use when the user says 'refactor', 'refactoring plan', 'code cleanup', 'reduce duplication', 'simplify code', 'tech debt', 'god class', 'tight coupling', or needs to systematically improve existing code. Identifies targets, assesses risk, and builds incremental execution plans. Do NOT use for writing new features or database migrations.