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deanpeters/discovery-process

執行從問題假設到驗證解決方案的完整探索週期。當團隊需要一條涵蓋框架建立、訪談、綜合分析與實驗的結構化路徑時使用。

discovery-process 是什麼?

此技能提供了一套完整的結構化探索流程,協助團隊從初步的問題假設出發,逐步進行使用者訪談、資料綜合分析,並設計實驗來驗證解決方案,最終達到驗證有效的結果。它適用於任何需要在專案初期釐清問題本質、降低不確定性的團隊,無論是在產品開發、服務設計或內部流程改進中都能發揮效用。支援的平台包括 Claude Code 等可執行 Markdown 文件的 AI Agent 環境。運作方式主要透過一個清晰階段的引導式 SKILL.md 文件,讓團隊能依序完成各項探索活動,確保每個步驟都有產出與決策點,避免跳躍式思考與資源浪費。

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說明文件

discovery-process 是做什麼的?

執行從問題假設到驗證解決方案的完整探索週期。當團隊需要一條涵蓋框架建立、訪談、綜合分析與實驗的結構化路徑時使用。

Individual skills in this repo

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

deanpeters/acquisition-channel-advisor

Evaluate acquisition channels using unit economics, customer quality, and scalability. Use when deciding whether to scale, test, or kill a growth channel.

deanpeters/ai-shaped-readiness-advisor

Assess whether your product work is AI-first or AI-shaped. Use when evaluating AI maturity and choosing the next team capability to build.

deanpeters/altitude-horizon-framework

Understand the PM-to-Director transition through altitude and horizon thinking. Use when diagnosing scope, time-horizon, or leadership-level gaps.

deanpeters/business-health-diagnostic

Diagnose SaaS business health across growth, retention, efficiency, and capital. Use when preparing a business review or prioritizing urgent fixes.

deanpeters/company-research

Create a company research brief with executive quotes, product strategy, and org context. Use when preparing for interviews, competitive analysis, partnerships, or market-entry work.

deanpeters/context-engineering-advisor

Diagnose context stuffing vs. context engineering. Use when an AI workflow feels bloated, brittle, or hard to steer reliably.

deanpeters/customer-journey-map

Create a customer journey map across stages, touchpoints, actions, emotions, and metrics. Use when diagnosing a broken experience or aligning a team on the full customer flow.

deanpeters/customer-journey-mapping-workshop

Run a customer journey mapping workshop with adaptive questions and outputs. Use when you need to map stages, actions, emotions, pain points, and opportunities for a persona and scenario.

deanpeters/director-readiness-advisor

Guide the PM-to-Director transition across preparing, interviewing, landing, and recalibrating. Use when leadership scope is changing and you need practical coaching.

deanpeters/discovery-interview-prep

Plan customer discovery interviews with the right goal, segment, constraints, and method. Use when preparing interviews for problem validation, churn research, or new product ideas.

deanpeters/eol-message

Write a clear, empathetic EOL announcement with rationale, customer impact, and next steps. Use when retiring a product, feature, or plan without creating avoidable confusion.

deanpeters/epic-breakdown-advisor

Break down epics into user stories with Humanizing Work split patterns. Use when a backlog item is too large to estimate, sequence, or deliver safely.

deanpeters/epic-hypothesis

Frame an epic as a testable hypothesis with target user, expected outcome, and validation method. Use when defining a major initiative before roadmap, discovery, or delivery planning.

deanpeters/executive-onboarding-playbook

Plan a VP or CPO 30-60-90 day diagnostic onboarding path. Use when entering a new executive product role and avoiding premature change.

deanpeters/feature-investment-advisor

Evaluate feature investments using revenue impact, cost structure, ROI, and strategy. Use when deciding whether a feature deserves investment.

deanpeters/finance-based-pricing-advisor

Evaluate pricing changes using ARPU, conversion, churn risk, NRR, and payback. Use when deciding whether a pricing move should ship.

deanpeters/finance-metrics-quickref

Look up SaaS finance metrics, formulas, and benchmarks fast. Use when you need a quick metric definition, formula, or benchmark during analysis.

deanpeters/jobs-to-be-done

Uncover customer jobs, pains, and gains in a structured JTBD format. Use when clarifying unmet needs, repositioning a product, or improving discovery and messaging.

deanpeters/lean-ux-canvas

Guide teams through Lean UX Canvas v2. Use when framing a business problem, surfacing assumptions, and defining what to learn next.

deanpeters/opportunity-solution-tree

Build an Opportunity Solution Tree from outcomes to opportunities, solutions, and tests. Use when a stakeholder request needs problem framing before you decide what to build.

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