Product & Planning

majiayu000 Bundle

Query ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for medicinal chemistry.

majiayu000 Bundle

Generate 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.

majiayu000 Bundle

Manage project tasks using kanban-md, a file-based kanban board CLI. Use when the user mentions tasks, kanban, board, backlog, sprint, project management, work items, priorities, blockers, or wants to track, create, list, move, edit, or delete tasks. Also use for standup, status update, sprint planning, triage, or project metrics.

majiayu000 Bundle

Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways, chemical structures, and pharmacology data. This skill should be used when working with pharmaceutical data, drug discovery research, pharmacology studies, drug-drug interaction analysis, target identification, chemical similarity searches, ADMET predictions, or any task requiring detailed drug and drug target information from DrugBank.

majiayu000 Bundle

World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering, model evaluation, and stakeholder communication. Use when designing experiments, building predictive models, performing causal analysis, or driving data-driven decisions.

majiayu000 Bundle

Use when you need to manage project embeddings - embed skills, agents, commands, and MCP tools for semantic discovery. Handles rate limiting, incremental updates, and status reporting. Do NOT use if you just want to search for content - use the semantic router directly instead.

majiayu000 Bundle

Create a Product Requirements Document (PRD) for your MVP. Use when the user wants to define product requirements, create a PRD, or says "help me write requirements", "create PRD", or "define my product".

majiayu000 Bundle

Creates AI agent task management structure with feature backlog (ai/tasks/), TDD enforcement, and progress tracking. Use when setting up agent-foreman, initializing feature-driven development, creating task backlog, or enabling TDD mode. Triggers on 'init harness', 'setup feature tracking', 'create feature backlog', 'enable strict TDD', 'initialize agent-foreman'.

majiayu000 Bundle

Specialized literature review skill with review discovery, deep targeted research (15-30 papers per section), recency surveys, and convergence tracking for comprehensive literature reviews

majiayu000 Bundle

Create Product Requirements Documents (PRD) following SDD methodology - Layer 2 artifact defining product features and user needs

majiayu000 Bundle

Initialize complete governance framework in a project - creates constitution, roadmap, directory READMEs, and issue/spec templates with guided setup process

majiayu000 Bundle

Aico Pm Prd Writing

majiayu000 Bundle

Save PRD artifacts to epic directory after approval. Creates docs/epics/in-progress/{prefix}-{name}/ with prd.md, user-stories/, execution-plan.md, innovations-selected.md, and architecture-notes.md. Use when persisting approved PRD from /architect command.

majiayu000 Bundle

Extension API for domain bundle discovery, module detection, and canonical command generation

majiayu000 Bundle

Use when encountering a bug - complete workflow from discovery through debugging, bd issue, test-driven fix, verification, and closure

majiayu000 Bundle

Build a Vineyard showcase page for any Grove property using @autumnsgrove/lattice/vineyard components. Vineyard is the consistent /vineyard route where each tool demos its features, documents its API, and shows its roadmap. Use when creating or updating a property's vineyard page.

majiayu000 Bundle

Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Includes strategy analyzer, financial scenario modeling, board governance frameworks, and investor relations playbooks.

majiayu000 Bundle

Guide for creating Product Requirements Documents (PRDs) following Nimble's standard. Use when creating new PRDs, defining requirements, documenting features, or planning product releases. Covers structure, AI-friendly formatting, requirement IDs, and all PRD sections.

majiayu000 Bundle

Manage MCP servers - discover, analyze, execute tools/prompts/resources. Use for MCP integrations, intelligent tool selection, multi-server management, context-efficient capability discovery.

majiayu000 Bundle

Manage Model Context Protocol (MCP) servers - discover, analyze, and execute tools/prompts/resources from configured MCP servers. Use when working with MCP integrations, need to discover available MCP capabilities, filter MCP tools for specific tasks, execute MCP tools programmatically, access MCP prompts/resources, or implement MCP client functionality. Supports intelligent tool selection, multi-server management, and context-efficient capability discovery.

majiayu000 Bundle

Comprehensive guidance for writing user stories following Nimble's product development standards. Use when creating product requirements, organizing backlogs, writing user stories, documenting bugs, or creating chores for digital product development at Nimble. Covers backlog organization (modules, features, labels), user story types (features, bugs, chores), story templates, naming conventions, and estimation guidelines.

majiayu000 Bundle

Smart PRD generator with TaskMaster integration. Detects existing PRDs and offers execute/update/replace options. Generates comprehensive technical PRDs optimized for task breakdown, validates with 13 automated checks, and optionally executes tasks autonomously with datetime tracking and rollback support. Use when user requests "PRD", "product requirements", or mentions task-driven development. Defaults to PRD generation with handoff to TaskMaster. Optionally supports autonomous execution with 4 modes.

majiayu000 Bundle

Decompose PRDs and Tech Specs into parallel-executable tasks with contracts, prompts, and dependency graphs. Use when breaking down a PRD for multi-agent execution.

majiayu000 Bundle

Initialize and manage specification directories with auto-incrementing IDs. Use when creating new specs, checking spec status, tracking user decisions, or managing the docs/specs/ directory structure. Maintains README.md in each spec to record decisions (e.g., PRD skipped), context, and progress. Orchestrates the specification workflow across PRD, SDD, and PLAN phases.

majiayu000 Bundle

Super Ralph Wiggum - autonomous iteration loops with templates, PRD support, progress tracking, and browser testing. This skill should be used when running Claude Code in autonomous loops for test coverage improvement, PRD-based feature development, documentation generation, dataset creation, lint fixing, code cleanup, or framework migrations. Combines the plugin's in-session loop mechanism with specialized templates and best practices from Geoffrey Huntley, Ryan Carson, and AI Hero.

majiayu000 Bundle

Analyzes existing brownfield projects to map documentation to SpecWeave's structure (PRD/HLD/Spec/Runbook). Use when migrating existing projects to SpecWeave, scanning legacy docs, or creating project context maps. Detects external tools (JIRA, ADO, GitHub) and supports incremental or comprehensive migration paths.

majiayu000 Bundle

Guidelines for integrating Convex real-time database into the RFP Discovery application

majiayu000 Bundle

Manage MCP servers - discover, analyze, execute tools/prompts/resources. Use for MCP integrations, intelligent tool selection, multi-server management, context-efficient capability discovery.

majiayu000 Bundle

Facilitates 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

majiayu000 Bundle

Use when the user asks to "track rankings" or "查排名"; measures keyword and SERP-position deltas over time from provided exports or connected tools, including AI-response checks. Not for multi-metric stakeholder reports or setting alerts — use performance-monitor (report or alert mode). 排名追踪/SERP监控

majiayu000 Bundle

CRITICAL guardrail for preventing code duplication and magic strings in the AIDB codebase. Enforces discovery of existing constants, enums, and utilities BEFORE writing new code.

majiayu000 Bundle

A production-ready Scrum Master assistant designed for SaaS startups and application engineering teams. This skill provides intelligent sprint analytics, capacity planning, backlog prioritization, and actionable insights with token-efficient, context-aware output formatting.

majiayu000 Bundle

Search and analyze Reddit content using semantic AI search via reddit-insights.com MCP server. Use when you need to: (1) Find user pain points and frustrations for product ideas, (2) Discover niche markets or underserved needs, (3) Research what people really think about products/topics, (4) Find content inspiration from real discussions, (5) Analyze sentiment and trends on Reddit, (6) Validate business ideas with real user feedback. Triggers: reddit search, find pain points, market research, user feedback, what do people think about, reddit trends, niche discovery, product validation.

majiayu000 Bundle

(ePost) Use when user wants to write a doc, proposal, spec, RFC, PRD, or decision record collaboratively

majiayu000 Bundle

Spatial indexing and retrieval system for finding information within memory palaces using multi-modal search. Triggers: knowledge search, find information, locate concept, recall, spatial query, cross-reference, discovery, memory retrieval, pr review search, past decisions, review patterns Use when: searching for stored knowledge, cross-referencing concepts, discovering connections, retrieving from palaces, finding past PR decisions DO NOT use when: creating new palace structures - use memory-palace-architect. DO NOT use when: processing new external resources - use knowledge-intake. Consult this skill when searching or navigating stored knowledge.

majiayu000 Bundle

Unified issue discovery and creation. Create issues from GitHub/text, discover issues via multi-perspective analysis, or prompt-driven iterative exploration. Triggers on "issue:new", "issue:discover", "issue:discover-by-prompt", "create issue", "discover issues", "find issues".