Product & Planning

samarv Skill

Design and implement a growth mechanism based on peer-to-peer curation rather than black-box algorithms. Use this when launching a new discovery feature, building a two-sided marketplace, or looking to unlock network effects without sacrificing user control.

samarv Skill

A framework for running simultaneous discovery and delivery tracks to de-risk high-stakes product ideas. Use this when your team is stuck on a "feature treadmill," when you need to innovate on high-risk features without stopping delivery, or when planning a roadmap that balances "big swings" with predictable updates.

samarv Skill

A meta-framework to move product teams from opinion-based decision making to evidence-guided execution. Use this when stakeholder debates are stuck on opinions, when roadmaps feel like "feature factories" disconnected from results, or when you need to justify pausing a high-effort project to run lower-cost validation.

samarv Skill

A framework for shifting product focus from internal execution to external market reality. Use this when defining a new product strategy, performing quarterly roadmap prioritization, or when you feel "stuck" in internal politics and scrum management.

samarv Skill

A framework for product leaders to validate their thinking by seeking out friction, empathizing with stakeholder constraints, and intentionally breaking mental models. Use this when a project feels "too smooth" without debate, when entering a high-stakes technical market, or when encountering misalignment with engineering or design.

samarv Skill

Establishes a product operations function to streamline cross-functional alignment, manage customer feedback loops, and optimize the product development lifecycle. Use this when PMs are overwhelmed by internal stakeholder requests, when product launches lack organizational readiness, or when customer data is siloed across departments.

samarv Skill

A 5-level framework to connect company mission to daily execution. Use this when your team is struggling to prioritize between two similar features, when there is a disconnect between high-level goals and the roadmap, or when you need to "debug" why specific product goals are not being met.

samarv Skill

Shift a product squad from a "feature factory" (shipping output) to an "empowered team" (solving problems). Use this when you are handed a rigid roadmap of features, when engineers feel like "order-takers," or when product launches fail to move business metrics.

samarv Skill

A framework for accelerating growth by identifying and unblocking the "marginal user"—the person on the cusp of conversion—and the "worst-case user" who reveals systemic friction. Use it when conversion rates plateau, during international expansion, or when prioritizing a growth roadmap.

samarv Skill

A visual framework to align product discovery with business outcomes. Use this when shifting from a feature-factory output model to outcome-based goals, when prioritizing a messy backlog, or when needing to communicate product strategy to stakeholders.

samarv Skill

A framework for classifying product decisions based on impact and reversibility. Use this when you feel like a bottleneck for your team, when you have a massive backlog of choices to make, or when you need to justify spending weeks of research on a single high-stakes problem.

samarv Skill

Identify and scope high-value product bets by bypassing early estimation traps. Use this when your roadmap is cluttered with incremental tasks, when teams are "playing it safe" due to technical uncertainty, or when engineering estimates are stalling innovative ideas.

samarv Skill

A rigorous framework for vetting new product lines or startups. Use this when evaluating a potential pivot, selecting between multiple roadmap opportunities, or validating a new business model before committing resources.

samarv Skill

A 5-phase procedural playbook to develop a product strategy and build organizational alignment. Use this when the team doesn't understand "the why" behind a roadmap, when resources are spread too thin, or when shifting a product from incremental improvements to a new growth trajectory.

iamwaqargulzar Bundle

Use when the user asks to "track competitor influencer marketing", "see who my rivals partner with", or "benchmark my influencer program"; produces a competitor partnership roster, campaign and content-strategy breakdown, performance estimates, and a gap/opportunity list. Not for finding your own new creators — use influencer-discovery. 竞品达人合作追踪/竞品营销分析

iamwaqargulzar Bundle

Use when the user asks to "find content gaps", "竞品写了什么", or "还应该写什么"; builds a competitor-relative coverage map of missing topics, keyword gaps, and editorial-calendar opportunities. Not for raw keyword demand discovery — use keyword-research. 内容缺口/选题规划

iamwaqargulzar Bundle

Use when the user asks to "find influencers", "build an influencer list", or "discover creators in [niche]"; produces a multi-platform candidate pool, per-influencer profiles, authenticity red-flag screening, and a tiered shortlist with preliminary triage signals. Not for STAR scoring or ranking a known shortlist — use fit-scorer. 达人挖掘/找达人/创作者名单

iamwaqargulzar Bundle

Plan creator and influencer programs from audience mapping and discovery through outreach, contracting, content review, amplification and ROI measurement.

iamwaqargulzar Bundle

When the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for backlinks, domain rating, and discovery. Also use when the user mentions "directory submissions," "submit to directories," "backlinks from directories," "list my product," "submit to Product Hunt," "BetaList," "TAAFT," "Futurepedia," "G2 listing," "Capterra listing," "AlternativeTo," "SaaSHub," "AI directories," "MCP registry," "agent directory," "dofollow backlinks," "launch directories," or "directory tracker." Use this whenever someone is planning the directory layer of a product launch or an ongoing backlink campaign. For the broader launch moment, see launch. For programmatic SEO pages that should live behind these backlinks, see programmatic-seo. For AI citation optimization, see ai-seo.

iamwaqargulzar Bundle

Use when the user asks to "run a launch retro / post-mortem", "compare launch results vs targets by channel", or "decide what to keep or kill for the next launch"; produces a structured D1/W1/M1 retrospective — a per-channel actual-vs-target table (UTM-attributed own analytics as the truth column, platform self-reported numbers as reference, every figure labeled Measured / User-provided / Estimated), a 5-Whys chain on the single largest miss, keep / kill / change decisions per channel, 3-5 actionable learnings for the next launch, and an outcome snapshot submitted to the launch registry. Not for return math (CPA / ROI) — use roi-calculator; not for the stakeholder-facing report writeup — use report-generator; not for a metric deep-dive — use performance-analyzer. 发布复盘/渠道归因/5-Whys/keep-kill

iamwaqargulzar Bundle

Use when the user asks to "analyze backlinks", "analyze my off-site signals", or "track AI traffic / ChatGPT / Perplexity referrals"; profiles referring domains, anchor-text mix, toxic links, and disavow candidates (backlinks mode) or isolates AI-assistant referral sessions in GA4/GSC/logs and reports their trend, landing pages, and AI-vs-organic conversion (ai-referrals mode). Not for internal links — use site-structure-optimizer; not for keyword positions — use rank-tracker; not for multi-metric stakeholder reports — use performance-monitor. 外链分析/反向链接/AI流量/AI引荐/ChatGPT流量/AI转化

joogy06 Bundle

Use when the user asks about starting a venture, generating business ideas, validating an idea, building a business model, going to market, running a sprint, or any pre-execution founder / innovator / inventor / entrepreneur intent. Trigger on: business idea, founder, entrepreneur, startup, venture, pre-seed, seed, market discovery, niche, pain point, validation, MVP, pitch, "should I build X", "what should I build", "unit economics", "what should I charge", "run a sprint", "what stage am I at".

joogy06 Bundle

Use when developing Java backend applications — Spring Boot 3.x (auto-configuration, starters, actuator, profiles), Spring Security (OAuth2/OIDC, JWT, method security), Spring Data JPA/Hibernate (entity mapping, repositories, query methods, N+1 prevention), REST API design (controllers, validation, error handling, HATEOAS), microservices patterns (service discovery, circuit breaker, API gateway, config server), testing (JUnit 5, Mockito, Testcontainers, MockMvc), build tools (Maven/Gradle), and Jakarta EE patterns. Part of the java-* skill family.

joogy06 Skill

Use when the user needs to build a career plan, set milestones, define OKRs, create timelines, choose certifications, or map a professional development roadmap. Part of the career-* skill family.

joogy06 Bundle

Use when planning projects, managing scope, tracking risks, creating status reports, managing stakeholders, or handling project governance. Covers WBS decomposition, critical path analysis, milestone planning, risk registers, RAID logs, RACI matrices, change control, and executive reporting. Works with any methodology (Agile, Waterfall, hybrid, PRINCE2, PMBOK). Routes financial analysis to project-finance skill. Trigger on: project plan, WBS, milestone, critical path, risk register, RAID, RACI, status report, steering committee, change request, project governance, resource allocation, capacity planning, stakeholder management.

ericrisco Bundle

Use when a Reels/TikTok/Shorts account needs its next video ideas scored into a ranked backlog, grounded in its own performance log plus dated trending sounds, each bet logged so its outcome feeds the next batch. NOT scripting a chosen idea (that is `video-shorts`), NOT pillars or cadence (that is `shortform-strategy`), NOT packaging a finished cut (that is `shortform-packaging`).

ericrisco Bundle

Use when the unit of work is a TikTok/Reels account, not one clip: positioning, sustainable cadence and format mix, ride-or-skip on a trend or sound, recurring series, diagnosing a flat account, and the dated learning loop. NOT the single script or hook variants (that is `video-shorts`), NOT the idea backlog (that is `shortform-ideation`).

rweisssieker-xp Skill

Convert Power BI requests into implementation backlog items for Jira, Azure DevOps, Linear, or GitHub Issues. Use for stories, tasks, acceptance criteria, data requirements, tests, dependencies, and definition of done.

rweisssieker-xp Skill

Use when Power BI or Fabric work needs live metadata discovery from tenants, semantic models, SQL, lakehouse, SAP, Salesforce, Dynamics, Snowflake, APIs, or files before design decisions.

rweisssieker-xp Skill

Use when Power BI needs AI-assisted KPI discovery from process data, source metadata, report portfolios, event logs, operational exceptions, or business questions.

rweisssieker-xp Skill

Use when AI/KI should run an end-to-end BI sprint from intake through requirements, data contract, model, DAX, report spec, tests, quality gate, backlog, documentation, and acceptance.

planifest Bundle

Kubernetes fundamentals workflow for workload deployment, service discovery, and baseline cluster primitives. Use when teams need concrete namespace/workload/service/probe decisions before deployment; do not use for API contract design or requirement prioritization.

planifest Bundle

Use case modeling workflow for clarifying actor interactions, boundary behavior, and exception handling of approved requirements. Use when requirement behavior remains ambiguous and teams need explicit main/alternate/exception flows; do not use for backlog prioritization.

planifest Bundle

User story authoring workflow for turning prioritized requirements into implementable, testable delivery slices. Use when approved requirement work must be decomposed for sprint execution; do not use for initial requirement discovery or release-level prioritization.

planifest Bundle

Internal stakeholder interview workflow for capturing constraints, decision authority, and policy requirements. Use when delivery is blocked by unresolved business, engineering, legal, security, or operations decisions; do not use for end-user behavior research.

planifest Bundle

Technical roadmap workflow for sequencing initiatives, dependencies, and risk-aware milestones. Use when teams must decide what technical work to do first across multiple increments; do not use for low-level code implementation details.