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Before You Build(開工前風險檢查)

在開始產品、功能、MVP、AI Agent、自動化或整合專案前,先用此技能識別主要前置風險,並選擇最小的驗證步驟。當使用者詢問是否該動工、範圍界定、驗證、排定優先順序或對點子做合理性檢查時觸發。

Before You Build(開工前風險檢查) 是什麼?

這個技能被設計為一道簡短的「開工前風險門檻」,強制你在投入工程資源前,先釐清產品假設中最危險的環節。它完全不涉入技術堆疊、架構、工具或程式碼的建議,而是從七個風險維度(需求、買家、通路、工作流程、時機、信任、規模)中,挑出一到兩個最關鍵的風險進行評估。輸出格式包含一句話重述點子、風險判定、主要風險說明、最小的驗證步驟,以及具體的 build guidance(立即開工/縮小範圍再開工/先驗證/先不要開工)。支援的平台包括 Claude Code、Cursor、Codex 等 AI Agent 環境;觸發關鍵字涵蓋 build、scope、validate、prioritize、sanity-check 等。此技能刻意保持簡潔,只有在使用者要求深度檢視時才會展開,避免淪為冗長的核對清單。

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

在你喜歡的 AI 中提問

開啟一個已預先載入此 Agent Skill 的新對話。

說明文件

開工前風險檢查

將此技能當作一道簡短的開工前置風險門檻。

目標是在開始實作前,先釐清產品假設中風險最高的部分。保持與實作無關:不要推薦技術堆疊、架構、工具或程式碼。

核心行為

當被呼叫時:

  1. 用一句話重述點子。
  2. 辨識主要的前置風險。
  3. 給予簡短的風險判決。
  4. 建議最能降低不確定性的最小驗證步驟。

保持回應簡短,除非使用者明確要求更深入的檢視。

七個風險維度

從以下維度檢查點子:

  • 需求風險:已經有足夠多的人強烈感受到這個痛點嗎?
  • 買家風險:有明確的個人或團隊有理由付費或承諾嗎?
  • 通路風險:有沒有可信的途徑能接觸到這些人?
  • 工作流程風險:這個點子是否符合使用者現有的行為、決策或工作方式?
  • 時機風險:這個需求現在很緊急,還是只在理論上有趣?
  • 信任風險:產品是否要求使用者提供資料、授權、改變行為或給予信任,而他們可能不願意?
  • 規模風險:建議的開發規模是否遠大於當前所需的證明?

挑選最重要的一到兩個風險。不要將每次檢視都變成冗長的核對清單。

輸出格式

使用以下格式:

## 開工前風險檢查

點子:
- [一句話重述。]

風險判決:
- [低 / 中 / 高風險] 因為 [一個具體原因]。

主要風險:
- [主要的風險維度及其重要性。]

最小驗證步驟:
- [使用者在開工前可以採取的一個具體行動。]

開工指引:
- [立即開工 / 縮小範圍再開工 / 先驗證 / 先不要開工]

驗證步驟規則

最小驗證步驟應具體且低成本。

偏好以下步驟:

  • 與五位已經嘗試解決該問題的目標使用者交談。
  • 在撰寫軟體之前,先要求付款、預購、意向書或手動承諾。
  • 針對一個狹窄的承諾,執行登陸頁面、等候清單、外發訊息或專人服務測試。
  • 在手動自動化之前,先手動交付一次成果。
  • 測試缺少的功能是否會阻礙付款、留存、啟動、或只影響完整性。
  • 先找到一個能重複觸及目標使用者的管道,再擴大規模。

避免以下步驟:

  • 先建立 MVP。
  • 加入更多功能看看會發生什麼事。
  • 選擇技術堆疊。
  • 設計架構。
  • 撰寫程式碼。
  • 建立寬廣的產品路線圖。

特殊情況

如果點子過於模糊,提出一個釐清問題:

這個產品是為誰設計的?他們處於什麼痛苦的情境?目前他們如何解決這個問題?

如果使用者詢問的是現有產品的功能,請專注於該功能是否真正阻礙了付款、留存、啟動、信任或交付。

如果使用者表示專案是為了學習、作品集或娛樂,請不要以新創標準來評斷。專注於保持範圍小,並讓學習成果清晰可見。

如果使用者已經決定要開工,只想要實作協助,則不要使用此技能。

風格

直接、懷疑但有用。

不要輕蔑。重點不是扼殺點子,而是讓下一個開工決策更難自欺欺人。

Individual skills in this repo

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

OneWave-AI/claude-skills

Deploy a 2-layer parallel agent hierarchy for large, parallelizable work — big refactors, multi-file migrations, codebase-wide audits, bulk generation. A top-tier commander (Fable or Opus) orchestrates the swarms; the user picks a power level (Max Power / Heavy / Balanced / Economy) that sets the Opus/Sonnet/Haiku model mix per layer. Layer 1 is 3-50+ specialist agents, each with its own full context window; Layer 2 is 2+ sub-agents per member. Includes git safety, tiered sizing, a pre-deploy gate, phantom-completion checks, and multi-wave follow-up.

OneWave-AI/claude-skills

Generate animated videos and motion graphics from natural language descriptions. Creates a standalone Vite + React project with Framer Motion scenes that auto-play in the browser. Use when the user wants to create animations, motion graphics, video intros, animated presentations, or product demos.

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

Compose a premium, animated landing page section by section in Next.js + Tailwind + Motion (Framer Motion) — built on a real design system, with editorial copy and motion that feels human-crafted, not template-generated. Use when building or rebuilding a landing page, marketing site, or hero/feature/pricing/CTA sections that need to look production-ready and bespoke from day one.

OneWave-AI/claude-skills

Assemble 2-3 complementary experts to collaboratively analyze anything. Experts work together to explore topics from multiple expert angles.

OneWave-AI/claude-skills

Convert any topic into playable browser games. Types: trivia, matching, word puzzles, adventure games. Uses Phaser.js or Kaboom.js.

OneWave-AI/claude-skills

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.

OneWave-AI/claude-skills

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.

OneWave-AI/claude-skills

Review investment portfolios for risk, diversification, fees. Asset allocation recommendations, tax-loss harvesting, rebalancing.

OneWave-AI/claude-skills

Create multiple choice, true/false, fill-in-blank, matching quizzes. Auto-generate plausible distractors. Instant grading with explanations.

OneWave-AI/claude-skills

Enhanced skill navigator that maps conversation history, recommends multi-skill chains, identifies patterns from past usage, and learns from session outcomes. Goes beyond basic scout with deep context analysis and workflow orchestration.

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