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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majiayu000 Bundle Bio Chipseq QcChIP-seq quality control metrics including FRiP (Fraction of Reads in Peaks), cross-correlation analysis (NSC/RSC), library complexity, and IDR (Irreproducibility Discovery Rate) for replicate concordance. Use to assess experiment quality before downstream analysis.
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majiayu000 Bundle GammaGenerate AI-powered presentations, documents, and social posts using Gamma.app API. Use when user asks to create a presentation, pitch deck, slide deck, document, or social media carousel. Triggers on requests like "create a presentation about X", "make a pitch deck", "generate slides", or "create a Gamma about X".
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majiayu000 Bundle Localsetup Agentic Umbrella QueueUmbrella/queue: only when queue or PRD in scope; named workflows; impact summary + user confirmation before big/destructive runs. Use when editing .agent/queue/**, .agent/**, PRD.md, *.prd.md or when user invokes a named umbrella workflow.
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majiayu000 Bundle Adr RoadmapGenerate phased implementation roadmaps from Architecture Decision Records
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majiayu000 Bundle Breakdown Feature PrdPrompt for creating Product Requirements Documents (PRDs) for new features, based on an Epic.
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majiayu000 Bundle Create Usercontext InstructionsCreate complete user-context instruction files using a structured discovery workflow and repository format rules.
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majiayu000 Bundle Plugin StructureThis skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.
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majiayu000 Bundle Write Executable PlanUse when you have a PRD or design spec and need a bite-sized, executable implementation plan that any agent can follow without re-deriving structure. Produces `docs/plans/YYYY-MM-DD-<feature>.md` with per-task Files block, complete code per step (no placeholders), and exact verification commands. Rejects "TBD", "TODO", "add error handling", "similar to Task N".
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majiayu000 Bundle Zinc DatabaseAccess ZINC (230M+ purchasable compounds). Search by ZINC ID/SMILES, similarity searches, 3D-ready structures for docking, analog discovery, for virtual screening and drug discovery.
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majiayu000 Bundle 031 Architecture Adr Functional RequirementsFacilitates conversational discovery to create Architectural Decision Records (ADRs) for functional requirements covering CLI, REST/HTTP APIs, or both. Use when the user wants to document command-line or HTTP service architecture, capture functional requirements, create ADRs for CLI or API projects, or design interfaces with documented decisions. This should trigger for requests such as Create ADR for functional requirements; Document functional requirements; Capture functional requirements; Generate functional requirements in an ADR. Part of cursor-rules-java project
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majiayu000 Bundle LearnedLog a learning, discovery, or decision to the vault with full context from the current conversation.
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majiayu000 Bundle Agent IntegratorUse this skill to create or update the root AGENTS.md file to register SynthesisFlow skills for AI agent discovery. Triggers include "register SynthesisFlow", "update AGENTS.md", "setup agent guide", or initializing a new project.
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majiayu000 Bundle Web2 ReconWeb2 recon pipeline — subdomain enumeration (subfinder, Chaos API, assetfinder), live host discovery (dnsx, httpx), URL crawling (katana, waybackurls, gau), directory fuzzing (ffuf), JS analysis (LinkFinder, SecretFinder), continuous monitoring (new subdomain alerts, JS change detection, GitHub commit watch). Use when starting recon on any web2 target or when asked about asset discovery, subdomain enum, or attack surface mapping.
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majiayu000 Bundle Sysadmin ToolboxTool discovery and shell one-liner reference for sysadmin, DevOps, and security tasks. AUTO-CONSULT when troubleshooting network issues, debugging processes, analyzing logs, working with SSL/TLS, managing DNS, testing HTTP endpoints, auditing security, or writing shell scripts.
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majiayu000 Bundle Okta AttackOkta-as-IdP red-team attack chain — tenant discovery, user enumeration (multiple vectors), authentication flow analysis (factors enumeration, push-notification fatigue, SMS bypass), password spray with lockout discipline, Okta-specific phishing primitives (kits, FastPass abuse, OIDC redirect_uri tampering), MFA enumeration, post-compromise admin API surface. Many enterprise orgs use Okta instead of (or alongside) Entra ID. Distinct endpoints, distinct rate-limiting, distinct factor flows. Use when recon shows `<tenant>.okta.com`, `<tenant>.okta-emea.com`, `<tenant>.oktapreview.com`, or autodiscover-style records pointing at Okta IdP.
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majiayu000 Bundle Approval WorkflowMulti-stakeholder approval routing with status tracking and escalation. Use when relevant to the task.
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majiayu000 Bundle Voice AgentsElevenLabs voice agent creation for client discovery and feedback calls. Use this skill when creating AI voice agents, setting up discovery call agents, or configuring automated phone conversations. Triggers on voice agent creation, ElevenLabs agent setup, or automated call agent requests.
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majiayu000 Bundle Hugging ScienceUse when the user is doing AI/ML work in a scientific domain such as biology, chemistry, physics, astronomy, climate, genomics, materials, medicine, ecology, energy, engineering, math, drug discovery, protein design, weather modeling, theorem proving, single-cell, or PDE solving. Hugging Science is a curated catalog of scientific datasets, models, blog posts, and interactive Spaces. This skill helps discover and use resources via `datasets`, `transformers`, the HF Inference API, `gradio_client`, and methodology citations.
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majiayu000 Bundle Create SiteCreates a new Power Pages code site (SPA) using React, Angular, Vue, or Astro. Guides through the full process from initial concept to deployed site: requirements discovery, scaffolding, component planning, design, implementation, validation, and deployment. Use when the user wants to create, build, or scaffold a new Power Pages website or portal.
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majiayu000 Bundle 032 Architecture Adr Non Functional RequirementsFacilitates conversational discovery to create Architectural Decision Records (ADRs) for non-functional requirements using the ISO/IEC 25010:2023 quality model. Use when the user wants to document quality attributes, NFR decisions, security/performance/scalability architecture, or design systems with measurable quality criteria. This should trigger for requests such as Create ADR for Non-functional requirements; Document Non-functional requirements; Capture Non-functional requirements; Generate Non-functional requirements in an ADR. Part of cursor-rules-java project
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majiayu000 Bundle Tools Loop Efficiency Deterministic ExtractionScout new skill-efficiency opportunities, register them in docs/plans/startup-loop-token-efficiency-v2/deterministic-extraction-analysis.md, recompute true ROI/payback, and auto-implement every item in Implement now and Backlog via an execution queue.
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majiayu000 Bundle 020 Architecture Functional Requirements CLIFacilitates conversational discovery to create Architectural Decision Records (ADRs) for CLI development. Use when the user wants to document CLI architecture, capture functional requirements for a command-line tool, create ADRs for CLI projects, or design CLI applications with documented decisions. Part of the skills-for-java project
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majiayu000 Bundle 030 Architecture Non Functional RequirementsFacilitates conversational discovery to create Architectural Decision Records (ADRs) for non-functional requirements using the ISO/IEC 25010:2023 quality model. Use when the user wants to document quality attributes, NFR decisions, security/performance/scalability architecture, or design systems with measurable quality criteria. Part of the skills-for-java project
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majiayu000 Bundle SEO PlanBuild SEO strategy and roadmap. Use when: planning site architecture, content strategy, or phased implementation.
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majiayu000 Bundle Agile ScrumUse this skill when working with Agile and Scrum methodologies - sprint planning, retrospectives, velocity tracking, Kanban boards, story point estimation, backlog grooming, or team workflow optimization. Triggers on any task involving sprint ceremonies, agile metrics, user story writing, capacity planning, or continuous improvement processes.
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majiayu000 Bundle Agent Ops Potential DiscoveryAnalyze incoming content (text, files, folders, URLs) to extract purpose, create summaries, and identify potential value for the current project.
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majiayu000 Bundle 021 Architecture Functional Requirements RESTFacilitates conversational discovery to create Architectural Decision Records (ADRs) for REST API development. Use when the user wants to document REST API architecture, capture functional requirements for APIs, create ADRs for REST/HTTP services, or design APIs with documented decisions. Part of the skills-for-java project
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majiayu000 Bundle OpportunityiqIntelligent revenue opportunity discovery system for financial advisors. Extracts structured revenue scenarios from publications and matches them to client books of business to identify high-value opportunities. Use when analyzing industry articles to discover new scenarios, or when scanning client data to find revenue opportunities and generate Top 25 opportunity reports.
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majiayu000 Bundle Weekly Stakeholder Report Template GeneratorThis prompt instructs the AI to act as a business communications specialist and produce a reusable, executive-friendly weekly project status report email template in markdown. It uses provided project and recipient details to pre-fill the subject, greeting, and closing, and outputs a clearly structured, scannable report body with labeled sections (progress, achievements, blockers, upcoming priorities, metrics, and notes) containing bracketed placeholders so the template can be quickly completed and reused each week.
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majiayu000 Bundle 033 Architecture Adr Non Functional RequirementsFacilitates conversational discovery to create Architectural Decision Records (ADRs) for non-functional requirements using the ISO/IEC 25010:2023 quality model. Use when the user wants to document quality attributes, NFR decisions, security/performance/scalability architecture, or design systems with measurable quality criteria. Part of the skills-for-java project
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majiayu000 Bundle Domain AssessmentDomain reconnaissance coordinator that orchestrates subdomain discovery and port scanning to build comprehensive domain attack surface inventory
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majiayu000 Bundle 031 Architecture Adr Functional Requirements CLIFacilitates conversational discovery to create Architectural Decision Records (ADRs) for CLI development. Use when the user wants to document CLI architecture, capture functional requirements for a command-line tool, create ADRs for CLI projects, or design CLI applications with documented decisions. Part of the skills-for-java project
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majiayu000 Bundle Aspire ConfigurationConfigure Aspire AppHost to emit explicit app config via environment variables; keep app code free of Aspire clients and service discovery.
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majiayu000 Bundle Idea DiscoveryWorkflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review → research-refine-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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majiayu000 Bundle 032 Architecture Adr Functional Requirements RESTFacilitates conversational discovery to create Architectural Decision Records (ADRs) for REST API development. Use when the user wants to document REST API architecture, capture functional requirements for APIs, create ADRs for REST/HTTP services, or design APIs with documented decisions. Part of the skills-for-java project
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majiayu000 Bundle Personalized Study Plan Achieve Any GoalThis prompt asks the AI to generate a structured, stage-by-stage study plan tailored to your career, current proficiency, desired goal, and target timeframe, aligned with your academic major and interests. The result is a detailed roadmap with clear objectives per stage, specific daily activities for each relevant skill/aspect (with an estimated hourly schedule), and curated learning resources (books/apps/videos), plus practice tasks and exercises that incorporate topics from your major to keep the learning applied and goal-focused.
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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 bio-chipseq-qc, gamma, localsetup-agentic-umbrella-queue. 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.