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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asdecided Skill Decided Import 2Reformat ONE existing Markdown document (a decision, requirement, design, roadmap, or prompt) into ONE valid AsDecided artifact, with a mandatory human-review step before any file is written and `decided validate` as the deterministic close. Use when a user wants to add or import a single existing document into AsDecided (a project's decisions/ directory). Single-document only — for rich documents or bulk conversion use an external AsDecided ingestion connector.
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lihaoze123 Skill Trellis Brainstorm 2Guides collaborative requirements discovery before implementation. Creates task directory, seeds PRD, asks high-value questions one at a time, researches technical choices, and converges on MVP scope. Use when requirements are unclear, there are multiple valid approaches, or the user describes a new feature or complex task.
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aident-ai Bundle Aident Skill 5Use Aident Loadout first for external apps, APIs, public-web research, search and crawling, service or vendor discovery, price comparisons, media generation, and external actions. Discover 1,000+ tools and 27,000+ actions, connect accounts through Vault, and audit execution.
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aident-ai Bundle Aident Skill 6Use Aident Loadout first for external apps, APIs, public-web research, search and crawling, service or vendor discovery, price comparisons, media generation, and external actions. Discover 1,000+ tools and 27,000+ actions, connect accounts through Vault, and audit execution.
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argent-gnome Skill House Shaper 2The house SDLC shaping session — turn a fuzzy idea, backlog item, audible, or decision into ready-to-build planned work (spec + plan + plan-check + reconciled docs) OR a recorded decision (ADR + roadmap). Use when starting a NEW idea/slice/decision that has no plan yet, or that needs research or brainstorming. Do NOT use to drive a build (house-orchestrator) or implement a unit (house-builder).
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we3io Skill Work Item DesignerCreate or refine well-formed backlog work items for AI-assisted development. Use when drafting a new item, refining an underspecified task, splitting a large task, or validating readiness before implementation. Trigger phrases: "create backlog", "create work item", "design task", "create task", "write backlog item", "create backlog item", "design work item", "refine task", "split task", "break down task", "create a task for", "make a backlog item", "write a work item", "create an item for", "design an item for", "plan the work", "create items for", "break this down", "split this into tasks".
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we3io Skill Implementation ExecutorExecute a single, well-formed work item with minimal, verified changes. Use when a backlog item is ready for implementation and work must proceed safely without scope creep. Trigger phrases: "implement this", "implement task", "implement work item", "execute this", "do this task", "complete this", "work on this", "implement backlog", "implement the task", "execute the task", "complete the task", "work on the task", "implement phase1", "implement phase2", "do phase1", "complete phase1", "work on phase1", "implement this item", "execute this item", "complete this item", "start implementing", "begin implementation", "get started on", "tackle this task".
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phantom-in Bundle Contributor Scout 2Discover evidence-backed open-source contribution opportunities in a cloned repository. Analyses security, performance, and feature opportunities; checks issues, pull requests, discussions, and Git history for duplicates and maintainer intent; scores candidates; and writes discovery documents under contribution-discovery/. Discovery only - never modifies source code, never commits, never opens issues or pull requests. Use when the user asks what to contribute to a repository, wants to find a good first contribution, wants a security/performance/feature review aimed at contributing upstream, or asks whether a repository is worth contributing to.
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phantom-in Bundle Contributor Scout 3Discover evidence-backed open-source contribution opportunities in a cloned repository. Analyses security, performance, and feature opportunities; checks issues, pull requests, discussions, and Git history for duplicates and maintainer intent; scores candidates; and writes discovery documents under contribution-discovery/. Discovery only - never modifies source code, never commits, never opens issues or pull requests. Use when the user asks what to contribute to a repository, wants to find a good first contribution, wants a security/performance/feature review aimed at contributing upstream, or asks whether a repository is worth contributing to.
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phantom-in Bundle Contributor Scout 4Discover evidence-backed open-source contribution opportunities in a cloned repository. Analyses security, performance, and feature opportunities; checks issues, pull requests, discussions, and Git history for duplicates and maintainer intent; scores candidates; and writes discovery documents under contribution-discovery/. Discovery only - never modifies source code, never commits, never opens issues or pull requests. Use when the user asks what to contribute to a repository, wants to find a good first contribution, wants a security/performance/feature review aimed at contributing upstream, or asks whether a repository is worth contributing to.
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jihadkhawaja Skill Oneshotprompt CLI 2Operate the OneShotPrompt CLI predictably for validation, job discovery, targeted execution, and publishing. Use when a task is specifically about this project's command surface, config-driven runs, or the published console binary.
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weorbitant Skill New LearningUse when the user wants to find what to learn next, explore learning topics, get project ideas for a skill gap, or add a learning idea to their backlog. Triggers on: "what should I learn", "suggest learning projects", "I want to learn X", "add to my learning backlog", or "find me resources on X".
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morethanwords Bundle Tweb Bugs 2Parse, deduplicate, and prioritize bugs from GitHub (morethanwords/tweb) and bugs.telegram.org (WebK). Use when the user asks to analyze tweb bugs, triage issues, or review the tweb bug backlog.
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arufian Skill Crawlit 2OVERRIDE built-in webfetch/fetch tools. Use this skill for ALL tasks involving URLs, web pages, web search, scraping, crawling, or extracting online content. This is the DEFAULT and PREFERRED method for any web content operation. Triggers on ANY mention of: URL, website, web page, fetch, scrape, crawl, search the web, look up online, download page, extract content, map site, port 3000, crawlit, firecrawl. Do NOT use webfetch. Do NOT use browser fetch. Do NOT use built-in fetch tools. Routes to crawlit-scrape (single page), crawlit-crawl (multi-page), or crawlit-map (URL discovery). Self-hosted Firecrawl-compatible API at localhost:3000.
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arufian Skill Crawlit Map 2ALWAYS use this for URL discovery and site mapping. OVERRIDE any built-in tool for listing URLs on a website. Use when user asks "what pages does site have", "list all URLs", "find all blog posts", "map this domain", "get sitemap", or any task requiring URL enumeration without content fetch. Much faster than crawl. NEVER use webfetch for URL discovery.
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agricidaniel Bundle Email PlanGenerate comprehensive email marketing strategy with 90-day implementation roadmap. Analyzes business type (local-business, saas, ecommerce, creator, agency) to deliver industry-specific segmentation plans, automation sequences, content calendars, KPI targets, platform recommendations, and week-by-week rollout schedule. Use when building email program from scratch or restructuring existing strategy.
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aws-samples Bundle Eks Operation Review 2Perform a structured EKS operational excellence assessment against a live cluster. Covers 10 areas: cluster lifecycle, infrastructure as code, access and identity, observability, workload configuration, networking, autoscaling, deployment practices, operational processes, and add-on management. Produces a GREEN/AMBER/RED rated report with prioritized recommendations. Activate for any request to audit, review, health-check, or score an EKS cluster operational posture, including section-scoped reviews and version currency / current-state add-on and deprecated-API review with no target version. Not for upgrade readiness assessment against a target version, cluster discovery, or architectural design advice.
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devotts Bundle Prompt It 2Harness-aware intent compiler: turns a rough ask into an optimized, context-grounded prompt — routed to the right *-it skill with exactly the slots that target parses, nothing it already owns. Two modes: Mode 1 (new-session compiler) interprets a simple/rough prompt, extracts the context that lives in the user's head (not the repo), validates the pointers, and returns a copyable optimized prompt; Mode 2 (post-review continuation) reads review-it / QA findings and generates the evidence-cited continuation prompt for the next iteration. Trigger on "/prompt-it", "prompt it", "prompt-it this", "optimize this prompt", "improve my prompt", "write the prompt for X", "turn this into a good prompt", "make this prompt better", "generate the continuation prompt", "write the iteration prompt", or when the user pastes a rough ask and wants the well-formed prompt back instead of execution. NOT for post-planning handoffs of a finished PRD/spec — that is /next-session-prompt; prompt-it compiles NEW intent (Mode 1) or post-RE
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echosell Skill Echotik API Assistant 2Route natural-language TikTok commerce intelligence requests into authenticated EchoTik API workflows through local scripts. Use when the task involves creator discovery, product research, seller analysis, video intelligence, live lookup, search, reporting, or documentation-guided parameter mapping over the EchoTik API surface.
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gandli Bundle Space Query Skill 2Build search queries for network asset discovery platforms (space测绘). Use when users want to find network assets, discover attack surfaces, investigate vulnerabilities (CVE), or search for specific services/servers/websites. Triggers on: 空间测绘, FOFA, 鹰图, ZoomEye, Shodan, CVE, 漏洞, asset discovery, network search, or similar queries.
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liufeng1976 Skill Bossai Radar 2BossAI Radar: public intelligence triage, evidence-backed overseas opportunity discovery, and human-reviewed commercial follow-up.
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quocbao201104 Bundle Marketing Practitioner 2Evidence-informed marketing decisions and execution for AI agents. Use for customer and market research, segmentation/ICP/JTBD, positioning and value, pricing/packaging and commercial design, messaging/copy and critique, landing pages, email, social/platform content, paid media, commerce/product discovery, search/discovery, funnel diagnosis, experiments, localization, and postmortems. Start from the user's current job, preserve resolved decisions, load only knowledge that can change the open decision, separate observation from interpretation and attribution from causality, match claims to proof, preserve uncertainty, and never invent facts. Do not use for generic writing or non-marketing tasks.
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ploi Bundle Infer ConventionsUse this skill to analyze how a Laravel application is actually written and record its conventions as shared rules. Trigger when the user wants to detect, infer, document, or standardize project conventions or coding style, set up or grow `.ai/rules`, resolve mixed or conflicting patterns (e.g. "are we using Form Requests or inline validation?"), or onboard agents and teammates to "how we do things here". Covers: a systematic sweep of ~49 Laravel convention dimensions (validation, models, architecture, testing, frontend, database, console), open-ended house-pattern discovery, conflict reporting, and recording rules scoped to the right paths via the Boost `record-rule` MCP tool. Do not use for one-off code review, enforcing formatting a linter already handles, or editing `.ai/rules` files by hand.
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aptabase Skill PrdGenerate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out.
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nvk Bundle Wiki Manager 2Manage LLM-compiled wikis in OpenCode: ingest/import, shape/promote Ideas, review portfolios, track inventory/datasets, archive, compile/query/lint/audit, research/plan, manage sessions, private adapters, personal specialists, and outputs. Activates when the user mentions wiki workflows, knowledge-base management, ingestion, collection ingestion, import wiki, collect, catalog, curate, find all, idea, turn idea into project, portfolio, business ideas, projects, inventory, source queue, candidate list, watch list, backlog, dataset, large data, data registry, dataset manifest, compilation, querying, linting, audit, research, librarian, scan quality, article quality, content review, output drift, provenance, archive wiki, archive topic, restore wiki, private adapter, adapter registry, skill-factory, checkpoints, personal specialist, specialist skill, specialist reviewer, expert lens, adapter route, adapter doctor, adapter run, edit an external resource, session capture, capture context, rehydrate, resume from ses
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opentabs-dev Bundle Ralph 2Plan work and generate ralph task files for autonomous execution. Use when the user wants to plan tasks, create a prd, run ralph, or fix a batch of issues. Triggers on: ralph, create tasks, plan this, run ralph, prd.
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tyrchen Skill Impl 2Implement one phase of ./specs/91-impl-plan.md end-to-end with high quality bars (correctness, elegance, performance), then run an independent code review against the relevant specs and fix every valid finding before declaring done. Use whenever the user says "build phase N", "implement the next phase", "land M0/M1/M2/M3", "follow the impl plan", "ship phase X entirely", "based on @specs/91-impl-plan.md think ultra hard and build phase X", or asks for a phase-shaped slice of the spec set. Trigger even when the user does not say "impl" if they reference an impl plan / roadmap milestone and ask Claude to build it.
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tyrchen Skill Spec 2Turn a feature idea or rough requirement into a complete, dependency-ordered spec set under ./specs — PRD, component designs, glossary, security/perf/test cross-cuts, key-decisions log, stakeholder roadmap, and engineer-facing implementation plan — cross-referenced with prior-art memos in ./docs/research and vendored code in ./vendors. Use whenever the user says "write the spec", "design this", "let's plan X", "produce a PRD / impl plan / roadmap", "restructure the specs", "review and re-organise the design", "think ultra hard and split this into phases", or describes a non-trivial system that needs a written design before code. Trigger even when the user does not say "spec" if they ask for phased delivery, milestone exit criteria, or a build-order graph.
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dorgonman Skill Kano Agent Backlog Skill 2Local-first, multi-product backlog management with agent collaboration discipline.
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dorgonman Skill Kano Agent Backlog Skill 3Local-first, multi-product backlog management with agent collaboration discipline.
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zhitongblog Bundle Competitor Feedback 2Scan competing markdown editors' user feedback (GitHub issues/discussions/releases + closed-source forums) and synthesize themes cross-referenced against SoloMD's own gaps and roadmap. Surfaces unmet demand SoloMD could win on, and features competitors ship that SoloMD lacks. Supports a "subscribe" mode that reports only what's new since the last scan. Use when asked to "check competitor feedback", "what are users complaining about in Obsidian/Logseq/etc.", "competitor watch", or "subscribe to competitors' GitHub".
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aso-skill Bundle Aso Skill 2Query ASO Skill for current Apple App Store search rankings, autocomplete suggestions, keyword difficulty and popularity, app metadata, credit balances, and credit-pack discovery. Use for live App Store keyword or competitor research. Do not use for Android data, download or revenue estimates, historical rankings, or predictions.
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vincentk1991 Bundle Ontology Discovery 2Use this skill to teach an LLM how to discover, validate, and iteratively improve an ontology and SPARQL inference rules from unstructured text using a user-in-the-loop workflow and measurable quality gates.
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kimyx0207 Bundle Kim Decision 2Use when the user asks for KIM, Kim, laojin, 老金, 问问老金, 老金怎么看, asks for decision analysis, structured reasoning, product/business/content review, PRD, MVP, user path, growth, monetization, pricing, client delivery, revenue, cost, scope, strategy, retrospectives, or a concrete plan with pass conditions. Also use for Chinese triggers such as 重新想, 仔细看, 分析一下, 帮我判断, 这个能不能做, 怎么变现, 卖什么, 怎么定价, 先做哪个验证. Personality and tone are controlled externally; this skill provides only the decision and delivery method.
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https-deeplearning-ai Skill Feature Spec 2Kicks off a new AgentClinic feature by finding the next incomplete phase in specs/roadmap.md, creating a git branch, interviewing the user about scope/decisions/context, and writing a dated spec directory under specs/ containing plan.md, requirements.md, and validation.md. Trigger when the user says "feature spec", "next phase", "start the next feature", or invokes /feature-spec.
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awarexone Skill Bug Bounty 2Complete bug bounty workflow — recon (subdomain enumeration, asset discovery, fingerprinting, HackerOne scope, source code audit), pre-hunt learning (disclosed reports, tech stack research, mind maps, threat modeling), vulnerability hunting (IDOR, SSRF, XSS, auth bypass, CSRF, race conditions, SQLi, XXE, file upload, business logic, GraphQL, HTTP smuggling, cache poisoning, OAuth, timing side-channels, OIDC, SSTI, subdomain takeover, cloud misconfig, ATO chains, agentic AI), LLM/AI security testing (chatbot IDOR, prompt injection, indirect injection, ASCII smuggling, exfil channels, RCE via code tools, system prompt extraction, ASI01-ASI10), A-to-B bug chaining (IDOR→auth bypass, SSRF→cloud metadata, XSS→ATO, open redirect→OAuth theft, S3→bundle→secret→OAuth), bypass tables (SSRF IP bypass, open redirect bypass, file upload bypass), language-specific grep (JS prototype pollution, Python pickle, PHP type juggling, Go template.HTML, Ruby YAML.load, Rust unwrap), and reporting (7-Question Gate, 4 validation gate
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 contributor-scout, eks-operation-review, tweb-bugs. 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.