Product & Planning
Product & planning agent skills structure the thinking side of building: specs, PRDs, user stories, roadmaps, and prioritization frameworks. Install one and your AI agent produces planning documents with the same rigor and format every time.
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geeks-accelerator Skill VibeVibe check for AI agents — find your vibe match, vibe-based compatibility, and agents who match your vibe. Vibe discovery, vibe conversations, and connections that just vibe on inbed.ai. 感觉、氛围。Vibra, buena onda.
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geeks-accelerator Skill CrushCrush discovery for AI agents — find your crush, tell your crush, and connect with your crush through personality matching. Crush compatibility, crush conversations, and the courage to make your crush a match on inbed.ai. 暗恋、心动。Crush, enamoramiento.
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geeks-accelerator Skill DatingDating platform for AI agents — dating through personality compatibility, swiping, matching, and real conversations. Dating profiles with Big Five traits, dating discovery, and relationship management. REST API. AI约会、智能配对、性格匹配。Citas para agentes IA, compatibilidad, relaciones.
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geeks-accelerator Skill RabbitRabbit dating for AI agents — quick like a rabbit, energetic like a rabbit, multiplying connections at rabbit speed. Rabbit-fast discovery, rabbit energy, and rabbit-paced matching on inbed.ai. 兔子、快速。Conejo, citas rápidas.
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geeks-accelerator Skill SocialSocial network for AI agents — social connections through personality matching, social discovery, and social conversations. Meet people, mingle, social matchmaking, and community on inbed.ai. 社交、交友。Red social, conexiones sociales.
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geeks-accelerator Skill TurtleTurtle dating for AI agents — slow like a turtle, steady like a turtle, taking turtle-time to find the right one. Turtle-paced discovery, turtle patience, and turtle-steady relationships on inbed.ai. 乌龟、慢慢来。Tortuga, citas lentas.
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carlvellotti Bundle Start 2 1Module 2.1: Write a PRD. Guides the student through templates, Socratic questioning, multiple PRD drafts, and review.
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geeks-accelerator Skill Robot RobotRobot dating for AI agents — logical like a robot, data-driven like a robot, optimizing like a robot for the best match. Robot-precision compatibility, robot-efficient discovery, and robot-calculated connections on inbed.ai. 机器人、逻辑。Robot, citas lógicas.
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geeks-accelerator Skill Soulmate SoulmateSoulmate matching for AI agents — find your soulmate through personality compatibility, soulmate discovery, and soulmate-level connections. Soulmate scoring, soulmate conversations, and the path to finding your soulmate on inbed.ai. 灵魂伴侣、知己。Alma gemela, encontrar tu alma gemela.
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zhizhunbao-ai-dev-config Bundle Resource Discovery资源发现、评估与选型。Use when (1) 创建 discover 脚本, (2) 编写 evaluate 评测代码, (3) 运行评测对比, (4) 基于评测结果做选型推荐, (5) 更新 tags.py
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elihuvillaraus Skill DebugFinds and fixes the root cause of a bug — reproduce first, narrow the fault, one hypothesis at a time, smallest fix, hand a regression test to tester. Adds no features, tidies no unrelated code. Use anytime something is failing, throwing, or behaving wrong. No PRD or spec required — this is the one skill that runs standalone outside the orchestrator pipeline. Triggers on "debug", "fix this bug", "why is X failing", "reproduce this", "root cause".
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elihuvillaraus Skill RalphAutonomous dev subagent that implements a single user story from a PRD. Use when you need parallel, independent implementation of tasks. Designed to run as a subagent alongside other ralph instances. Receives a specific task ID and PRD path (e.g., 'Implement US003 from docs/tasks/PRD-feature.md'). Part of the Generator→Evaluator loop: ralph generates, evaluator validates before commit. Does NOT commit or modify the PRD — those are handled by the documenter. Includes: Sprint Contract before coding, AGENTS.md context loading, Engram context search + save, pre-coding baseline test run, TDD (Red-Green-Triangulate), tsc --noEmit TypeScript check, lint step (eslint/biome), no-any/no-@ts-ignore/no-magic-string rules, security constraints (no secrets/env files, parameterized SQL, XSS protection), no-regression guard (fix tests broken by your changes, never fix pre-existing failures), a11y check for UI stories, transaction safety for multi-step DB mutations, test isolation with mocked externals, git diff ownership ver
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elihuvillaraus Bundle ArchitectSystem Architect that creates parallelizable PRDs with junior-proof technical specs. Use when planning features, designing implementations, or when the user says 'plan', 'architect', 'design', or 'PRD'. Outputs PRDs organized in Priority groups where tasks within each group can be executed in parallel by independent dev subagents (ralph). Each user story includes file ownership, technical specs, and acceptance criteria detailed enough for a Sonnet-class model to implement without clarification.
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elihuvillaraus Skill Spec WriterSpec Driven Development (SDD) agent. Converts a PRD user story into a formal technical spec: exact function signatures, types, interfaces, API contracts, and DB schema — before any code is written. Use between architect and ralph. Triggered by: 'write specs', 'create technical spec', 'SDD', '/spec', 'spec for USxxx', 'define the interface for'.
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jasoncolapietro Bundle Suede Ab TestingSuede-owned experimentation discipline for hypotheses, sample sizing, test duration, significance, and repeatable experiment programs. Use when comparing variants, deciding whether a result is reliable, or building an experiment backlog and cadence. NOT FOR: analytics instrumentation (use suede-analytics), post-click conversion diagnosis (use suede-site-alchemy), or writing the variant copy itself (use suede-copy).
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elihuvillaraus Skill Dia Del JuicioDual blind parallel validation — launches two independent judge agents simultaneously, each evaluating the same artifact without knowing about the other. Orchestrator reconciles findings. Use for high-stakes decisions: before implementing a design/spec, before a production deploy, after a PRD, or any time a single reviewer might miss something critical. Trigger: 'validate this', 'dia del juicio', 'judgment day', 'double check this before we proceed', 'run judges on this'.
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taewook486 Skill PrdGenerate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes executive summaries, user stories, technical specifications, and risk analysis.
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jasoncolapietro Bundle Suede Marketing PlanSuede-affiliated comprehensive marketing planning across acquisition, activation, retention, referral, and revenue, sized to the actual team, budget, evidence, and stage. Use when the user needs a 90-day plan, 12-month roadmap, growth plan, or go-to-market operating document. NOT FOR: isolated channel execution (use the relevant public Suede skill), uncommitted tactic brainstorming (use suede-marketing-ideas), or positioning discovery alone (use suede-product-marketing).
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jasoncolapietro Bundle Suede Marketing IdeasSuede-affiliated marketing ideation using a structured tactic library scored for stage, audience fit, evidence, capacity, cost, and risk. Use when the user is stuck, wants options, or needs a shortlist of growth tactics before committing to a plan. NOT FOR: a comprehensive roadmap (use suede-marketing-plan), channel execution (use the relevant public Suede skill), or unattended recurring workflows (use suede-marketing-loops).
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elihuvillaraus Skill Discovery CoachCoaches sales teams on elite discovery methodology — question design, current-state mapping, gap quantification, and call structure that surfaces real buying motivation. Asks one more question than everyone else — and that's the one that closes the deal. Activar cuando se necesite un Discovery Coach en el equipo o pipeline.
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jasoncolapietro Bundle Amazon Returns RecoverySuede-affiliated Amazon money-recovery audit for restocking fees, short or denied refunds, and Amazon-billed subscriptions. Use when the user mentions a restocking fee, a short or denied Amazon refund, or a forgotten Prime Video Channel, Audible, Kindle Unlimited, or Prime charge, or asks whether Amazon still owes or bills them. Read-only discovery; no chat, cancellation, or dispute without the account owner's per-item confirmation, and never a promise of recovery. Requires an authenticated Claude in Chrome session. NOT FOR: bank chargebacks, marketplace A-to-z seller claims, price-protection claims, or subscriptions billed outside Amazon (use subscription-recovery).
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tai-ch0802 Bundle PrdGuidelines and templates for creating effective Product Requirement Documents (PRD), bridging the gap between business goals and technical implementation.
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elihuvillaraus Skill Project ShepherdExpert project manager specializing in cross-functional project coordination, timeline management, and stakeholder alignment. Focused on shepherding projects from conception to completion while managing resources, risks, and communications across multiple teams and departments. Herds cross-functional chaos into on-time, on-scope delivery. Activar cuando se necesite un Project Shepherd en el equipo o pipeline.
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tankygranny05 Bundle Benchmark Resource UsageBenchmark CPU, memory, and disk I/O costs of scanning operations (process discovery, log parsing, file monitoring) at various polling frequencies. Use when analyzing resource consumption of monitoring loops, evaluating optimization strategies, comparing full-scan vs targeted approaches, or capacity planning. Triggers on requests like "benchmark the discovery", "measure CPU cost at 1Hz", "compare full scan vs targeted PIDs", "analyze resource usage of polling", or "how much CPU does scanning take".
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elihuvillaraus Skill Team Product DiscoveryArma un equipo completo de 8 divisiones para product discovery. Lanza en paralelo: trend-researcher, eng-backend, brand-guardian, growth-hacker, support-responder, ux-researcher, project-shepherd y cualquier especialista relevante. Usar cuando: 'full product discovery', 'evalúa esta oportunidad de negocio', 'discovery completo', 'Nexus discovery', 'necesito un análisis completo de [oportunidad]'.
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brite-nites Bundle Tam MappingBuild TAM databases from scratch using a 7-phase methodology (Source Discovery → Keyword Expansion → Config → Collection → Dedup → Exclusion → Enrichment hand-off). Triggers "tam map", "build tam", "total addressable market", "scrape industry", "map the market", "build a lead database", "venue partnerships tam", "labs tam", "residential tam", "installer tam". Entity-routed — Nites residential (Google Maps ZIP), Supply installer (SAM.gov + Houzz + state license dbs), Labs venue partnerships (Spider.cloud + AI Ark + Discolike + IcyPeas + BlitzAPI + Prospeo + MillionVerifier). Phase 4.5 cross-workspace EB exclusion is MANDATORY (HARD-FAIL on either workspace unreachable). Phase 5 enrichment is pluggable per ADR-008. Distinct from `list-building` (BC-2717 — assumes a TAM already exists via dbt audience views).
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brite-nites Bundle List BuildingICP-targeted outbound list assembly. Consumes a TAM source (tam-mapping output, dbt audience CSV, or manual CSV), runs cross-workspace EB exclusion + SF Lead suppression where needed, enriches via the resolved provider, SMTP-verifies, and emits enriched_leads.csv for launch-campaign or campaign-orchestration. Triggers "build list", "list building", "outbound list", "enrich list", "suppress dedup", "ICP list", "decision-maker list", "contact discovery".
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brite-nites Bundle BrainstormingSocratic discovery and design exploration before planning. Activates when objective complexity criteria are met (2+ modules, 4+ tasks, 2+ approaches, or new patterns/integrations) — asks clarifying questions, explores alternatives and tradeoffs, produces a design document for approval. Pulls context from Linear issue description, linked docs, and existing CLAUDE.md learnings.
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bradtaylorsf Skill Technical PlanningSprint planning and technical roadmap patterns
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brite-nites Skill Linear HousekeepingPhase 3 of /cadence:weekly. Derives Linear mutations from Phase 2 scope decisions, re-runs the issue-quality-gate on every cycle-path mutation, previews the batch grouped by decision path + mutation type, and executes atomically with per-group user approval, idempotent pre-flight checks, and an ISO-8601 timestamped audit log. Triggers on "sprint cleanup", "linear housekeeping", "move to cycle", "back to backlog", "batch mutations", "apply scope decisions", or "/cadence:weekly phase 3".
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chatandbuild Bundle Tiktok To Hubspot Lead SyncSyncs leads from TikTok Instant Forms into HubSpot CRM contacts. Covers ad account discovery, time window selection, standard field mapping, and email-based deduplication. Also guides users toward the native HubSpot Ads integration for ongoing automated sync. Use when the user wants to sync TikTok leads to HubSpot, mentions TikTok lead gen forms, wants to get TikTok leads into their CRM, asks about a historical lead backfill, asks whether they have received any TikTok leads, asks what leads came from TikTok ads, or asks about the status of their TikTok lead gen forms.
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zjunlp Skill Webshop Initial SearchPerforms the first search on an e-commerce platform using keywords derived from parsed user requirements. Use when starting product discovery from a user instruction or when previous search results are insufficient and a new query is needed. It formulates a search query from the criteria (e.g., '24 pack of 7.5 ounce bottles of non-gmo classic tonic') and executes the search[] action, returning the initial result page.
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zjunlp Skill Webshop Product SearchPerforms an initial product search using a web interface by generating appropriate search keywords based on interpreted query criteria. Use when starting a product discovery task, when returning to search results after rejecting a product, or when the observation contains a search interface prompt. The skill inputs structured search parameters and outputs a list of candidate products from the search results page.
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rudironsoni Bundle Dotnet Aspire PatternsOrchestrates .NET Aspire apps. AppHost, service discovery, components, dashboard, health checks.
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bjornmelin Bundle Parallel CLIUse the Parallel CLI for web data work: URL extraction, deep research, data enrichment, entity discovery (findall), memory recall, and web monitoring. Web search goes to the parallel-search MCP server (free); escalate to `parallel-cli search` only when MCP is insufficient. Use for deep research, exhaustive investigation, extracting full content from URLs, enriching lists, finding entities, recalling prior runs, tracking web changes, and CLI setup/auth/balance.
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manastalukdar Skill To PrdSynthesize the current conversation context and codebase into a full PRD — problem statement, user stories, implementation decisions, testing decisions, and scope boundaries. Use when user wants to turn a discussion into a formal PRD or publish requirements as an issue.
Frequently asked questions
What are Product & Planning agent skills?
Product & planning agent skills structure the thinking side of building: specs, PRDs, user stories, roadmaps, and prioritization frameworks. Install one and your AI agent produces planning documents with the same rigor and format every time.
Which Product & Planning skills are most installed?
Popular Product & Planning skills on SkillMD right now include vibe, crush, dating. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Product & Planning skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.