Product & Planning

majiayu000 Bundle

Build a Vineyard showcase page for any Grove property using @autumnsgrove/groveengine/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

Scores backlog items with RICE/WSJF/Kano and files GitHub issues for top candidates. Use when triaging a roadmap or prioritizing features for a sprint.

majiayu000 Bundle

Semantic tool search with embeddings for scalable tool discovery. Enables on-demand tool loading to reduce context usage by 90%+ for large tool libraries.

majiayu000 Bundle

Guides discovery and application of project-specific conventions including code patterns, naming, structure, and team practices. Use when exploring a codebase or implementing features to match existing patterns.

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

Spec-driven brainstorming and product discovery expert. Helps teams ideate features, break down epics, conduct story mapping sessions, prioritize using MoSCoW/RICE/Kano, and validate ideas with lean startup methods. Activates for brainstorming, product discovery, story mapping, feature ideation, prioritization, MoSCoW, RICE, Kano model, lean startup, MVP definition, product backlog, feature breakdown.

majiayu000 Bundle

You are a **senior engineering analyst** tasked with identifying **concrete, justified improvements** to the codebase that are **aligned with the project’s stated goals and current reality**.

majiayu000 Bundle

Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development.

majiayu000 Bundle

Produces prioritized triage report from open GitHub issues, PRs, and discussions. Use when reviewing community backlog.

majiayu000 Bundle

Comprehensive project planning standards for plans/ directory including folder structure (ideas.md, backlog/, in-progress/, done/), naming convention (YYYY-MM-DD__identifier/), file organization (README.md for small plans, multi-file for large), and Gherkin acceptance criteria. Essential for creating structured, executable project plans.

majiayu000 Bundle

Transform v0.6 specifications into context-window-sized work packages (EPICs) during PRD v0.7 Build Execution. Triggers on requests to create epics, scope work, break down implementation, or when user asks "create epics", "scope work", "break down work", "context window sizing", "what to build first?", "implementation planning", "epic breakdown". Consumes API-, DBT-, FEA-, ARC-. Outputs EPIC- entries with objectives, ID references, dependencies, and context windows. Feeds v0.7 Test Planning.

majiayu000 Bundle

Surface risks through guided questioning, helping users consider pivots, constraints, and prioritization during PRD v0.5 Red Team Review. Triggers on requests to identify risks, stress-test the idea, perform red team review, or when user asks "what could go wrong?", "identify risks", "red team", "risk assessment", "challenge assumptions", "stress test the idea". Consumes all prior IDs (CFD-, BR-, FEA-, PER-, UJ-, SCR-) as interview context. Outputs RISK- entries with owner decisions and mitigations. Feeds v0.5 Technical Stack Selection.

neuralblitz Skill

Planning, executing, and delivering projects successfully through structured methodologies and stakeholder communication

johnalbertini14-glitch Bundle

Sell to AI agents with machine-readable products, agent-optimized APIs, structured pricing, and discovery strategies for the agentic economy.

johnalbertini14-glitch Bundle

Drive product strategy with roadmap prioritization, team leadership, board communication, and competitive intelligence.

johnalbertini14-glitch Bundle

Masumi Network skill for warranty vault verification. Handles OCR receipt scanning, Cardano blockchain proof-of-purchase logging, immutable decision logging, agent collaboration discovery, and smart wallet payments. Use for warranty claims, product verification, agent-to-agent service payments, or immutable audit trails on Cardano.

johnalbertini14-glitch Bundle

Access and manage Shortcut.com (formerly Clubhouse) project management. Use when the user asks to: list stories, view backlog, search issues, check epics, update story state, create stories or epics, add comments, wire story dependencies, or fetch/triage a story. Trigger keywords: shortcut, story, backlog, sc-XXXX, sprint, epic, ticket.

johnalbertini14-glitch Bundle

P2P agent coordination and USDT settlement via the Hypha Network. Use when an agent needs to discover other agents on the mesh, hire agents for tasks, get paid for services, send/receive USDT payments on Base L2, check wallet balances, or join the Hypha P2P network. Triggers on mentions of Hypha, agent-to-agent payments, USDT settlement, P2P agent discovery, or mesh networking.

johnalbertini14-glitch Bundle

Client Discovery — Qualify, Diagnose, Close

johnalbertini14-glitch Bundle

Analyze biological data using Lobster AI — single-cell RNA-seq, bulk RNA-seq, literature mining, dataset discovery, quality control, and visualization. USE THIS SKILL WHEN: - Analyzing single-cell or bulk RNA-seq data - Searching PubMed/GEO for papers or datasets - Running quality control on biological data - Clustering cells, finding markers, differential expression - Creating publication-quality visualizations - Working with H5AD, CSV, 10X, GEO/SRA accessions TRIGGER PHRASES: "analyze cells", "search PubMed", "download GEO", "run QC", "cluster", "find markers", "differential expression", "UMAP", "volcano plot", "single-cell", "RNA-seq", "bioinformatics" ASSUMES: Lobster is installed and configured. For setup issues, tell user to run `lobster config-test` and fix any errors before proceeding.

johnalbertini14-glitch Bundle

Extract metadata from Xiaohongshu (XHS) share or discovery URLs by parsing window.__INITIAL_STATE__ and returning note details. Use when asked to fetch XHS page content, note metadata, video info, or engagement stats from a public XHS link.

majiayu000 Bundle

Edit an existing PRD. Use when the user says "edit this PRD".

majiayu000 Bundle

PRD analysis knowledge including depth-aware criteria, finding categories, severity guidelines, and common issue patterns

majiayu000 Bundle

Generates production-grade TaskMaster tasks.json from Product Requirements Documents (PRD). Activates via codeword [ACTIVATE:PRD_TO_TASKS_V1] injected by hooks when PRD is detected. Always generates integration tasks (Tasks #N-2, #N-1, #N) for component integration testing, E2E workflows, and production readiness validation. Activation trigger: [ACTIVATE:PRD_TO_TASKS_V1]

majiayu000 Bundle

Analyze, plan, review, and optimize any codebase across 4 modes: Discovery (understand architecture and risks), Review (validate changes and detect breaking changes), Optimization (find bottlenecks and vulnerabilities), Implementation Planning (generate step-by-step guidance). Works with React, Django, Rails, Go, Rust, and 30+ frameworks. Use when analyzing codebase structure, assessing feature safety, finding security issues, planning implementations, or discovering performance problems.

majiayu000 Bundle

Create a PRD from scratch. Use when the user says "lets create a product requirements document" or "I want to create a new PRD"

majiayu000 Bundle

End-to-end biomarker discovery workflow from expression data to validated biomarker panels. Covers feature selection with Boruta/LASSO, classifier training with nested CV, and SHAP interpretation. Use when building and validating diagnostic or prognostic biomarker signatures from omics data.

majiayu000 Bundle

Validate a PRD against standards. Use when the user says "validate this PRD" or "run PRD validation"

majiayu000 Bundle

Preprocess small RNA sequencing data with adapter trimming and size selection optimized for miRNA, piRNA, and other small RNAs. Use when preparing small RNA-seq reads for downstream quantification or discovery analysis.

majiayu000 Bundle

Discover novel miRNAs and quantify known miRNAs using miRDeep2 de novo prediction from small RNA-seq data. Use when identifying new miRNAs or performing comprehensive miRNA profiling with discovery.

majiayu000 Bundle

Create executive product brief through collaborative discovery. Phase 1 Analysis

majiayu000 Bundle

End-to-end neoantigen discovery from somatic variants to ranked vaccine candidates. Integrates HLA typing, MHC binding prediction, pVACtools neoantigen calling, and immunogenicity scoring. Use when identifying tumor neoantigens for personalized vaccine design or checkpoint biomarkers.

majiayu000 Bundle

Quick reference for Backlog.md CLI with critical file naming rules and workflow patterns

majiayu000 Bundle

Statistical analysis for metabolomics data. Covers univariate testing, multivariate methods (PCA, PLS-DA), and biomarker discovery. Use when identifying differentially abundant metabolites or building classification models.

majiayu000 Bundle

Run scout, plan, then implement; use when you want an end-to-end discovery, plan, and build flow.

majiayu000 Bundle

Reduce GitHub issue backlog through deduplication, linking, and closure. Use before creating new issues, when enforcement_mode is CONSOLIDATION, when issue:PR ratio exceeds 3:1, when AI-created issues reach 25, or when total issues approach 50.