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.
-
gabrielmoreira Skill Semantic Codebase IntelligenceDeep structural analysis of a codebase—dependency mapping, architecture boundary detection, coupling/cohesion scoring, and dead code discovery. Use when asked to "analyze codebase structure", "map dependencies", "find dead code", "architecture analysis", "coupling analysis", "trace dependencies", or "understand this system". Produces a Context Map with actionable insights.
17 -
gabrielmoreira Skill Basic Discovery Translational Opportunity FinderFinds translational opportunities that connect basic-research discoveries to clinically meaningful use cases such as diagnosis, stratification, prognosis, treatment response prediction, monitoring, or therapeutic development. Use this skill when a user wants to turn a mechanism finding, pathway signal, cellular phenotype, experimental observation, or omics discovery into a stronger translational research direction. Always separate mechanistic relevance from translational usability, and never present a basic finding as clinically actionable unless the evidence supports that level.
17 -
gabrielmoreira Skill Import Infrastructure As CodeImport existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM). Use when asked to reverse-engineer live Azure infrastructure, generate Infrastructure as Code from existing subscriptions/resource groups/resource IDs, map dependencies, derive exact import addresses from downloaded module source, prevent configuration drift, and produce AVM-based Terraform files ready for validation and planning across any Azure resource type.
17 -
gabrielmoreira Skill Conventional Non Oncology Hub Gene Research PlannerGenerates complete conventional non-oncology bioinformatics research designs from a user-provided disease context, process-related gene family or biological theme, and validation direction. Use when a study centers on multi-dataset bulk transcriptome integration, DEG analysis, process-gene intersection, enrichment analysis, GSEA, PPI hub-gene prioritization, TF/miRNA regulatory networks, ROC-based biomarker evaluation, and immune infiltration analysis. Covers five study patterns (process-DEG discovery, enrichment/GSEA interpretation, hub-gene prioritization, regulatory-network and immune interpretation, multi-layer public validation) and always outputs Lite / Standard / Advanced / Publication+ with a recommended primary plan, stepwise workflow, figure plan, validation hierarchy, minimal executable version, publication upgrade path, and strictly verified literature retrieval.
17 -
gabrielmoreira Skill Comorbidity Common Immune Biomarker Research PlannerGenerates complete comorbidity-oriented shared-biomarker bioinformatics research designs from a user-provided disease pair and validation direction. Use when a study links two clinically related diseases through shared DEGs, enrichment, PPI hub genes, machine-learning feature selection, public diagnostic validation, gene-regulatory networks, immune infiltration, and optional downstream follow-up. Covers five study patterns (shared-DEG discovery, hub-gene prioritization, machine-learning biomarker selection, immune/regulatory interpretation, multi-layer validation) and always outputs Lite / Standard / Advanced / Publication+ with a recommended primary plan, stepwise workflow, figure plan, validation hierarchy, minimal executable version, publication upgrade path, and strictly verified literature retrieval.
17 -
gabrielmoreira Skill Cross Disease Shared Biomarker Network Research PlannerGenerates complete cross-disease shared-biomarker bioinformatics research designs from a user-provided disease pair and validation direction. Always use this skill whenever a user wants to design, plan, or build a multi-dataset study linking two related diseases through shared DEGs, enrichment, PPI hub genes, public validation, regulatory-network analysis, immune infiltration, drug-gene interaction screening, and optional qRT-PCR or cell-line validation. Covers five study patterns (shared-DEG discovery, hub-gene prioritization, regulatory-network interpretation, immune/drug follow-up, bioinformatics-plus-validation) and always outputs four workload configs (Lite / Standard / Advanced / Publication+) with recommended primary plan, step-by-step workflow, figure plan, validation strategy, minimal executable version, publication upgrade path, and a strictly verified reference literature retrieval layer with real references only.
17 -
gabrielmoreira Skill Tumor Immune Infiltration Diagnostic Ml Research PlannerGenerates complete tumor immune-infiltration-guided bulk-transcriptome diagnostic biomarker and machine-learning research designs from a user-provided cancer type and study direction. Always use this skill whenever a user wants to design, plan, or build a tumor bioinformatics study centered on differential expression, immune infiltration estimation, immune-linked module discovery, consensus feature selection, diagnostic modeling, nomogram construction, clinical association, and optional prognostic extension or validation. Covers five study patterns (immune-cell-first diagnostic workflow, immune-module-to-biomarker workflow, consensus-ML biomarker workflow, diagnostic-plus-prognostic hybrid workflow, translational validation workflow) and always outputs four workload configs (Lite / Standard / Advanced / Publication+) with recommended primary plan, step-by-step workflow, figure plan, validation strategy, minimal executable version, publication upgrade path, reference literature pack, and self-critical risk rev
17 -
gabrielmoreira Skill Process Related Diagnostic Biomarker Nomogram Research PlannGenerates complete process-related diagnostic biomarker bioinformatics research designs from a user-provided disease context, gene-family or pathway theme, and validation direction. Use when a study centers on process-related genes, DEG and WGCNA integration, machine-learning feature selection, nomogram-based diagnostic modeling, immune infiltration, regulatory-network analysis, and optional external or experimental validation. Covers five study patterns (process-DEG discovery, co-expression-module integration, machine-learning biomarker selection, diagnostic model/nomogram workflow, immune-regulatory interpretation and validation) and always outputs Lite / Standard / Advanced / Publication+ with a recommended primary plan, stepwise workflow, figure plan, validation hierarchy, minimal executable version, publication upgrade path, and strictly verified literature retrieval.
17 -
gabrielmoreira Skill Skill Catalog BuilderBuild a bounded Agent Skill catalog across explicit discovery scopes and report collisions before loading instruction bodies.
17 -
majiayu000 Bundle Eptr2 API DiscoveryThis skill helps you discover and explore the 213+ API endpoints available in eptr2 for Turkish electricity market data. Use this when you need to find the right endpoint for your data needs.
567 -
majiayu000 Bundle Customise WorkflowCustomise the prd-taskmaster plugin workflow via curated brainstorm questions. The AI asks, the user answers in plain English, and the skill writes their preferences to .atlas-ai/config/atlas.json. Future runs of prd-taskmaster read that file and apply user preferences to phase gates, validation strictness, default provider, preferred execution mode, and template choice. For deeper tweaks beyond the curated questions, users can hand-edit files in .atlas-ai/customizations/. Use when the user says "customise workflow", "customize workflow", "adjust my PRD settings", "tune the skill", or wants to change how prd-taskmaster behaves.
567 -
majiayu000 Bundle Automating BrowserControls Chrome browser: takes screenshots, clicks buttons, fills forms, downloads images, inspects pages, captures network requests, checks console errors, debugs API issues. Use when: 'screenshot', 'click', 'fill form', 'download image', 'check browser', 'look at screen', 'capture page', 'check for errors', 'debug network', 'API failing', 'console errors'. Provides MCP tool discovery for 70 tabz_* browser automation tools.
567 -
majiayu000 Bundle Automating KeynoteAutomates Apple Keynote using JXA with AppleScript dictionary discovery. Use when asked to "create Keynote presentations", "automate slide decks", "JXA Keynote scripting", or "generate presentations programmatically". Covers document lifecycle, slides, text, shapes, images, tables, charts, transitions, and UI scripting fallback.
567 -
majiayu000 Bundle Automating NumbersAutomates Apple Numbers via JXA with AppleScript dictionary discovery. Use when asked to "automate Numbers spreadsheets", "create spreadsheets programmatically", "JXA Numbers scripting", or "bulk data operations in Numbers". Focuses on sheets, tables, ranges, batch I/O, clipboard shim, and high-performance data workflows.
567 -
majiayu000 Bundle AWS Sso Auth GuideAWS SSO discovery, configuration, and terminal usage
567 -
majiayu000 Bundle Edit Backlog ItemUse this skill when creating or editing issues on Github or when asked to write user-stories or record bugs.
567 -
majiayu000 Bundle Bknd API DiscoveryUse when exploring Bknd's auto-generated API endpoints. Covers REST endpoint patterns, route listing, module base paths, SDK method mapping, admin panel API explorer, and understanding the API structure.
567 -
majiayu000 Bundle Blueprint ResearchResearch phase for blueprint workflow - toolbox resolution, lessons discovery, and parallel research agents
567 -
majiayu000 Bundle Brand World DesignComplete Brand World Design methodology for developing comprehensive brand strategy. Use when users need brand positioning, purpose discovery, audience definition, creative strategy, or want to create a Brand World Document. Includes FOR/ONLY/BECAUSE framework, PITS (Problem-Insight-Truth-Solution), and Seven Chambers journey structure.
567 -
majiayu000 Bundle Content StrategistDefines editorial priorities for AndesRC blog. Maps topics to funnel stages (TOFU/MOFU/BOFU), identifies pillar vs. satellite content, and ensures alignment with the 4 content pillars. Use when starting a new content cycle or prioritizing the backlog.
567 -
majiayu000 Bundle Curriculum PlannerGenerates sequences of high-leverage tasks that increase understanding and improve the code. Use when: - "what should I work on next?" - suggests prioritized tasks - "create a plan for this repo" - generates a curriculum - "what's the roadmap?" - shows curriculum overview - "help me onboard to this codebase" - creates learning tasks - "plan a refactor" - structures improvement work - "prioritize these features" - organizes work into tracks - "make an onboarding plan" - creates a learning path - "create a learning path for this repo" - sequences learning tasks - "roadmap this refactor" - plans improvement work - "write the curriculum to disk" - persists plan artifacts
567 -
majiayu000 Bundle Customer DiscoveryFind where potential customers discuss problems online and extract their language patterns. Provides starting points for community research, not exhaustive coverage.
567 -
majiayu000 Bundle Dag Skill RegistryCentral catalog of available skills with metadata, capabilities, and performance history. Provides skill discovery and lookup services. Activate on 'skill registry', 'list skills', 'skill catalog', 'available skills', 'skill metadata'. NOT for matching skills to tasks (use dag-semantic-matcher) or ranking (use dag-capability-ranker).
567 -
majiayu000 Bundle Developer WorkflowComplete Developer workflow orchestration - task research sequence, implementation flow, validation gates, PRD synchronization, exit conditions.
567 -
majiayu000 Bundle Ecosystem PatternsUse this when creating new projects, generating documentation, cleaning/organizing a repo, suggesting architecture, deploying containers and services, naming files/folders, or when the user references 'ecosystem', 'patterns', or 'containers'. This skill outlines naming conventions, stack preferences, project organization (iMi worktrees), Docker patterns, and PRD structures from past conversations.
567 -
majiayu000 Bundle Ext Outline PluginOutline extension skill for plugin development domain - discovery, analysis, deliverable creation
567 -
majiayu000 Bundle Faion CommunicatorCommunication: stakeholder dialogue, Mom Test, conflict resolution, feedback, storytelling.
567 -
majiayu000 Bundle Fullstack Workflow풀스택 워크플로우를 시작합니다. 계획 수립(prd.md + task.md) -> Agent 분담 실행 -> 코드 리뷰 -> 완료 순서로 체계적인 개발을 진행합니다. "풀스택 워크플로우", "/fullstack-workflow", "풀스택으로" 등의 명령으로 활성화됩니다.
567 -
majiayu000 Bundle Github Repo HunterAutonomous GitHub repository discovery and integration agent that hunts relevant open-source projects for BidDeed.AI (foreclosure auctions) and Life OS (productivity/ADHD). Searches GitHub for repos matching domain keywords, evaluates relevance via README/tech stack analysis, auto-adds as submodules or archives to target repos, and alerts Ariel with actionable summaries. Use when (1) User requests "find relevant GitHub repos", (2) Exploring new integrations for BidDeed.AI workflows, (3) Discovering productivity tools for Life OS, (4) Keeping repositories updated with latest open-source innovations.
567 -
majiayu000 Bundle Java API DiscoveryDiscover Java API signatures from compiled JARs using javap instead of guessing or relying on incomplete documentation. Use when encountering unknown methods, pagination patterns, union types, or compilation errors from incorrect API assumptions.
567 -
majiayu000 Bundle Isomorphic HunterCross-domain isomorphic pattern forge. Dokkado Five Rings x meta-pattern 3+ domain validation, with arxiv evidence hunting and smithery tool discovery. RSI-refined. Finds what's ACTUALLY universal.
567 -
majiayu000 Bundle Literature MatrixSystematic research idea discovery through paper combination matrix. Use when finding research ideas, evaluating paper combinations, building unified theoretical frameworks, or generating code skeletons from combined methods.
567 -
majiayu000 Bundle Parallel ResearchAI-powered deep research using Parallel AI APIs for chat, research reports, entity discovery, and data enrichment. Use this skill when doing web research, competitive analysis, market research, generating research reports, finding companies matching criteria, or enriching existing data. Triggers on research requests, competitive intelligence, finding companies, or data enrichment tasks.
567 -
majiayu000 Bundle Business Analysis SkillPatterns for requirements elicitation, BRDs, process analysis, and stakeholder alignment.
567 -
majiayu000 Bundle Change Management SkillPatterns for organizational change, ADKAR methodology, stakeholder engagement, and adoption strategies.
567 -
majiayu000 Bundle Stakeholder UpdateCreate concise executive stakeholder updates using the BLUF (Bottom Line Up Front) framework. Use when asked to write a status update, progress report, project communication, or executive briefing for leadership or stakeholders. Produces a BLUF-led update with status, key metrics, risks, upcoming milestones, and decisions needed — readable in under 2 minutes.
567
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 process-related-diagnostic-biomarker-nomogram-research-planner, semantic-codebase-intelligence, basic-discovery-translational-opportunity-finder. 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.