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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tomevault-io Bundle Implementation GuideGenerates detailed implementation guide with pseudo-code and step-by-step development instructions. Creates IMPLEMENTATION_GUIDE.md from PRD, Architecture, and UX specs. Use when creating development roadmap.
- tomevault-io Bundle Asc CLI Usage
Guidance for using asc cli in this repo (flags, output formats, pagination, auth, and discovery). Use when asked to run or design asc commands or interact with App Store Connect via the CLI. Use when this capability is needed.
- tomevault-io Bundle Github Roadmap Strategist
operationalizes GitHub Projects (V2) as a dynamic roadmap system. Defines field taxonomy, "Triage" protocols, and synchronizes Strategy (Roadmap) with Execution (Issues). Use when this capability is needed.
- tomevault-io Bundle Backend Latency Profiler Helper
Identifies API latency hotspots and bottlenecks with profiling tools, slow endpoint detection, suspected causes, and fix roadmap. Use for "latency profiling", "performance bottlenecks", "slow APIs", or "backend performance". Use when this capability is needed.
- tomevault-io Bundle Implementation Spec
Master orchestrator that generates all implementation specs (PRD, Architecture, UX, Implementation, Test, Release) from product plan. Use when generating complete specification package. Use when this capability is needed.
- tomevault-io Bundle Bio Machine Learning Model Validation
Implements nested cross-validation and stratified splits for unbiased model evaluation on biomedical datasets. Prevents data leakage and overfitting in biomarker discovery. Use when validating classifiers or optimizing hyperparameters on omics data. Use when this capability is needed.
- tomevault-io Bundle Resume Tailoring Skill
Generates high-quality, tailored resumes optimized for specific job descriptions while maintaining factual integrity. Builds resumes around the holistic person by surfacing undocumented experiences through conversational discovery.
- tomevault-io Bundle Opportunity Solution Trees
Use when asked to "opportunity solution tree", "OST", "Teresa Torres", "map customer opportunities to outcomes", "structure discovery around opportunities", or "compare solutions for a customer need". Helps product teams connect outcomes to customer opportunities and test solutions with Opportunity Solution Trees (created by Teresa Torres).
- tomevault-io Bundle Ctx Collector
Scan and aggregate task checkboxes from Speckit (.specify/) and context-planning (specs/) formats into a unified backlog.yaml, with automatic project context analysis and auto-update capabilities. Use when this capability is needed.
- tomevault-io Bundle Progressive Discovery
This skill should be used when the user asks to "implement info tool", "create discovery tool", "progressive disclosure", "help system", "enumerate MCP capabilities", "info tool pattern", or discusses how users discover what an MCP server can do. Provides the info tool pattern for progressive capability discovery. Use when this capability is needed.
- tomevault-io Bundle Bio Machine Learning Biomarker Discovery
Selects informative features for biomarker discovery using Boruta all-relevant selection, mRMR minimum redundancy, and LASSO regularization. Use when identifying biomarkers from high-dimensional omics data. Use when this capability is needed.
- tomevault-io Bundle Machine Learning For Omics
Workflow for predictive modeling, biomarker discovery, survival modeling, and explainability over omics-derived features. Use when this capability is needed.
- tomevault-io Bundle Scrum Master Agent
Comprehensive Scrum Master assistant for sprint planning, backlog grooming, retrospectives, capacity planning, and daily standups with intelligent context-aware reporting Use when this capability is needed.
- tomevault-io Bundle Deepgram Python Management API
Use when writing or reviewing Python code in this repo that calls Deepgram Management APIs - projects, API keys, members, invites, usage, billing, models, and reusable Voice Agent configurations. Covers `client.manage.v1.projects`, project-scoped resources under `client.manage.v1.projects.*` (keys, members, members.invites, usage, billing, models, requests), global `client.manage.v1.models`, think-model discovery at `client.agent.v1.settings.think.models`, and `client.voice_agent.configurations.*`. Use `deepgram-python-voice-agent` when you want to run an agent interactively, this skill to PERSIST/LIST agent configs. Triggers include "management API", "list projects", "API keys", "members", "usage stats", "billing", "list models", "agent configurations", "manage.v1".
- tomevault-io Bundle Product Idea Excavator
Use this Skill whenever the user wants to explore, sharpen, validate, or turn a product idea, startup idea, AI tool, SaaS, app, platform, internal tool, or feature concept into a high-quality PRD. 必须用于用户想挖掘产品想法、定义 MVP、梳理需求、判断技术落地、做产品经理式访谈或生成 PRD 的场景。It leads a multi-turn product discovery interview, asks the questions first, probes users, demand evidence, current workarounds, wedge, MVP, business model, technical stack, AI/model feasibility, risks, and automatically produces a PRD after the user confirms discovery is complete.
- tomevault-io Bundle Semanticscholar Skill
Use when searching academic papers, looking up citations, finding authors, or getting paper recommendations using the Semantic Scholar API. Triggers on queries about research papers, academic search, citation analysis, or literature discovery.
- tomevault-io Bundle Product Discovery Validation
Product Discovery & Validation enables systematic user research, prototype Use when this capability is needed.
- tomevault-io Bundle Skill Discovery And Chaining
Skill discovery and chaining is the process of finding appropriate skills Use when this capability is needed.
- tomevault-io Bundle Social Auth
Security control system for OAuth 2.0 and OpenID Connect social login. Enforces discovery, strict security invariants, and deterministic outputs before any code is written. Covers OAuth login, provider integration, auth code plus PKCE flow, token and session handling, account linking, multi provider auth, and framework adapters (Next.js, Express, Node). Triggers on login flows, callbacks, token exchange, refresh, cookies, and adapter setup. Use when this capability is needed.
- tomevault-io Bundle Flutter MCP Toolkit Custom Tools
Use this skill when the agent exposes app-specific surfaces by registering custom MCP tools and resources inside the Flutter app (mcp_toolkit dynamic registry — MCPCallEntry, bootstrapFlutter additionalEntries / addEntries). Covers tool vs resource vs evaluate-expression, Map-based handlers, schema strictness, discovery via fmt_list_client_tools_and_resources, fmt_client_tool, fmt_client_resource, and lifecycle pitfalls.
- tomevault-io Bundle Skills Management
Search, find, discover, install, remove, update, review, list, and move skills for AI coding agents. Use when user asks "find a skill for X", "search for a skill", "is there a skill for X", "install skill", "remove skill", "update skills", "list skills", "review skill quality", "move skill", "check for updates", or "how do I do X" where X might have an existing skill. This is THE tool for skill discovery and ecosystem search. Use when this capability is needed.
- tomevault-io Bundle Microservices Knowledge
Microservices Architecture knowledge base. Provides service decomposition, communication patterns, API gateway, service discovery, and data management guidelines for architecture audits and generation. Use when this capability is needed.
- tomevault-io Bundle Business UX Design Review
Review business goals, PRDs, business flows, user journeys, and UX/interaction designs for completeness, clarity, logical consistency, and alignment with user needs. Use when the user asks to review a business goal/design proposal, PRD, process flow, user journey, or interaction plan. Use when this capability is needed.
- tomevault-io Bundle Check Serena Learnings
Query Serena memories for relevant learnings before ANY significant work including bug investigation, feature implementation, API changes, or architecture decisions. Use when starting work to leverage existing knowledge and avoid repeating past mistakes. Use when this capability is needed.
- tomevault-io Bundle AI Hub MCP Server
Use when exposing IRIS logic to Claude Desktop or remote MCP clients through iris-mcp-server, %AI.MCP.Service, stdio or HTTP transport, TLS, discovery, namespacing, and two-layer authentication or RBAC.
- tomevault-io Bundle Flatfinderai Cyber Rube Goldberg Tui Rube Goldberg Tui Prd
Rube Goldberg TUI PRD Generator
- tomevault-io Bundle AWS Cloudformation Ecs
Provides AWS CloudFormation patterns for ECS clusters, task definitions, services, container definitions, auto scaling, blue/green deployments, CodeDeploy integration, ALB integration, service discovery, monitoring, logging, template structure, parameters, outputs, and cross-stack references. Use when creating ECS clusters with CloudFormation, configuring Fargate and EC2 launch types, implementing blue/green deployments, managing auto scaling, integrating with ALB and NLB, and implementing ECS best practices.
- tomevault-io Bundle Iblai Marketing Directory Submissions
When the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for backlinks, domain rating, and discovery. Also use when the user mentions "directory submissions," "submit to directories," "backlinks from directories," "list my product," "submit to Product Hunt," "BetaList," "TAAFT," "Futurepedia," "G2 listing," "Capterra listing," "AlternativeTo," "SaaSHub," "AI directories," "MCP registry," "agent directory," "dofollow backlinks," "launch directories," or "directory tracker." Use this whenever someone is planning the directory layer of a product launch or an ongoing backlink campaign. For the broader launch moment, see iblai-marketing-launch-strategy. For programmatic SEO pages that should live behind these backlinks, see iblai-marketing-programmatic-seo. For AI citation optimization, see iblai-marketing-ai-seo. Use when this capability is needed.
- tomevault-io Bundle Mattgierhart Prd Driven Context Engineering Ghm Id Register
ID Register
- tomevault-io Bundle Documentation Template Builder
Generate project documentation in ai-companions style — README, roadmap, GUIDE, SPEC, ADR, RUN, PRD (product requirements), PERSONA (user personas), RELEASE (release notes), STRATEGY (product strategy/vision), RESEARCH (competitive analysis), GTM (go-to-market/launch plan), REPORT (status report). Use when creating, writing, or updating any project docs. Produces complete markdown with status indicators (✅🟡📋), quick reference tables, and Related Documentation sections. In nova-agent projects, files live in docs/ with prefixes GUIDE-NNN, SPEC-NNN, ADR-NNN, RUN-NNN, PRD-NNN, PERSONA-NNN, RELEASE-NNN, STRATEGY-NNN, RESEARCH-NNN, GTM-NNN, REPORT-NNN. Use when this capability is needed.
- tomevault-io Bundle Krammedocsupdate Agents Md
This skill should be used when the user asks to "update AGENTS.md", "add to AGENTS.md", "maintain agent docs", or needs to add guidelines to agent instructions. Guides discovery of local skills and enforces structured, keyword-based documentation style. Use when this capability is needed.
- tomevault-io Bundle Alicloud Data Lake Dlf Next Test
Minimal smoke test for DlfNext skill. Validate metadata discovery and one read-only API call. Use when this capability is needed.
- tomevault-io Bundle Aod Define
Internal skill invoked by /aod.define to generate industry-standard PRD content using proven frameworks from Google, Amazon, and Intercom. Do NOT invoke directly — use /aod.define instead, which wraps this skill with Triad governance and sign-offs. Use when this capability is needed.
- tomevault-io Bundle Aod Status
On-demand backlog snapshot and lifecycle stage summary. Regenerates BACKLOG.md from GitHub Issues and displays item counts per stage. Use this skill when you need to check backlog status, view stage counts, regenerate BACKLOG.md, or get a lifecycle overview. Use when this capability is needed.
- tomevault-io Bundle Research Opportunity Investigator
Conduct systematic research and opportunity investigation for ACP protocol integration, collaboration, and enhancement opportunities. Use when the user wants to research external projects, protocols, or tools for potential collaboration; investigate gap-filling opportunities for IDE integrations; assess compatibility between ACP and external protocols; or identify opportunities for ACP adoption. Guides through discovery, analysis, validation, and RFC generation with mandatory gates and source grounding. Outputs include comprehensive summary documents, gap analyses, and formal RFC proposals. Use when this capability is needed.
- tomevault-io Bundle Pm Organization Scale Adaptive
Adjust planning depth and agent behavior based on PRD complexity level Use when this capability is needed.
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 implementation-guide, asc-cli-usage, github-roadmap-strategist. 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.