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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spike-faye-lei Skill Idea DiscoveryWorkflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea discovery pipeline", "从零开始找方向", or wants the complete idea exploration workflow.
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spike-faye-lei Skill Autosci ResearchEnd-to-end research orchestrator — idea discovery → experiment design → execution → verdict → paper writing, with human gates and session-resumable state
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spike-faye-lei Skill Experiment BridgeWorkflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results. Use when user says "实现实验", "implement experiments", "bridge", "从计划到跑实验", "deploy the plan", or has an experiment plan ready to execute.
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spike-faye-lei Skill Research PipelineFull end-to-end research pipeline: from a broad research direction through idea discovery, experiments, and review all the way to a polished paper PDF. Use when user says "全流程", "full pipeline", "从找idea到投稿", "end-to-end research", or wants the complete autonomous research lifecycle.
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spike-faye-lei Skill Idea Discovery RobotWorkflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to benchmark-grounded, simulation-first ideas. Use when user says "robotics idea discovery", "机器人找idea", "embodied AI idea", "机器人方向探索", "sim2real 选题", or wants ideas for manipulation, locomotion, navigation, drones, humanoids, or general robot learning.
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h-mmer Skill ReconReconnaissance agent for target enumeration. Use for subdomain discovery, port scanning, service fingerprinting, tech stack identification, and OSINT gathering. Specify scope and depth: 'passive' for DNS/cert/OSINT only, 'active' for port scans and probing, 'deep' for comprehensive enumeration.
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h-mmer Skill Cloud ReconCloud misconfiguration scanner. Use for S3 bucket enumeration, Azure blob discovery, GCP storage checks, exposed cloud services, and cloud metadata analysis. Provide target domain or known cloud identifiers.
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xspoonai Bundle Fastkol Web3 Content PipelineUse this skill when the user asks to run or design an end-to-end Web3 content workflow in fastKOL (Polymarket hotspot discovery -> script writing -> avatar video generation -> YouTube publishing), including daily brief outputs, tool-call ordering, and fallback handling when external credentials or MCP services are unavailable.
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xspoonai Bundle Skill CompositionCRITICAL: Skill composition engine for automatic workflow generation from skill metadata. Triggers: compose skills, orchestrate, workflow, combine skills, skill pipeline, multi-skill, 技能组合, 工作流编排, 技能发现, 自动编排, skill discovery, semantic matching, StateGraph generation
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qa-aman Skill Data StoryCommunicate data insights to non-technical stakeholders in a structured, persuasive format. Use when the user says "present these findings", "explain this analysis to leadership", "make a data presentation", "tell the story behind the data", "translate this into a business narrative", "make this insight actionable", "stakeholder readout", "executive summary of results", or needs to turn analysis output into a decision-ready document or slide deck.
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qa-aman Skill Customer DiscoveryUse when the user says "run customer discovery", "help me interview customers", "write customer interview questions", "validate my assumption", "talk to users", "synthesize customer interviews", "what are my customers saying", "user research for my startup", "mom test interview", "are we solving a real problem", or wants to extract real insight from conversations with potential or existing customers.
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qa-aman Bundle Stakeholder MapMap stakeholders by influence, interest, and communication needs. Use when the user says "stakeholder analysis", "stakeholder map", "power interest grid", "who are the stakeholders", "RACI matrix", "stakeholder engagement plan", "who needs to be involved", "communication plan for stakeholders", "influence mapping" - even if they don't explicitly say "stakeholder map".
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qa-aman Skill Expansion DiscoveryIdentify expansion signals and structure upsell or cross-sell conversations using land-and-expand and Net Revenue Retention principles. Use when user says "upsell", "expansion", "cross-sell", "grow the account", "increase ARR", "find expansion opportunities", "NRR improvement", "upgrade conversation", "add-on", "renewal and expand", or "land and expand" - even if they don't say "expansion discovery" explicitly. Applies to CSMs managing account growth or CS teams building expansion playbooks.
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qa-aman Bundle Requirements ElicitationFacilitate structured requirements gathering. Use when the user says "gather requirements", "elicitation session", "stakeholder interview", "requirements workshop", "what do the users need", "discover requirements", "trawl for requirements", "understand the business need", "conduct interviews", or needs to systematically extract requirements from stakeholders - even if they don't explicitly say "elicitation".
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qa-aman Skill Release PlanningBuild a velocity-based release roadmap with risk buffers. Use when the user says "release plan", "when will we ship", "plan the next release", "map sprints to milestones", "estimate our release date", "how many sprints until done", or wants to translate a backlog into a delivery timeline - even if they don't say "release planning". Based on "Agile Estimating and Planning" by Mike Cohn (velocity, story points, cone of uncertainty, risk buffers).
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qa-aman Skill Program Status ReportWrite a structured weekly or bi-weekly program status report for stakeholders. Use when the user says "write a status report", "program update", "stakeholder update", "weekly status", "RAG status", "program health report", "what do I send to leadership", "write the update for [program]", or needs to communicate delivery progress - even if they don't explicitly say "status report". Produces a concise, scannable report with RAG status, blockers, and decisions needed.
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garphengate Skill Okr NavigatorPaste your existing OKRs and get a hard critique of vague, sandbagged, or fantasy ones; use before the quarter locks, while rewrites are still free.
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garphengate Skill Sales Call CoachGenerate sharp, non-generic discovery questions for a specific prospect and offer. Use before any first call, or when your discovery keeps producing polite answers and no information.
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the-nam-shub Skill Win Loss AnalysisGuides marketers through designing, executing, and activating win/loss analysis programs — from CRM audits and interview design to stakeholder alignment and executive reporting
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the-nam-shub Skill Channel And Campaign MeasurementGuidance for measuring marketing channel performance and campaign ROI across paid, organic, social, email, events, content, and community — including attribution approaches, metric selection, and stakeholder reporting. Trigger when a user asks how to measure, track, attribute, or report on any marketing channel or campaign type.
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the-nam-shub Skill Executive Stakeholder ManagementGuidance for marketing leaders on managing relationships with CEOs, boards, CFOs, CROs, and cross-functional executives—covering communication, budget defense, alignment, and influence. Trigger when a user needs help navigating executive relationships, presenting to leadership, securing buy-in, or managing up.
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the-nam-shub Skill Marketing Metrics And MeasurementGuides marketers on how to select, track, and communicate marketing metrics—covering accountability frameworks, attribution philosophy, measurement timing, and stakeholder reporting. Trigger when a user needs help choosing what to measure, how to defend marketing spend, or how to structure performance reporting.
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zhouyinlong-lab Skill Scientific Research科学研究所助手——集成 K-Dense Scientific Agent Skills(139个科研技能+78个公开科学数据库), 覆盖文献综述、生物信息学、化学信息学、药物发现、数据分析、科学写作、文档处理等领域。 核心原则:它是加速器,不是自动驾驶仪——帮你省掉机械劳动,不做科学判断。 Trigger keywords: 科研, 文献综述, 文献检索, 论文写作, 生信分析, 单细胞, 分子对接, 药物发现, 化学信息学, 科学写作, 学术海报, 学术PPT, 数据库查询, 数据分析, scientific research, literature review, bioinformatics, drug discovery, cheminformatics, paper writing, single cell, molecular docking, 科学研究, 科研助手, 实验数据分析, 查文献.
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brucesongs Bundle AI FuzzingAI-assisted fuzzing for automated vulnerability discovery. Coverage-guided fuzzing engines, AI-driven seed generation, intelligent mutation strategies, and systematic crash triage.
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brucesongs Bundle Binary ReverseBinary reverse engineering covers the complete chain from static analysis, dynamic debugging, to vulnerability discovery, exploit development, and malware analysis.
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brucesongs Bundle Cspm Casb AttackCSPM/CASB/CNAPP platform bypass and abuse — rule suppression exploitation, IaC state manipulation, CASB proxy evasion, SaaS shadow discovery, Wiz/Prisma/Lacework/Defender coverage gap identification, and tag-tampering attacks against cloud posture management tools.
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brucesongs Bundle Exploit DevelopmentExploit development covers the full chain from vulnerability discovery through crash analysis to working exploit code, spanning buffer overflows, ROP chains, format string bugs, and shellcode injection across x86 and ARM architectures.
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brucesongs Bundle Quantum Crypto AttackPost-quantum and modern national cryptography attack surface testing covering NIST PQC candidates (ML-KEM/ML-DSA/SLH-DSA), hybrid TLS analysis, QKD/BB84 protocol attacks, Chinese national crypto (SM2/SM3/SM4/SM9) implementation flaws, lattice/hashing signature probing, and quantum-vulnerable RSA/ECC asset discovery using liboqs, GmSSL, cloudflare/circl, OQS-OpenSSL, and PQCrypto-Break.
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brucesongs Bundle Edge Computing SecurityEdge computing security testing covering CDN bypass, Cloudflare Workers abuse, AWS Lambda@Edge attacks, cache poisoning, origin IP discovery, WAF bypass, and edge function injection.
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brucesongs Bundle Secret Management AttackSecret discovery, SAST code audit, and secrets-management platform attack covering gitleaks, semgrep, trufflehog, infisical, bearer, DeepAudit, apkleaks, and cariddi — including HashiCorp Vault exploitation (auth methods, secrets engines, policies, response-wrap hijacking, SSRF), AWS KMS key policy abuse, GCP KMS IAM escalation, Azure Key Vault access policy review, BYOK/HYOK attacks, Kyverno/external-secrets/secrets-store-csi-driver misconfig hunting, hardcoded credential discovery, secret rotation abuse, and CI/CD pipeline secret theft.
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vishuwa2004 Bundle Turn Zero Vs Inter Turn Skill Discovery SplitBlock skill discovery only on the initial user message; run later discovery asynchronously while tools execute using the write-pivot guard.
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sethdford Bundle Stakeholder ManagementStakeholder Management
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zhouyinlong-lab Skill Ralph LoopRalph Loop — 防止 AI 提前结束未完成任务的循环机制。本质是一个 bash 循环脚本, 每次迭代启动一个全新的 AI 实例(干净上下文),从 PRD 里挑出未完成的任务、 实现它、跑测试、通过则提交并标记完成,然后把关键信息写进 progress.txt。 持续循环直到所有任务完成。每轮全新上下文,避免传统对话中上下文臃肿导致的质量下降。 Trigger keywords: ralph loop, 循环开发, 自动迭代, 持续开发, 上下文隔离, 批量任务, PRD驱动开发, 自动化开发循环, 迭代开发, ralph, progress.txt, 自动完成任务, 持续集成开发。
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zhouyinlong-lab Skill Brand Workshop品牌全案设计工作坊——Discovery(发现)→ Concept(概念)→ Creation(创作)三阶段, 输出完整品牌标识包:Logo 多方案、品牌标语、品牌简介、DESIGN.md 设计令牌。 Trigger keywords: 品牌设计, 品牌工作坊, brand workshop, 做Logo, 品牌全案, brand identity, 设计令牌, 创业品牌, tagline, 标语设计。
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zhouyinlong-lab Bundle Last30daysAI agent-led search engine that researches any topic across Reddit, X (Twitter), YouTube, TikTok, Instagram, Hacker News, Polymarket, GitHub, and more — scored by real engagement signals (upvotes, likes, comments) rather than SEO. Produces rich HTML briefs with Best Takes, cross-source cluster merging, ELI5 mode, comparison mode, hiring signals, and competitor auto-discovery. Use when the user wants to research what people are saying about a topic, product, person, or trend in the last 30 days. Trigger keywords: /last30days, research, what are people saying, trending, sentiment, compare, ELI5, hiring signals, best takes, 调研, 最近30天, 大家都在说什么, 海外调研, AI新概念学习, 海外资讯, 社交媒体调研, 热门话题, 深度搜索, Reddit搜索, X搜索, 跨平台调研.
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nexscope-ai Bundle Ecommerce Amazon Related AsinsFind Amazon same-niche competitors by ASIN, with multi-dimensional filtering by click conversion rate, composite conversion rate, click volume, sales volume, reviews, ratings, price, and gross margin to identify potential competitors. Triggered when users mention same-niche competitors, ASIN competitor mining, niche competitor analysis, similar product benchmarking, ASIN benchmarking, niche market competitor list, high-conversion competitor screening, Jiimore product mining, niche competitor by ASIN, ASIN competitor analysis, same niche products, similar products discovery, conversion rate comparison, potential competitor screening, Jiimore ASIN mining. Even if users do not explicitly mention "niche" or "same niche", this skill should be triggered whenever the task involves discovering competitor lists or screening potential competitors based on a specific ASIN within the same market segment.
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 idea-discovery, autosci-research, experiment-bridge. 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.