kungfu

Discover and validate business opportunities from real customer evidence. Use whenever the user wants startup, SaaS, micro-SaaS, product, niche, or market ideas; wants to assess demand or competitors; or needs a ranked opportunity brief and validation plan.

Design repeatable community-led growth systems. Use whenever the user wants to grow an audience, build in public, launch in Reddit, Hacker News, Product Hunt, Discord, Slack, or niche groups, improve community engagement, or turn participation into qualified demand.

Generate, research, verify, and rank domain names with current registration checks, trademark-risk screening, language and security review, social-handle research, and registration guidance. Use whenever the user needs a product, company, app, project, or personal-brand name or wants to compare domains.

Build evidence-backed B2B account and prospect research for sales, partnerships, pilots, or customer discovery. Use whenever the user wants an ICP, target-account list, qualified leads, account scoring, buying signals, decision-maker roles, outreach angles, CRM-ready research, or deeper analysis of named companies.

Create an attorney-review-ready SaaS legal drafting package from an evidence-based data and product inventory. Use whenever the user needs a privacy notice, terms of service, cookie notice, acceptable use policy, DPA, CCPA/CPRA notice, vendor disclosure, or a gap analysis of existing legal pages. This skill flags issues and drafts language for review.

Scaffold a new Kungfu marketplace or internal maintenance skill with validated trigger metadata, only the necessary resources, correct plugin exposure, documentation, and complete repository checks.

Regenerate or verify the README marketplace-skill catalog from canonical SKILL.md frontmatter after skills are added, removed, renamed, or re-described.

Diagnose and safely repair Kungfu skill, resource, formatting, typecheck, plugin-exposure, and generated-documentation failures without deleting content or changing behavior blindly.

Capture, redesign, test, and govern repeatable business processes as SOPs, checklists, decision trees, runbooks, and training materials. Use whenever the user wants to delegate work, onboard a hire or contractor, reduce founder dependency, document a recurring workflow, prepare automation, create incident procedures, or improve an existing knowledge base.

Design pragmatic SaaS architecture, build-vs-buy decisions, reliability controls, and safe automation for a solo founder or small team. Use whenever the user is choosing a stack, reviewing an architecture, evaluating vendors or boilerplates, reducing manual operations, adding AI workflows, planning scale, improving deployment/observability/backups, or managing technical debt.

Design a sustainable operating system for a solo founder or tiny team using capacity planning, work-in-progress limits, service levels, weekly reviews, automation, and recovery boundaries. Use whenever the user is overwhelmed, context-switching, missing priorities, juggling product/marketing/support, working reactively, or planning a realistic weekly rhythm.

Reconcile and analyze SaaS revenue, growth, retention, cohorts, unit economics, margins, and efficiency. Use whenever the user mentions MRR, ARR, churn, GRR, NRR, ARPU, CAC, LTV, payback, cohort retention, growth rate, burn, Rule of 40, fundraising metrics, or a monthly business review.

Create fact-checked launch messaging and channel-native copy for Product Hunt, GitHub releases, Hacker News, Indie Hackers, Reddit, LinkedIn, X, Threads, blogs, and email. Use whenever the user needs a tagline, launch post, first comment, release notes, social thread, email, message map, headline variants, or launch copy adapted from a repository or website.

Design and test SaaS pricing, packaging, value metrics, tiers, trials, freemium, usage-based models, discounts, and price migrations. Use whenever the user is choosing launch pricing, revising a pricing page, raising prices, improving ARPU or conversion, reducing plan confusion, or evaluating willingness to pay and unit economics.

Plan and execute an evidence-based product launch across Product Hunt, Hacker News, Reddit, email, social media, blogs, app stores, and owned channels. Use whenever the user is preparing a launch, submission, gallery, demo, launch calendar, launch-day runbook, analytics plan, or post-launch retrospective.

Validate and de-risk an indie SaaS from problem discovery through paid pilot, MVP, retention, repeatable acquisition, and scaling decisions. Use whenever the user is evaluating a SaaS idea, planning an MVP, interviewing customers, pre-selling, running a fake-door test, seeking product-market fit, or deciding whether to persist, pivot, pause, or scale.

Diagnose and improve SaaS retention across activation, onboarding, engagement, billing recovery, customer success, expansion, cancellation, and win-back. Use whenever the user mentions churn, cohorts, NRR, GRR, activation, onboarding drop-off, inactive users, failed payments, or customer health.