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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rajbos Bundle Validate Model Pricing 2Find all model IDs referenced in local AI-coding session log files and debug logs, then compare them against the keys in src/modelPricing.json. Reports models found in logs that have no pricing entry (unknown — informational only) and pricing entries never observed locally (unused). Use after adding a new model to modelPricing.json, after seeing unexpected cost attributions, or to discover which new models have appeared in recent sessions. Depends on file discovery patterns from the validate-session-schemas skill.
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anthony-chaudhary Skill Dos Dispatch Loop 2Run recurring `dos-dispatch` cycles, switching to `dos-replan` when the backlog drains and stopping on the kernel's loop verdict. Use for unattended dispatch->replan->dispatch work across disjoint lanes.
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tekliner Bundle Discovery 2AUTO-INVOKE when user asks to see, fetch, or check current/live/real-time data from any ad platform (Facebook/Meta, Google Ads, TikTok, LinkedIn, Pinterest, Bing, Snap, X, GA4, Google Sheets, etc.), inspect ad accounts/campaigns/ads, pull insights directly from a platform, or any task that requires calling `discoveryRequestTool`, `discoveryListConnectorsTool`, or `discoveryListAccountsTool`. Trigger phrases include: "current campaigns", "live data", "real-time metrics", "show me platform-name ads", "fetch from platform-name API", "what's in my platform-name", "check platform-name insights". Use BEFORE any direct platform API call — the skill defines the mandatory URL/version protocol.
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tekliner Bundle Claude Code Sessions 2Use when user says "resume session", "what did I work on", or "find conversation about [topic]". Automatically searches, resumes, and analyzes Claude Code sessions. Handles session discovery, content search, and automatic session restoration from any directory.
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tekliner Bundle Full Marketing Audit 2Triggers on the "Full Marketing Audit" onboarding card OR phrases like "audit my account / agency / Google / Meta / what's wasting spend". Three phases — A connection check + heal (Discovery API only), B parallel per-channel audits (each loads only its own playbook), C synthesis via a single-custom-component-widget pattern. Idempotent — same `(workspace_id, audit_window_start_utc, '4.0.0')` triple → identical findings.
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tekliner Bundle Daily Performance Report 2Generate a Daily Performance Console — multi-channel operational dashboard for performance marketers. Blended KPI strip (Spend / Impressions / Clicks / CTR / Conversions / CPA / CR / ROAS), per-channel split with health flags, universal trend chart with date / metric / channel filters, and three tabs (Warnings / Recommendations / Monthly Pacing). Discovery API only, all data live. Built via /business-intelligence-editor as ONE custom-component widget that contains the entire console.
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tekliner Bundle Weekly Creative Performance 2Build a Creative Performance Dashboard with creative thumbnails, per-creative performance metrics, fatigue segments, and Discovery API data. Use for weekly creative performance reports, creative galleries, and creative fatigue analysis across Google Ads, Facebook, LinkedIn, TikTok, and Pinterest.
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6bnbn Skill Feature Dev 3Use when building a new feature or substantial behavior change in Cursor and the user wants a structured workflow from discovery through implementation and review.
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6bnbn Bundle Feature Dev 4Use when the user asks to build a new feature and wants a structured Codex CLI workflow with discovery, clarifying questions, architecture comparison, implementation, and review.
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devcxl Bundle Code Review 2从固定点(commit、branch、tag 或 merge-base)开始,沿两条轴线审查变更——规范(代码是否遵循仓库文档化的编码规范?)和规格(代码是否与原始 issue/PRD 的要求一致?)。两条审查线在并行子 agent 中运行,并以并排方式报告结果。当用户想审查一个分支、PR、进行中的变更,或要求"从 X 开始审查"时使用。
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stevengonsalvez Skill Ainb Fleet Standup 2Show fleet status — every claude session running on the host, merged across ainb + claude-peers broker + background jobs. Use when you need to enumerate sessions before composing an action, check the `summary` of each session, or pipe the list into jq for filtering. (Writes go via tmux by default; a `peer_id` is just an extra discovery signal / fallback channel, not a routing requirement.) Default output: text table. Pass --format json for LLM consumption.
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ericgandrade Bundle Agent Skill Discovery 2This skill should be used when the user wants to see all installed plugins, agents, skills, and MCP servers, and also inspect the current repository for local agents, skills, and MCP configuration. Scans the environment and presents a structured catalog of available resources. Works across all AI CLI platforms (Claude Code, GitHub Copilot, Gemini CLI, OpenCode, OpenAI Codex).
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masriyan Bundle Cloud Security Automation 2Cloud security posture skill for AWS, Azure, GCP, and multi-cloud. Covers IAM least-privilege, key and secret hygiene, network exposure, data protection, logging coverage, IaC scanning (Terraform, CloudFormation, Bicep, Pulumi), CSPM remediation, and landing-zone hardening. Use for misconfig discovery, IaC review, and automated drift-and-fix workflows on cloud accounts you own.
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closedloop-technologies Bundle Notagenius 2Turn a raw product or service idea into an evidence-backed, economically plausible service through JTBD discovery, competing bets, experiments, value-path design, outcome measurement, and falsification. Use when deciding whether an idea deserves investment, what evidence to gather next, or whether to continue, revise, return, or stop.
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closedloop-technologies Bundle Deep Research Exa 2Run Exa-backed deep research, neural search, and page-content retrieval with bounded result and page-read counts. Use when a task needs Exa Search, Exa Contents, or Exa Research inside a source-discovery or benchmark workflow.
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closedloop-technologies Bundle Deep Research Tavily 2Use Tavily Search API for bounded deep research retrieval, RAG-ready snippets, and low-cost web search. Use when a workflow needs search grounding, source discovery, or benchmarkable retrieval rather than full report-writing.
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closedloop-technologies Bundle Deep Research Xai Grok 2Run xAI Grok research with optional web and X search tools for current-event, social, market, or news-oriented research. Use when a task needs Grok-backed synthesis, X-aware source discovery, or provider comparison.
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thecraighewitt Skill Cold Call 2When the user wants to write cold call scripts, handle phone objections, plan dial blocks, or craft voicemails. Also use when the user says 'cold call script,' 'phone script,' 'phone prospecting,' 'voicemail script,' 'call opener,' 'gatekeeper script,' 'dial block,' 'cold calling,' 'SDR script,' 'outbound calling.' For multi-channel sequence design, see outbound-sequence. For post-call analysis, see call-debrief. For discovery call planning, see discovery-call.
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thecraighewitt Skill Call Debrief 2When the user wants to debrief a sales call, analyze a call transcript, extract action items, or review what happened on a prospect call. Trigger phrases: 'debrief this call,' 'analyze my call notes,' 'what happened on that call,' 'review this transcript,' 'I just got off a call,' 'how did my call go,' 'call recap,' 'post-call review,' 'grade this call.' For pre-call planning, see discovery-call. For tracking deal health over time, see pipeline-review. For analyzing patterns across closed deals, see win-loss-analysis.
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thecraighewitt Skill Discovery Call 2When the user wants to plan a discovery call, build discovery questions, qualify a lead, or prep for a first call with a prospect. Also use when the user says 'prep for a discovery call,' 'write discovery questions,' 'help me qualify this deal,' 'qualify a lead,' 'first call with a prospect,' 'initial meeting.' For deep buyer research before the call, see buyer-persona. For post-call analysis, see call-debrief.
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thecraighewitt Skill Referral Intro 2When the user wants to ask for a warm introduction, build a referral program, or systematize their referral channel. Also use when the user says 'get me an intro,' 'ask for a referral,' 'write a forwardable email,' 'warm introduction,' 'partner referral,' 'reference request,' 'intro email,' 'leverage my network,' 'referral program,' 'ask for an intro at dinner,' or 'track referrals in CRM.' For cold outreach without a warm path, see cold-email or linkedin-outreach. For sequencing referral asks into a cadence, see outbound-sequence. For running the meeting after a referral intro is made, see discovery-call.
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thecraighewitt Skill Proposal Pricing 2When the user wants to build a proposal, structure pricing, create an SOW, or present a deal to a prospect. Also use when the user says 'write a proposal,' 'help me price this deal,' 'create an SOW,' 'build a pricing page,' 'put together a quote,' 'send them pricing,' 'scope this out,' 'write up the deal,' 'draft the SOW,' 'pricing options for this deal.' For negotiation after the proposal is sent, see negotiation. For discovery that informs the proposal, see discovery-call.
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forgivesam168 Skill Prd 2Generate 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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forgivesam168 Bundle Specification 2Generate comprehensive specification documents (PRD/Spec). Use when asked to "write spec", "create PRD", "document requirements", "user stories", "acceptance criteria", "產生規格", "寫需求文件", "specifications", or transforming brainstorm results into formal structured requirements for features.
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forgivesam168 Skill Implementation Planning 2Break down specifications into executable implementation plans with TDD integration. Use when asked to "create plan", "break down tasks", "implementation roadmap", "規劃實作", "拆解任務", "執行計畫", or need step-by-step implementation guidance with test strategies and impact analysis. Use when asked to "plan from spec", "spec to plan", "generate plan from requirements".
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florianbruniaux-claude-code-ultimate-guide Bundle Pr Triage 24-phase PR backlog management with audit, deep code review, validated comments, and optional worktree setup. Use when triaging pull requests, catching up on pending code reviews, or managing a backlog of open PRs. Args: 'all' to review all, PR numbers to focus (e.g. '42 57'), 'en'/'fr' for language, no arg = audit only.
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florianbruniaux-claude-code-ultimate-guide Bundle Issue Triage 23-phase issue backlog management with audit, deep analysis, and validated triage actions. Use when triaging GitHub issues, sorting bug reports, cleaning up stale tickets, or detecting duplicate issues. Args: 'all' to analyze all, issue numbers to focus (e.g. '42 57'), 'en'/'fr' for language, no arg = audit only.
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avav25 Skill Product 2Feature design workflow — transform raw feature inputs (ideas, research, stakeholder requests, competitive analysis) into a structured PRD or feature brief. Applies product-manager role. Produces PRD, user stories, acceptance criteria, success metrics, and updates FEATURES.md. First step in the planning chain, precedes architecture skill and plan skill. Includes mandatory multi-reviewer feedback loop with product-manager, marketing-strategist, content-writer, and seo-engineer.
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congdon1207 Bundle Senior Data Scientist 2World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering, model evaluation, and stakeholder communication. Use when designing experiments, building predictive models, performing causal analysis, or driving data-driven decisions.
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aws-samples Skill Research V3 2AWS service capability discovery producing research.json with structured capabilities, API surface, and existing mitigations. Uses MCP servers for AWS documentation, service authorization, and best practices. Downstream skills (Validate, Map) consume this output. Split into 3 focused sub-skills for better accuracy; this skill orchestrates and merges.
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codealive-ai Bundle Agentic Readiness 2Audit and improve repositories for reliable agentic work across Codex and Codex App, Claude Code, and OpenCode. Use when reviewing AGENTS.md or CLAUDE.md quality and discovery, instruction routing in monorepos or meta-repos, agent settings, MCP configuration, skills, subagents, context budgets, or repository organization for coding agents.
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davidortinau Bundle Aspire 3Use this skill when the user is working with an Aspire distributed application and needs to operate the AppHost or its resources through the Aspire CLI: start, restart, stop, or wait on the app; inspect resources, logs, traces, docs, or health; add integrations; manage secrets or config; publish, deploy, or rerun a named pipeline step; initialize Aspire in an existing app; recover missing `.modules` files in a TypeScript AppHost; discover the right frontend URL for Playwright from Aspire state; expose custom dashboard/resource commands; or understand unfamiliar Aspire AppHost APIs in C# or TypeScript. Use it even if they describe the task in terms of an AppHost, resources, dashboard, existing app bootstrap, missing generated modules, Playwright URL discovery, C# API understanding, or local distributed app workflow without explicitly naming Aspire. Do not use it for non-Aspire .NET apps, container-only repos with no AppHost, or ordinary build and test tasks.
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deagentic Bundle Cobol Analyst 2Use when encountering COBOL copybook files to parse and understand them.
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deagentic Bundle Problem Intake 2Activates when a user wants to start an archaeology or reverse-engineering session on a legacy codebase and their input is vague, broad, or business-oriented (e.g. "how does billing work?", "trace this bug in discount calculation", "I need to understand the inventory report process"). Transforms the rough request into a structured Archaeology Brief ready for the software-archeologist. Use this skill proactively any time someone describes a business process they want to understand, a legacy system they want to analyze, or a bug they want to trace — even if they haven't explicitly asked for an "archaeology session."
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deagentic Bundle Retro Engineer 2Use to perform automated structural analysis of a codebase — runs tools/retro/main.py, produces retro-report.md, and delegates to hardware-analyst for any hardware-domain signals. The fast, tool-assisted path for reverse engineering.
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deagentic Skill Shadcn UI 2Expert guidance for integrating and building applications with shadcn/ui components, including component discovery, installation, customization, and best practices.
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 validate-model-pricing, dos-dispatch-loop, discovery. 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.