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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enderpuentes Bundle SitemapCreate and maintain XML sitemaps per sitemaps.org for search engine crawl discovery. Use when adding sitemap.xml, sitemap index, Next.js sitemap.ts, lastmod, changefreq, robots.txt Sitemap directive, or when the user mentions sitemap, URL discovery, or crawl indexing.
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ghaida Skill StrategizeFrames product design problems before solutions exist. Synthesizes research, sizes opportunities, defines hypotheses, scopes projects, and maps customer journeys. Use this skill for new project kickoffs, ambiguous business asks, translating research into briefs, strategic framing sessions, opportunity assessments, project scoping, stakeholder alignment, and competitive analysis—even if the user doesn't explicitly say "strategize."
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ghaida Skill StorytellingDiscipline for giving design work narrative structure that makes people care. Provides four canonical patterns — protagonist-arc, choreography, situation/complication/resolution, what-is/what-could-be — each with a goal, shape, and named pathology. Use when design work needs narrative structure, when stakeholders need to see the user's experience as a story, when presenting design rationale to non-design audiences, or when a journey, blueprint, brief, or deck feels lifeless. Trigger phrases: "what's the story here?", "tell the story", "story mode", "narrative mode". Restated inline in journey, blueprint, strategize, evaluate (and presentation when that skill ships). Refuses to smooth user data into clean arcs, manufacture strategic tension, substitute emotional appeal for evidence, assume conflict arcs are universal, or engineer stakeholder assent by shortcut.
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mikubaka88 Bundle Ccf Integrity AuditorAudit existing CCF claims, numbers, terminology, and citations against supplied or verified evidence. Use for 引用核验, claim审计, 数字一致性, and BibTeX/context checks. Full scientific review belongs to ccf-paper-reviewer; new literature discovery belongs to ccf-literature-searcher.
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tamtom Skill Gplay CLI UsageGuidance for using the Google Play Console CLI in this repo (flags, output formats, pagination, auth, and discovery). Use when asked to run or design gplay commands or interact with Google Play Console via the CLI.
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chrisbanes Bundle Run Github ProjectUse when asked to set up, review, or operate a repository's GitHub Project workflow, including ready claims, human-owned Planning work, unknown remote mutation outcomes, Backlog triage, epics, checkpoints, next-issue execution, or an authorized drain.
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proxymanapp Bundle Proxyman MCP SetupConnect an AI coding agent to Proxyman MCP. Use when Proxyman is installed but the agent cannot see tools, or when configuring Codex, Claude, Cursor, VS Code, or Copilot and troubleshooting bridge, handshake, or tool-discovery errors.
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binance Bundle Binance Trading SignalOn-chain trading signals and custom signal strategy management on Binance Web3. Three signal sources: smart money (wallet buy/sell events), platform strategies, and user-created strategies (meme / fomo). Four scenario domains: (A) Reports — daily report, monthly backtest review (BSC vs Solana, protocol comparison); (B) Signal discovery — feed, sort by maxGain or multi-strategy hit, token buyability ("can I still buy"); (C) Analysis — backtest interpretation, strategy comparison by golden/silver/bronze rate, indicator impact (KOL holdings, protocol, liquidity); (D) Management — create/update/delete strategies, enable/disable strategies, trigger/schedule backtests, query credits, auto-scan, copy strategies from the strategy hall. Trigger whenever the user mentions trading signals, smart money, custom signal strategies, backtesting, strategy management, daily or monthly reports, token buyability, or indicator impact analysis — even if they don't say "signal" or "strategy".
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binance Bundle Binance Wallet TrackerWallet tracking and monitoring on Binance Web3. Monitor token/trade activity for private groups or public Smart Money/KOL data. Four domains: (A) Discovery — consensus, pioneer, leaderboard diff, token buyer lookup, time-window summaries, similar wallets; (B) Evaluation — token risk (tokenRiskLevel ≥ 3), group rhythm, follow list assessment, token heat; (C) Replay — 4h summary, Accumulation/Distribution, sector rotation, anomaly orders, round-trip, first-mover/leader-follower, wake-up, bot-like; (D) Management — group create/rename, batch import, label update, link, follow list; (E) Real-time — WebSocket push for Smart Money, KOL, wallet-level, and address-level trade events. Trigger on: wallet tracker, monitoring, consensus, pioneer, accumulation, Distribution, Sector Rotation, Anomaly Large Order, round-trip, first-mover, wake-up, bot-like, token risk, token heat, group profile, similar wallets, group management, address import, follow list, real-time push, WebSocket — even without "tracker" explicitly.
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f-labs-io Skill HTML Timeline RoadmapCreate HTML timelines and roadmaps with status pills, dependency arrows, and milestone markers — for quarterly planning, project retrospectives, release histories, incident timelines, sprint visualizations. Use whenever the user wants to visualize a sequence of events over time, a plan, a roadmap, a release schedule, or look back at how a project unfolded. Reach for this whenever the explanation has a clear time axis, even if the user doesn't say "timeline".
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nocobase Bundle Nocobase AI ManagerNocoBase 2 only; never use in a NocoBase 3 project. Use when users need to inspect or maintain NocoBase core AI prerequisites through nb api, including LLM providers, saved services, CLI-versus-UI configuration routing, chat models, embedding discovery, secure credentials, and dependency-safe changes.
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nocobase Bundle Nocobase Data AnalysisNocoBase 2 only; never use in a NocoBase 3 project. Query and analyze business data in NocoBase via MCP. Use when users want current counts, grouped breakdowns, owner/source distributions, or business summaries across collections, with main data source first and fallback discovery to other enabled data sources.
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prisma-orm Skill Record GotchasCapture surprises, workarounds, and rough edges hit while *consuming* the public surface of Prisma Next, Prisma Compute, or Prisma Postgres — anything a real user of these products would experience. Fires whenever an operator (or agent) writes a workaround, hits a surprising failure mode, or finds undocumented behaviour while using one of these three products from the outside (extension authoring, example apps, integration tests, customer reproductions, internal demos, manual repros). Does NOT fire on bugs in code the operator's own team maintains — those are normal product-backlog bugs. In product-team repos (e.g. `prisma-8-ws`), surfaces the gotcha and offers the operator three paths (capture-as-gotcha, file a normal bug, or note-and-move-on). Outside product-team repos (pet projects, hackathon entries, customer codebases), silent-captures into the project's gotchas log AND a Triage-state Linear ticket in the matching gotchas project — no operator escalation. Do not skip the recording step.
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google Skill Mantis PlanFormulates a targeted defensive security reviewing plan based on the active threat model and historical learnings. Use when starting a security review campaign to map the codebase boundaries and generate a roadmap (workspace/plan.json). Don't use for executing code reviews, writing test scripts, or patching code.
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google Skill Mantis ReportGenerates a human-readable security review packet compiled from confirmed findings and exploit chains. Use at the end of a review cycle to produce stakeholder-facing documentation. Don't use for auditing code or verifying patches directly.
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qdrant Skill Qdrant Search StrategiesGuides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'how to rerank?', 'results are not relevant', 'I don't get needed results from my dataset but they're there', 'retrieval quality is not good enough', 'results too similar', 'need diversity', 'MMR', 'relevance feedback', 'recommendation API', 'discovery API', or 'missing keyword matches'
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tencentcloudbase Bundle Cloud API OperationsOperate Tencent Cloud control-plane resources (monitoring/alarms, CLB, CAM roles, COS, MySQL, SCF, etc.) via cloud APIs when no dedicated MCP tool exists. Covers API discovery via the api-reference index, calling via MCP callCloudApi or official SDKs, credential/permission models with CAM authorization escalation, and battle-tested workflow recipes. Use when the task requires Tencent Cloud control-plane operations beyond CloudBase's own tooling.
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hexbee Bundle Agent First Product StrategyReframe AI product and SaaS strategy from human-user assumptions to agent-first execution. Use when redefining product positioning, success metrics, API/docs priorities, go-to-market, or roadmap decisions for an AI-native market where agents are primary software users.
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shoootyou Skill Gsd Add PhaseAdd phase to end of current milestone in roadmap
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astronomer Skill Warehouse InitInitialize warehouse schema discovery. Generates .astro/warehouse.md with all table metadata for instant lookups. Run once per project, refresh when schema changes. Use when user says "/astronomer-data:warehouse-init" or asks to set up data discovery.
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cycleuser Bundle Skill ManagerCentral skill registry and management system, auto-loaded on session start for skill discovery and invocation. Triggers when: Listing available skills, loading or activating a specific skill, refreshing the skill registry, or viewing skill help information. Commands: - /skills - List all available skills with descriptions - /skill <name> - Load and activate a specific skill - /skill reload - Refresh skill registry - /skill help <name> - Show detailed help for a skill Capabilities: Auto-discovery of all skills in workspace, unified skill invocation via /skill command, skill registry with metadata and descriptions, version tracking and dependency management
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jorgealves Bundle Agent Capability DiscoveryScans all skill directories in the repository to generate a comprehensive global map of agent capabilities, inputs, and outputs. Use when you need to understand the full potential of your agent library or when a master agent needs to decide which sub-agent skill to invoke for a complex task.
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itechmeat Bundle Deps Devdeps.dev API v3 package metadata lookup. Covers version discovery, default/latest version, deprecation and project-status flags, resolved requirements/dependency graphs, URL encoding. Use when querying package versions, checking latest releases, detecting deprecated versions, or looking up dependency metadata via the deps.dev API. Keywords: deps.dev, api.deps.dev, package versions.
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sanky369 Skill Frontend OrchestratorDiagnose a codebase's frontend design maturity and route the work through the right sequence of frontend-design skills. Use when the user makes a broad or vague design request — 'make this look better', 'polish the UI', 'this feels like an MVP', 'our frontend is a mess', 'where do I start with design', 'make it feel professional', 'plan a design system' — or when a request spans multiple design concerns and it's unclear which single skill applies. Assesses maturity by inspecting the actual code (Tailwind config, CSS variables, component structure, hex-code drift), picks one of five implementation paths, and produces a design roadmap: an evidence-backed maturity diagnosis plus an ordered skill sequence with the artifact each step passes to the next. If the request clearly maps to one concern (only spacing, only color, only type), skip this and invoke that skill directly.
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dauquangthanh Bundle Project PlanningGuides comprehensive software project planning including task breakdown, estimation, sprint planning, backlog management, resource allocation, milestone tracking, and risk management. Creates user stories, acceptance criteria, project roadmaps, and work breakdown structures. Use when planning software projects, organizing sprints, breaking down features into tasks, estimating effort, managing backlogs, or when users mention "project planning", "sprint planning", "task breakdown", "roadmap", "backlog management", "user stories", or "project estimation".
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open-mercato Bundle Om DiscoverProduct-level discovery and define session that leaves a product-brief.md every later skill reads — problem and who has it, stakeholders, rules, flows, benchmark, success criteria, scope, assumptions, decisions. Three modes (existing product, client idea, own idea). Gathers real material before writing; never invents evidence. Use for "discovery", "define the product", "product brief".
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open-mercato Bundle Om Prepare Test EnvPrepare a reusable, technology-agnostic environment for local tests and QA. Compiles discovery into cross-platform launch scripts, provisions the configured browser provider autonomously, and writes the shared test-env descriptor consumed by UI and integration-test skills.
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mindmorass Skill Azure Resource DiscoveryAzure resource dependency tracing patterns for mapping infrastructure topology, networking, security, and identity. Use when tracing Azure resource dependencies, generating topology diagrams, or documenting how a specific resource connects to its environment.
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civitai Bundle Feature WalkthroughCapture a finished feature as live screenshots and assemble them into a shareable walkthrough page for review. Use when someone needs to see a feature working but a live demo isn't possible — a reviewer in another timezone, a stakeholder who wants to look before a rollout, a PR whose value doesn't survive a diff. Produces a published artifact, not a slide deck.
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cline-skills Bundle Knowledge Catalog DiscoveryUse these skills when you need to discover and explore data assets in the Knowledge Catalog. It allows you to search for entries, lookup specific metadata, and explore aspect types to understand your data platform's assets.
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jim60105 Bundle ImproveSurvey any codebase as a senior advisor and produce prioritized, self-contained implementation plans for OTHER models/agents to execute. Strictly read-only on source code — never implements, fixes, or refactors anything itself. Use when asked to audit a codebase, find improvement opportunities (bugs, security, performance, test coverage, tech debt, migrations, DX), suggest features or where to take the project next (roadmap, product direction), or generate handoff plans for another agent to implement.
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poteto Skill TodoAdd, complete, or view items in the brain/todos.md backlog. Use when the user says "todo", "add a todo", "mark done", "what's on the backlog", "show todos", "list tasks", "check off", or wants to manage their task list.
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poteto Bundle ExecuteImplementation methodology for executing tasks. Handles scoping, decomposition, worktree workflow, verification, and commit conventions. Triggers: "execute", "implement", "build this", "code this".
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poteto Bundle ScheduleOrders scheduler. Reads .noodle/mise.json, writes .noodle/orders-next.json. Schedules work orders based on backlog state, plan phases, session history, and task type schedules. Triggers when orders are empty, after backlog changes, when the loop re-evaluates, or when /schedule is invoked.
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codewithmukesh Skill SpecTurn a vague feature or product idea into an agreed, persisted specification through relentless structured questioning. Never assumes — every gap, ambiguity, or "probably" becomes a question to the developer, and the spec cannot be approved while open questions remain. Produces docs/specs/<NNN>-<slug>.md with acceptance criteria that /plan, /scaffold, and /tdd consume. Use when: "spec", "write a spec", "spec this out", "requirements", "PRD", "acceptance criteria", "define the feature", "user stories", "what should we build", or before planning any feature too big to describe in one sentence.
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codewithmukesh Skill Aspire.NET Aspire for cloud-native orchestration. Covers AppHost configuration, service defaults, resource configuration, service discovery, and the Aspire dashboard. Load this skill when setting up local development orchestration, service discovery, or Aspire-managed infrastructure, or when the user mentions "Aspire", "AppHost", "service defaults", "service discovery", "orchestration", "Aspire dashboard", "AddProject", "WithReference", or "cloud-native .NET".
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 qdrant-search-strategies, mantis-plan, mantis-report. 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.