Product & Planning

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Search philosophy literature across SEP, IEP, PhilPapers, Semantic Scholar, OpenAlex, CORE, arXiv, and NDPR. Supports paper discovery, citation traversal, content enrichment, and recommendations. Verifies citations via CrossRef. Use when this capability is needed.

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SEO and AI discovery (GEO) - schema, ChatGPT/Perplexity optimization Use when this capability is needed.

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Detects circadian and ultradian rhythms in time-series omics data using CosinorPy cosinor models, MetaCycle (JTK_CYCLE, ARSER), and RAIN non-parametric tests. Fits cosine models to estimate phase and amplitude, tests rhythmicity significance at pre-specified periods. Use when testing for 24-hour or other known-period oscillations in circadian, feeding-fasting, or light-dark cycle experiments. Not for unknown-period discovery (see temporal-genomics/periodicity-detection). Use when this capability is needed.

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Use when planning, running, or summarizing discovery calls to uncover pain, timeline, and authority.

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Use to coordinate approvals, communications, and accountability across Use when this capability is needed.

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Searches and recommends Claude Code skills and plugins from local database and SkillsMP API. Activates when user asks to find skills, search plugins, get recommendations for PDF/Git/code-review/frontend tools, or requests feature-based tool discovery. Use when this capability is needed.

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Discovery phase for /assist:health-check command - finds components for health analysis Use when this capability is needed.

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Discovery phase for /assist:verify command - finds all components to validate Use when this capability is needed.

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Cucumber/Gherkin BDD best practices guidance and Gherkin review. Use when user writes Gherkin scenarios, asks to review .feature files, needs help with Discovery Workshops, Example Mapping, or asks about BDD best practices", "how to write good Gherkin", "declarative vs imperative", scenario design", "Given-When-Then", or converts traditional tests to BDD. Do NOT use for Playwright-specific test execution analysis or flaky test detection (use playwright-bdd-analyzer instead). Use when this capability is needed.

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PRD Generator

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Use this skill when working with scientific research tools and workflows across bioinformatics, cheminformatics, genomics, structural biology, proteomics, and drug discovery. This skill provides access to 600+ scientific tools including machine learning models, datasets, APIs, and analysis packages. Use when searching for scientific tools, executing computational biology workflows, composing multi-step research pipelines, accessing databases like OpenTargets/PubChem/UniProt/PDB/ChEMBL, performing tool discovery for research tasks, or integrating scientific computational resources into LLM workflows.

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PRD writing and product definition expert. Use when writing PRDs, user stories, acceptance criteria, or prioritizing features. Covers RICE/MoSCoW frameworks, agile requirements, and specification best practices. Use when this capability is needed.

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Use this skill for early-stage project planning. It leverages the Gemini CLI to generate high-quality first drafts of Product Briefs, Research Documents, and full PRDs, guiding users from idea to validated requirements. Triggers include "create PRD", "product brief", or "validate requirements".

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Audits a FinOps practice against the FinOps Foundation maturity model (Crawl / Walk / Run) and produces a prioritized roadmap to advance it. Use when this capability is needed.

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Convert a software feature plan into a structured JSON task list. Use when the user wants to transform a project plan or PRD into implementable tasks, break down a feature into actionable steps, or generate a prd.json file from a plan document. Triggers include "convert plan to tasks", "create tasks from plan", "generate task list", "break down this plan", or providing a path to a plan file in .agent/projects/. Use when this capability is needed.

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Run continuous discovery to find problems worth solving. Use when setting up weekly discovery rhythm, building Opportunity Solution Trees, creating interview snapshots, exploring solutions, or testing assumptions before committing engineering resources. Part of the Modern Product Operating Model collection. Use when this capability is needed.

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Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NMR data, m/z searches, study metadata, for metabolomics and biomarker discovery. Use when this capability is needed.

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Expert project manager orchestrating backlog-curator, work-delegator, workstream-coordinator, and roadmap-strategist sub-skills. Coordinates complex software projects through delegation and strategic oversight. Activates when managing projects, coordinating work, or tracking overall progress. Use when this capability is needed.

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Multi-Platform Content Discovery for AI Agents Use when this capability is needed.

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This 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", "add lspServers", "configure auto-discovery", "headless mode", "CI mode", "plugin in CI", "github actions", "plugin caching", "plugin CLI", "install plugin", "installation scope", "auto-update", "validate plugin", "plugin validate", "debug plugin", "output styles", "outputStyles", "custom output format", "response formatting", "--verbose", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices. Use when this capability is needed.

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Triage and create OpenScribe roadmap issues by checking code coverage and duplicates, drafting clear acceptance criteria, collecting Stefan approval, creating issues, and verifying creation. Use when this capability is needed.

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eptr2 API Discovery Guide

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Implement Roadmap Version

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Backlog.md Technical Project Manager

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This skill should be used when the user asks to adopt a product manager role, manage a product team, orchestrate subagents for software development, run TDD workflows with red-team/blue-team validation, manage requirements (PRD.md, RTM.md, TODO.md), conduct sprint planning or retrospectives, or coordinate parallel task execution across SWE, researcher, and security agents. Use when this capability is needed.

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Manage development work using Jira tickets as the single source of truth. Use this skill when users want to (1) list their Jira tickets/work backlog, (2) create new Jira tickets/work items, (3) assign tickets to team members, (4) add labels to tickets, or (5) "do work" by implementing a Jira ticket—which involves creating a feature branch, implementing the changes, committing with ticket references, and updating the Jira ticket with progress. Triggers on phrases like "list my work", "show my tickets", "create a ticket", "add work", "assign PROJ-123 to", "add label", "do work", "work on PROJ-123", or "implement ticket". Use when this capability is needed.

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General AWS management in VS Code using awsflow extension. Covers AWS connectivity, session management, profiles, regions, endpoints, file operations, testing connections, safety model, cross-service discovery, and extension capabilities. Use when this capability is needed.

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PRD Writing Guide

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Expert guidance for Backlog.md CLI project management tool including task creation, editing, status management, acceptance criteria, search, and board visualization. Use this when managing project tasks, creating task lists, updating task status, or organizing project work. Use when this capability is needed.

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DevStart: PRD-Driven Project Scaffolding

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Complete PM Coordinator workflow - task assignment, project orchestration, PRD management, worker coordination. Use proactively when starting PM agent work. Use when this capability is needed.

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Review open issues, selecting an issue to work on, filtering issues by area, pulling GitHub issues, or deciding what to work on next. Triggers include "check issues", "list issues", "what issues", "open issues", "show issues", "view issues", "select issue to work on", "github issues", "backlog issues", "pull issues", "check todos" (deprecated), "list todos" (deprecated), "pending todos" (deprecated). Use when this capability is needed.

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Use when working with a skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.

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Write structured product requirements documents (PRDs) with problem statements, user stories, requirements, and success metrics. Use when speccing a new feature, writing a PRD, defining acceptance criteria, prioritizing requirements, or documenting product decisions. Use when this capability is needed.

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Use when organizing PRDs, tracking requirements, managing product specs, updating PRD status, archiving completed docs, or setting up PRD structure. Auto-applies naming conventions and lifecycle management.

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Orchestrate feature implementation through planning, agent delegation, and user checkpoints. Use when starting work on a Jira ticket or implementing a feature with structured review gates. Triggers on "implement feature", "work on ticket", "orchestrate", or ticket IDs like PROJ-12345. CRITICAL - This skill coordinates agents, it does NOT implement directly. Use when this capability is needed.