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OneWave-AI/claude-skills

當客戶流失時進行事後分析。擷取客戶歷史、互動數據、支援工單、使用日誌和離職回饋,產出全面的流失解剖報告,包含根因分類、衰退時間線與預防措施。

claude-skills 是什麼?

這個技能「Churn Autopsy」旨在協助開發者或AI代理深入剖析客戶流失事件,將其轉化為組織學習的機會。它能系統性地收集必要與可選的資料,例如客戶歷史、互動數據、支援工單、使用日誌和離職回饋,並遵循一套嚴謹的六階段取證方法進行分析,包括建立基線、重建衰退時間線、分類根因、辨識遺漏警訊、進行反事實分析,以及提煉教訓。此技能特別適用於Claude Code或類似平台,能透過讀取檔案與查詢CRM和分析MCP工具來完成任務。最終產出是一份名為 `churn-autopsy.md` 的完整報告,包含根因分類、事件時間線與預防措施,並遵循客觀性與嚴謹性的標準,確保分析不流於主觀猜測。

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

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說明文件

流失解剖報告

以取證般的嚴謹剖析客戶流失事件,產出 churn-autopsy.md:一份將損失轉化為組織學習的歷史記錄與留存策略手冊。

目錄

  • references/inputs.md -- 分析前必須與可選的資料收集清單
  • references/analysis-framework.md -- 六階段取證方法
  • references/root-cause-taxonomy.md -- 根因分類與子分類
  • references/output-template.md -- 完整的 churn-autopsy.md 報告結構
  • references/standards.md -- 客觀性、嚴謹性、敏感度、資料不完整時的處理原則及操作規則

工作流程

  1. 收集。 根據 references/inputs.md 收集所有可取得的輸入資料。直接讀取提供的檔案;透過串接的 CRM 及分析 MCP 工具查詢帳戶、使用狀況及支援數據。記錄任何缺失。
  2. 整理。 在開始分析之前,先建立從首次接觸到取消服務的完整時間線。
  3. 分析。 系統性地套用 references/analysis-framework.md 中的六個階段,不得跳過:基準線、衰退時間線、根因分類、遺漏警訊、反事實分析、經驗教訓。
  4. 分類。 使用 references/root-cause-taxonomy.md 指定一個主要根因及任何促成原因。
  5. 草擬。 按照 references/output-template.md 定義的結構撰寫報告。
  6. 挑戰。 針對 references/standards.md 的標準審查每項結論;在保留每項發現之前,先試圖反駁它。
  7. 定稿。 在當前工作目錄或使用者指定位置產出包含所有章節的 churn-autopsy.md。

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

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.

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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