Growth Strategy Report
Use when you need to consolidate growth model diagnostics and optimization plans for each stage into a complete, deliverable growth strategy report. Growth strategy report auto-generation, including growth model assessment, AARRR funnel diagnostics, leverage strategies, flywheel model, and execution roadmap. Keywords: growth strategy report, growth report, AARRR report, growth flywheel, growth ro…
Design Prd
Use when generating standardized PRD documents. PRD auto-generation and management, producing standardized PRD documents based on requirements and ideation outputs, providing input for subsequent IA, flow, and prototype design. Covers PRD-L/S/X three-tier classification, 9-section complete structure, 4 quality gates. Keywords: PRD generation, product requirements document, requirements doc auto-g…
Activation Onboarding
Use when optimizing the user Onboarding flow. An automated Onboarding optimization pipeline that analyzes Onboarding data and user segments, automatically generates personalized guidance strategies, and designs A/B test plans. Keywords: Onboarding, new user guidance, guidance optimization, personalized guidance, user activation, beginner guidance, quick onboarding, guidance too long.
Design Handoff Spec
Used when design phase deliverables need to be handed off to the development team or when a development handoff document needs to be generated. Development handoff summary is automatically generated, integrating page inventory, route structure, functional requirements, and pending items to produce a developer-facing handoff document. Keywords: design handoff, design delivery, Handoff, development…
Api Integration
Use when integrating frontend with backend APIs. Auto-generates frontend request layer code from API contracts, including type-safe API clients, request/response interceptors, error handling, and mock data. Keywords: API integration, interface debugging, request layer, API client, frontend-backend integration, connect API, call API.
Backend Orchestrator
Use when completing the full backend flow from design to code implementation. Backend full-flow commander, orchestrating the two-phase flow of 'design all first, then implement uniformly': design phase produces specifications in architecture->data->API order, after unified design review, implementation phase generates runnable code in data->API->architecture order. Keywords: backend full flow, ba…
Decision Dace
Use when you need to execute a data-driven decision loop or transform data into actionable insights. DACE loop automation, Define/Analyze executed automatically by AI, Conclude assisted by AI for human decision-making, Execute tracked by AI for execution effectiveness. The Analyze phase integrates insight transformation capabilities, converting analysis results into narrative insights, decision r…
Acquisition Analysis
Use when evaluating acquisition channels or optimizing the acquisition funnel. An integrated acquisition analysis pipeline that first analyzes 19 acquisition channel data to calculate channel scale, conversion rate, and ROI, outputting a channel tiering report, then analyzes acquisition funnel data to identify the largest drop-off nodes and automatically generates optimization plans and A/B test…
Experiment Orchestrator
Use when designing or executing A/B test experiments. Experiment validation orchestrator dispatching experiment-design/execution. Keywords: A/B testing, experiment design, statistical significance, experiment execution, effect validation, AB test, controlled experiment.
Api Design Orchestrator
Use when designing API interfaces, formulating interface specifications, or designing authentication and authorization schemes. API design commander, orchestrating the complete flow of api-design-spec (design) and api-design-impl (implementation), ensuring API design is secure and compliant, with design outputs reviewed by humans before code generation. Keywords: API design, interface contract, A…
Activation Orchestrator
Use when identifying Aha Moments or designing Onboarding flows. User activation orchestrator dispatching activation-aha/onboarding. Keywords: user activation, Aha Moment, Onboarding, new user onboarding, beginner guidance, activation rate.
Design Prototype
Use when generating prototypes based on IA and user flows. Automatically generates low-fidelity and medium-fidelity prototypes based on IA proposals and User Flows, including design spec checks and usability heuristic evaluation. Keywords: prototype design, low-fidelity prototype, medium-fidelity prototype, design specification, prototype generation, create design mockup, rapid prototype.
Analysis Funnel
Use when analyzing user conversion paths is needed. Automated funnel analysis, AI automatically executes full funnel calculation, multi-dimensional drill-down, drop-off node identification, and trend analysis. Keywords: funnel analysis, conversion analysis, drop-off node, conversion rate, user path, where are users dropping off, conversion is too low, users can't complete the flow.
Business Orchestrator
Use when designing or evaluating a product business model. Orchestrates business-model-canvas/value-fit/pricing/strategy-report. Keywords: business model, business canvas, pricing strategy, business strategy report, monetization, revenue model, charging model, business assessment.
Agile Review
Use when automating Sprint reviews and retrospective reports. Integrated Sprint review and retrospective reporting, Step 1 completes Sprint review (deliverable inventory, Demo preparation checklist, feedback collection & classification, data collection, problem identification, improvement suggestion generation), Step 2 generates complete retrospective report (Sprint goal achievement analysis, del…
Agile Orchestrator
Use when managing Sprint cycles or tracking agile execution. Agile execution commander orchestrating agile-sprint-planning, agile-daily-sync, and agile-review sub-skills. agile-review has merged retrospective-auto auto-retrospective capabilities. Keywords: agile execution, Sprint planning, daily standup, Sprint review, agile management, Sprint retrospective, iteration retrospective, agile develop…
Data Analysis Report
Use when producing a complete data analysis report is needed. Automated data insight report generation, integrating funnel analysis, retention analysis, anomaly detection, and decision insight data, supplementing trend interpretation and action recommendations, outputting structured Markdown reports. Keywords: data analysis report, data insight report, operations report, data report, analysis rep…
Design Orchestrator
Use when generating PRD, information architecture, user flows, prototypes, or interaction specs. Orchestrates design-prd/design-ia/design-userflow/design-prototype/interaction-spec/design-handoff-spec/change-impact-analysis. Keywords: product design, PRD, information architecture, prototype, interaction spec, design handoff, write PRD, product documentation, design output, change impact analysis.
Api Design Impl
Use when API code generation is needed. Generates runnable routes, controllers, services, middleware, and type code from api-design-spec OpenAPI specs and security policies. Built-in PRD alignment, frontend alignment, and code self-review. Keywords: generate API code, write endpoint code, generate routes, generate controller, generate service, API code generation.
Design Userflow
Use when designing user flows and task flows. Automatically designs user flows from PRD and IA proposals, generating Task Flows and User Flows with conditional branches, exception paths, quality checks, and optimization suggestions. Keywords: user flow, User Flow, Task Flow, flow design, path optimization, user path, operation flow.
Acquisition Orchestrator
Use when evaluating acquisition channels or optimizing the acquisition funnel. User acquisition orchestrator dispatching acquisition-analysis, achieving closed loop from channel evaluation to funnel optimization. Keywords: user acquisition, acquisition channels, funnel optimization, channel evaluation, acquisition strategy, acquisition-analysis, user acquisition, acquisition.
Design Ia
Use when designing product information architecture. Automatically designs IA by extracting content from PRD, performing semantic clustering, recommending navigation patterns, simulating card sorting, and generating IA candidate proposals. Keywords: information architecture, IA design, navigation design, card sorting, content organization, navigation structure, content classification.
Experiment Design
Use when designing a new A/B test experiment is needed. Automated A/B test design, AI automatically executes hypothesis structuring, metric selection, sample size calculation, traffic allocation design, and experiment configuration generation. Keywords: A/B test design, experiment design, sample size calculation, traffic allocation, hypothesis testing, run an AB test, want to verify this change,…
Growth Orchestrator
Use when formulating growth strategies or systematically driving growth. Growth strategy orchestrator diagnoses growth model first, then dispatches acquisition/activation/retention/revenue sub-orchestrators as needed. Keywords: growth strategy, growth model, AARRR, growth flywheel, growth system, user growth, growth bottleneck, growth diagnosis.
Api Design Spec
Use when designing API specifications. Produces API design specifications from confirmed data models and service boundaries, designing RESTful/GraphQL interface contracts, security policies, and authentication schemes, generating OpenAPI 3.0 specs. Data-driven contracts, API fields precisely projected from ER model. Built-in compliance check ensures API security and compliance. Keywords: API desi…
Business Value Fit
Use when evaluating the fit between value propositions and user needs. Auto-evaluates value proposition fit, assessing how well BMC value propositions match user pain points and gains. Keywords: value proposition fit, pain point coverage, gain validation, fit score, user need validation, value alignment.
Backend Architecture Impl
Use when generating backend project architecture code. Implements backend architecture code from backend-architecture-spec architecture plans and service designs, generating runnable project architecture code to the project directory. This Skill owns the application entry (app.ts), integrating api-design-impl and data-architecture-impl code outputs. Built-in architecture alignment check and code…
Experiment Execution
Use when you need to execute A/B tests, analyze results, and generate complete reports. A/B test automated execution, analysis and report generation. AI automatically executes monitoring during experiment runs and analysis after experiment completion, including statistical testing, practical significance assessment, multi-dimensional drill-down, novelty effect detection, and generates a complete…
Competitor Monitoring Report
Use when you need to consolidate competitor tracking data into a complete, deliverable monitoring report. Competitor Dynamic Monitoring Report auto-generation, including competitor dynamics summary, feature change tracking, market strategy changes, threat assessment, and response recommendations. Keywords: competitor monitoring report, competitor dynamics, feature tracking, threat assessment, com…
Agile Daily Sync
Use when automating the daily standup process. Daily Sync automation, including pre-meeting AI preparation (progress summary, blocker identification, daily work item suggestions), in-meeting human sync, and post-meeting AI processing (records, action items, risk flags), outputting a daily sync report. Keywords: daily standup, Daily Sync, progress sync, blocker tracking, agile daily report, standu…
Analysis Retention
Use when analyzing user stickiness and churn risk is needed. Automated retention analysis, AI automatically executes full retention curves, Cohort analysis, Aha Moment search, and churn early warning. Keywords: retention analysis, Cohort analysis, Aha Moment, churn early warning, user stickiness, users aren't coming back, retention is too poor, when do users leave.
Decision Culture
Use when you need to drive a team's data-driven decision culture. Data culture automation, through daily, weekly, monthly, and quarterly automated reporting systems, drives the adoption of data-driven decision culture. Ensures the team always makes decisions based on data. Keywords: data culture, data-driven, decision culture, data literacy, reporting system, get team to make data-driven decision…
Growth Model
Use when diagnosing product growth models. An automated growth model diagnosis pipeline that analyzes product characteristics, user data, and business models, automatically matches the optimal growth model (PLG/SLG/MLG/Hybrid), and outputs a growth flywheel model, key constraints, and bottleneck analysis. Keywords: growth model, PLG, SLG, growth flywheel, growth diagnosis.
Change Impact Analysis
Used when analyzing the impact scope of PRD changes, design changes, or requirement changes. Change impact auto-analysis, analyzing the impact scope of requirement changes on functional, technical, testing, and other dimensions, generating change impact reports and re-review recommendations. Keywords: change impact, requirement change, impact analysis, change review, PRD change.
Analysis Orchestrator
Use when detecting data anomalies, running funnel analysis, or retention analysis. Data analysis orchestrator dispatching analysis-anomaly/funnel/retention/data-analysis-report. Keywords: data analysis, anomaly detection, funnel analysis, retention analysis, Aha Moment, look at data, poor data, data insights.
Diagnosis Orchestrator
Use when diagnosing product health or tracking competitor dynamics. Intelligent diagnosis commander orchestrating diagnosis-health, diagnosis-competition, competitor-monitoring-report, and product-sunset-plan sub-skills. Keywords: intelligent diagnosis, health score, competitor tracking, problem attribution, MTTR, competitor monitoring, product sunset, product diagnosis, troubleshooting.
Business Strategy Report
Use when producing a complete business strategy planning document. Auto-generates business strategy report integrating BMC, SWOT, OKR, roadmap, positioning and stakeholder data with strategic reasoning and execution paths. Keywords: business strategy report, strategic planning, business plan, strategy document, business analysis, strategic planning document.
Business Pricing
Use when creating or optimizing a product pricing strategy. Auto-analyzes pricing with AI-suggested human-approved approach, analyzing competitor pricing, inferring willingness to pay, generating 3 differentiated pricing options. Keywords: pricing strategy, competitor analysis, willingness to pay, package design, unit economics, pricing model.
Backend Architecture Spec
Use when designing backend architecture. Produces backend architecture design specifications, automatically evaluating architecture patterns based on business scale, designing service division plans, executing architecture reviews, with built-in ADR and tech debt registration for decision traceability. Architecture constraints first, producing service data ownership and tech stack decisions for d…
Analysis Anomaly
Use when automatic detection and attribution of metric anomalies are needed. Automated data analysis engine, AI automatically runs 24/7, responsible for metric health checks, anomaly detection, automatic attribution, and insight push. Outputs a complete anomaly report when metric anomalies are detected. Keywords: anomaly detection, data analysis, automatic attribution, metric monitoring, anomaly…
Diagnosis Health
Use when you need to diagnose product health. Automated product health diagnosis that collects multi-dimensional data and performs comprehensive scoring, trend prediction, and bottleneck identification, outputting a health report. Keywords: health score, product diagnosis, multi-dimensional scoring, health check, product health, health rating, product checkup, status check.
Data Architecture Orchestrator
Use when designing data models, planning data architecture, or designing cache and migration schemes. Data architecture commander, orchestrating the complete flow of data-architecture-spec (design) and data-architecture-impl (implementation), ensuring data architecture is reasonable, migratable, and high-performance, with design outputs reviewed by humans before code generation. Keywords: data ar…
Jianyan
质检任何文章 / 报告 / 白皮书的文内证据完备度——拆出核心主张、按 E0–E3 分级、点名裸奔断言与张冠李戴引用，并给出每条的最便宜手动核实路径。当用户粘贴文章并问"这篇靠谱吗 / 有没有水分 / 帮我质检 / 有没有裸奔观点"，或要求分析某篇内容的可信度时使用。不做真假判定，只评估证据完备度。
Activation Aha
Use when identifying and engineering the Aha Moment. An automated Aha Moment engineering pipeline that analyzes retention data and behavioral data, automatically identifies Aha Moment candidates, measures reach rates, identifies shortest paths, and outputs Onboarding optimization recommendations. Keywords: Aha Moment, activation moment, user activation, reach rate, Onboarding optimization, when u…
Decision Orchestrator
Use when converting data analysis results into decision actions. Data-driven decision orchestrator dispatching decision-dace (DACE decision loop + insight conversion) and decision-culture (data culture building), achieving closed loop from data to decision. Keywords: data decision, DACE loop, data insights, decision framework, data culture, decision-dace, decision-culture, data-driven, decision s…
Backend Architecture Orchestrator
Use when designing backend architecture, selecting architecture patterns, or conducting architecture reviews. Backend architecture commander, orchestrating the complete flow of backend-architecture-spec (design) and backend-architecture-impl (implementation), ensuring backend architecture is reasonable, scalable, and high-quality, with design outputs reviewed by humans before code generation. Key…
Diagnosis Competition
Use when you need to track competitor dynamics and develop response strategies. Competitor Dynamic Tracking & Response, monitors competitor feature changes, evaluates dynamic changes in own advantages, generates response strategies, and tracks effectiveness. Keywords: competitor tracking, competitor analysis, competitor monitoring, feature changes, competitive analysis, competitor changes, compet…
Business Model Canvas
Use when designing or evaluating a product business model. Auto-generates a Business Model Canvas converting exploration insights into a 9-block canvas. Keywords: business model canvas, BMC, value proposition, revenue model, cost structure, monetization, business model梳理.
Data Architecture Spec
Use when designing data architecture. Produces data architecture design specifications from PRD and architecture constraints, automatically designing business data dictionaries, ER models, table structures, index strategies, cache schemes, and data migration plans. Data boundaries divided by service data ownership from architecture plan. Business rule-driven normalization modeling. Keywords: data…
Agile Sprint Planning
Use when planning a Sprint. Sprint Planning automation, transforming Product Backlog into Sprint Backlog, including Sprint Goal suggestions, Story auto-selection, workload estimation, and capacity matching validation, outputting a complete Sprint plan. Keywords: Sprint planning, Sprint plan, iteration planning, Story selection, capacity matching, scheduling, what to do this iteration.
Data Architecture Impl
Use when generating data layer code. Implements data layer code from data-architecture-spec ER models and table structure designs, generating runnable Models, Migrations, Repositories, and cache layer code to the project directory. Built-in API alignment check and code self-review. Keywords: generate Model code, generate Migration, generate Repository, generate cache code, data layer code generat…