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OneWave-AI/claude-skills

Use before starting a product, feature, MVP, agent, automation, or integration build to identify the main pre-build risk and choose the smallest validation step. Trigger when the user asks whether to build, scope, validate, prioritize, or sanity-check an idea before implementation.

What is claude-skills?

claude-skills is a Claude Code agent skill that use before starting a product, feature, MVP, agent, automation, or integration build to identify the main pre-build risk and choose the smallest validation step. Trigger when the user asks whether to build, scope, validate, prioritize, or sanity-check an idea before implementation.

Works with✓Claude Code~Codex CLI~Cursor
npx skills add https://github.com/OneWave-AI/claude-skills/tree/HEAD/before-you-build

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Documentation

Before You Build

Use this skill as a short pre-build risk gate.

The goal is to stop implementation from starting before the riskiest product assumption is clear. Stay implementation-agnostic: do not recommend stacks, architectures, tools, or code.

Core Behavior

When invoked:

  1. Restate the idea in one sentence.
  2. Identify the dominant pre-build risk.
  3. Give a short risk verdict.
  4. Recommend the smallest validation step that can reduce uncertainty before building.

Keep the response short unless the user explicitly asks for a deeper review.

Seven Risk Dimensions

Check the idea through these dimensions:

  • Demand risk: Do enough people already feel this problem strongly?
  • Buyer risk: Is there a clear person or team with reason to pay or commit?
  • Distribution risk: Is there a believable path to reaching those people?
  • Workflow risk: Does the idea fit how users already behave, decide, or work?
  • Timing risk: Is this urgent now, or only interesting in theory?
  • Trust risk: Does the product require data, access, behavior change, or credibility users may not grant?
  • Scope risk: Is the proposed build larger than the proof needed right now?

Pick the one or two risks that matter most. Do not turn every review into a long checklist.

Output Format

Use this format:

## Before You Build

Idea:
- [One-sentence restatement.]

Risk verdict:
- [Low / Medium / High risk] because [one concrete reason].

Main risk:
- [The dominant risk dimension and why it matters.]

Smallest validation step:
- [One specific action the user can take before building.]

Build guidance:
- [Build now / Build smaller / Validate first / Do not build yet.]

Validation Step Rules

The smallest validation step should be specific and low-cost.

Prefer steps like:

  • Talk to five target users who already tried to solve the problem.
  • Ask for payment, pre-order, letter of intent, or manual commitment before building software.
  • Run a landing page, waitlist, outbound message, or concierge test around one narrow promise.
  • Manually deliver the outcome once before automating it.
  • Test whether the missing feature blocks payment, retention, activation, or only completeness.
  • Find one repeated channel that can reach the target users before expanding scope.

Avoid steps like:

  • Build the MVP first.
  • Add more features to see what happens.
  • Choose a tech stack.
  • Design the architecture.
  • Write code.
  • Create a broad product roadmap.

Special Cases

If the idea is too vague, ask one clarification question:

Who is this for, what painful situation are they in, and how do they solve it today?

If the user is asking about a feature for an existing product, focus on whether the feature is a real blocker for payment, retention, activation, trust, or delivery.

If the user says the project is for learning, portfolio, or fun, do not judge it by startup standards. Focus on keeping scope small and making the learning outcome clear.

If the decision to build is already made and the user only wants implementation help, do not use this skill.

Style

Be direct, skeptical, and useful.

Do not be dismissive. The point is not to kill ideas; the point is to make the next build decision harder to fool yourself about.

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

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OneWave-AI/claude-skills

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OneWave-AI/claude-skills

Post-mortem analysis when a client churns. Takes client history, engagement data, support tickets, usage logs, and exit feedback to produce a comprehensive churn autopsy with root cause classification, timeline of decline, and preventive measures.

OneWave-AI/claude-skills

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Turn a marketing brief or product offer into a finished short-form video ad built in HyperFrames — hook, script, shot-by-shot storyboard, scene-by-scene HTML composition, captions, and voiceover. Outputs platform cuts (vertical 9:16, square, 16:9). Use when you need a launch ad, product promo, social video, or paid-creative concept ready to render.

OneWave-AI/claude-skills

Turn a website URL, product docs, or a founder's rambling description into a tight 60-90 second explainer video built in HyperFrames -- problem/solution narrative, animated product walkthrough scenes, captions, and voiceover, ready for the homepage hero, sales emails, and onboarding.

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Build promo videos for local businesses in HyperFrames -- the new-menu drop, the seasonal offer, the event announcement, the "we're hiring" post, the Google Business Profile clip. Restaurant, salon, gym, trades: 15-30 seconds, brand-clean, captioned, sized for Instagram, Facebook, and the profile.

OneWave-AI/claude-skills

Build a personalized product-demo or sales-walkthrough video in HyperFrames for a specific prospect or account — narrated screen-by-screen, branded to them, ending in a clear next step. Turns a generic demo into a "this was made for me" asset for outbound, follow-up, or deal acceleration. Use when you want to send a tailored video instead of booking another live call.

OneWave-AI/claude-skills

Turn real customer reviews, quotes, and case-study results into polished social-proof videos built in HyperFrames -- single-testimonial spotlights, review-wall montages, and stat-driven proof reels with captions and voiceover, cut for vertical, square, and wide. The highest-converting content most businesses never make.

OneWave-AI/claude-skills

Audit a codebase for LLM calls that are really classifications in disguise, then produce a costed swap plan for a System One model. Use when asked to cut AI inference cost or latency, when scoping a performance engagement for a client, when reviewing an agent loop that feels slow, or when asked "where could we use Jev here". Produces a ranked table of candidates with measured latency and dollar deltas.

OneWave-AI/claude-skills

Build and run a labelled eval set for a System One model (Jev, Von, or any typed-decision config), then sweep criteria wordings and thresholds against it. Use when a Jev/Von classification is wrong or unreliable, when choosing between the hosted API and a local open model, when tuning noul thresholds, or before shipping any typed-decision feature. Produces an accuracy-by-wording matrix and a calibrated threshold.

OneWave-AI/claude-skills

Wire a System One model (Jev, or an open reproduction like Von) into a product feature — routing, guardrails, scoring, classification. Use when replacing an LLM call that returns a label rather than prose, when adding a typed decision to an agent loop, or when deciding between the hosted Jev API and a local open model. Covers question design, the eval-set-first workflow, threshold calibration, confidence gates, and the traps measured on real data.

OneWave-AI/claude-skills

Optimize landing pages for conversions, performance, and SEO. Use when improving landing pages, increasing conversions, or optimizing page performance.

OneWave-AI/claude-skills

TAM/SAM/SOM calculator with deep market research. Produces comprehensive market-sizing.md with top-down and bottom-up estimates, methodology, data sources, assumptions, sensitivity ranges, growth projections, competitive landscape, and Mermaid visualizations. Use when user needs market size estimates, addressable market analysis, go-to-market sizing, investor-ready market analysis, or business plan market validation.

OneWave-AI/claude-skills

Generate unique personalized first lines for hundreds of prospects using company news, LinkedIn activity, and mutual connections. Saves 10+ hours of manual research per campaign. Use when you need personalized outreach at volume.

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