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Assess whether a research result has real commercial potential before building a commercialisation strategy — distinguis...

プロジェクト プロジェクトの Product Discovery スキル。 feature-pilot 進入前に「この機能を作るべきか？」と「どのように作るべきか？」を 業界標準フレームワーク（OST + Double Diamond +...

Set up a research repository the team actually reuses — the atomic-insight format (finding + evidence + source + date),...

Curate time-sensitive research signals for PaperTrace, including papers, model launches or retirements, tools, Skills, M...

Plans user research studies end to end: sharpens the research questions, picks a fitting method (interviews, usability t...

Synthesize user interviews, observations, surveys, support tickets, reviews, or feedback into traceable themes, insights...

Go outside the founder brief and research the real market before the plan is written: the exact communities, newsletters...

Convert SOTA research into executable plans. Use when: (1) starting features with unknowns, (2) need current best practi...

Product Research / 产品研究编译器：当用户要围绕一个产品问题做系统调研、竞品证据、替代方案、行业信号、 用户与市场研究、最佳实践提炼、产品候选池、本地 HTML 研究看板、可视化研究报告或跨职能 Dashboard 时使用...

Lock tasks to user-provided sources (PDF/txt/URL) by creating a per-task context container, ingesting and chunking only...

Ship a validated experiment — clean local branch reconstructed from the baseline, engineering report, and optional draft...

Guided market research workflow covering TAM/SAM/SOM market sizing, competitive landscape analysis, and customer intervi...

Conducts comprehensive market research including industry analysis, competitor analysis, market trends, customer insight...

Optimize construction resource allocation across activities. Level resources, resolve over-allocations, and balance work...

Team structure, gearing analysis, continuity planning, and competing demand management for legal matters. Use when setti...

Plan and optimize resource allocation. Trigger with "resource planning", "capacity", "utilization", "staffing plan", "wh...

AI-powered restock alert and replenishment planning skill. Calculates optimal reorder points, safety stock levels, and s...

Resume work from previous session with full context restoration

When the user wants to optimize retail allocation, distribute inventory to stores, or perform initial merchandise alloca...

Expert-level retail systems, POS, inventory management, e-commerce, customer analytics, and omnichannel retail

When the user wants to optimize retail store replenishment, calculate reorder points for stores, or manage continuous re...

Retention strategies, re-engagement, and churn prevention. Includes retention analysis frameworks, re-engagement trigger...

Optimize Retell AI costs through tier selection, sampling, and usage monitoring. Use when analyzing Retell AI billing, r...

Diagnoses and reduces churn — cancellation flows, save offers, failed-payment recovery, at-risk detection, and the produ...

Use when revenue is leaking out the bottom of the funnel and you need a program to keep, score and win back customers —...

Customer retention analysis, churn prediction, cohort analysis, win-back campaigns, and loyalty program design. Use when...

Help users improve retention and engagement metrics. Use when someone is dealing with churn, optimizing activation flows...

When the user wants to reduce community churn, re-engage inactive members, or improve member retention. Also use when th...

[Process] Sprint retrospective facilitation. Use at end of sprint to gather feedback and action items.

Use when adding a test to an existing codebase for behavior that is already implemented. Ensures the test is meaningful...

上线后数据复盘并滚动产出下轮迭代计划。当用户需要评估上线结果、衡量功能成功、分析上线后指标，或说"效果分析"、"上线复盘"、"衡量影响"、"表现如何"时使用；也用于规划迭代、冲刺、回顾、对待办事项排序、分配团队容量，或说"迭代规划"、"规划...

Codified expertise for returns authorisation, receipt and inspection, disposition decisions, refund processing, fraud de...

Monitors revenue metrics, tracks subscription changes, and alerts on revenue anomalies or threshold breaches.

Analyze marketing and sales touchpoints to attribute revenue credit using multi-touch models and channel contribution an...

Build revenue projection models with driver-based forecasting, scenario analysis, and pricing optimization

Analyzes sales pipeline health, revenue forecasting accuracy, and go-to-market efficiency metrics for SaaS revenue optim...

Эксперт RevOps. Используй для GTM стратегий, процессов продаж, CRM систем и revenue метрик.

Analyzes pipeline coverage, tracks forecast accuracy with MAPE, and calculates GTM efficiency metrics for SaaS revenue o...

name: revenue-recognition

Reverse engineer web APIs by capturing browser traffic (HAR files) and generating production-ready Python API clients. U...

Risk-tiered code review (Blocker / High / Medium / Low). Use when the user runs /review or wants the current branch or d...

Review and promote backlog items to active milestone

Use when triaging incoming ideas, requests, or notes into actionable work.

When the user wants to research customer pain points, complaints, or sentiment using review platforms like Trustpilot, G...

Review a PRD for completeness, quality, and actionability

Review an existing PRD for completeness, quality, and anti-patterns when the user asks to review, critique, or check a P...

Comprehensive PM resume review and tailoring against 10 best practices including XYZ+S formula, keyword optimization, jo...

Review an implemented RFC in a fresh context against its acceptance criteria, RULES.md and the test plan, and save the r...