Plan Amazon product photography for maximum conversion. Shot lists, lighting setups, infographic briefs, lifestyle scene planning, and image optimization following Amazon's…
Detects critical product, scope, data, risk, and success ambiguities in requirements or PRDs and expresses them as structured, decision-forcing clarification questions without…
Turn the idea for a feature into a fully-formed PRD/design/specification and implementation-plan. Use when you have a spec or requirements that needs implementation.
Audit whether the current repository can run as a Claude Code remote routine (cloud session). Read-only analysis that inventories what Lisa AND the host project need to configure…
Use this when user provides a Yii2 codebase for analysis or migration planning. Provides 6-phase workflow: scan, capability extraction, dependency analysis, requirements…
Schreibt arc42 Sektion 1 (Einführung und Ziele): Aufgabenstellung, Qualitätsziele, Stakeholder. Use when: Sektion 1 schreiben, Einführung, Ziele, Requirements Overview, Quality…
R package for single-cell ATAC-seq analysis. Use for chromatin accessibility analysis, peak calling, motif enrichment, and integration with gene expression.
Score an architecture artifact against its canonical TOGAF template for completeness. Checks Architecture Definition Documents, Architecture Requirements Specifications,…
Create professional ASCII UI wireframes, mockups, and prototypes for software, web, and mobile interfaces.
End-to-end ATAC-seq workflow from FASTQ files to differential accessibility and TF footprinting. Covers alignment, peak calling with MACS3, QC metrics, and optional TOBIA — from…
Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services.
Seed basecamp memory-bank files from an existing PRD, product brief, spec, or requirements document. Use when a new project has a source document but little or no code yet.
Creates BDD feature files for Golang Clean Architecture projects using Gherkin syntax. Use when users need to write .feature files for integration tests, create test scenarios for…
Detect allele-specific chromatin accessibility from ATAC-seq using WASP, GATK ASEReadCounter, or RASQUAL.
Infer cis-regulatory connections (peak-to-peak co-accessibility) from scATAC-seq using Cicero, ArchR getCoAccessibility, or SCENIC+.
Build a differential-ready consensus peakset from per-replicate ATAC-seq peaks using iterative overlap removal, fixed-width re-centering, and majority-rule overlap.
Sequence-based deep learning for ATAC-seq using chromBPNet, BPNet, scBasset, or EnFormer. Use when correcting Tn5 bias with neural networks beyond k-mer models, predicting…
Find differentially accessible chromatin regions between conditions using DiffBind or DESeq2. Use when comparing chromatin accessibility between treatment groups, cell ty — from…
Identify differentially accessible chromatin regions across conditions using DiffBind, csaw, DESeq2, or edgeR.
Predict enhancer-gene regulatory connections from ATAC-seq using ABC, ENCODE-rE2G, HiChIP, or Cicero.
Analyze TF motif accessibility variability across samples or single cells using chromVAR. Use when identifying TF motifs whose accessibility correlates with conditions, computing…
Extract nucleosome positions from ATAC-seq data using NucleoATAC, ATACseqQC, and fragment analysis. Use when analyzing chromatin organization, identifying nucleosome-free regions…
Map nucleosome center positions, occupancy, and fuzziness from ATAC-seq fragment-size patterns using NucleoATAC, ATACseqQC, DANPOS3, or scprinter.
Process and analyze single-cell ATAC-seq data with Signac, ArchR, SnapATAC2, or Cell Ranger ATAC. Use when handling 10X scATAC or 10X Multiome (paired RNA+ATAC) data, performing…
Build enhancer-driven gene regulatory networks (eGRNs) by integrating single-cell RNA-seq and ATAC-seq using SCENIC+, CellOracle base GRNs, Pando, FigR, DIRECT-NET, TRIPOD, and…
End-to-end ATAC-seq workflow from FASTQ files to differential accessibility and TF footprinting. Covers alignment, peak calling with MACS3, QC metrics, and optional TOBIA — from…
Use when the user wants to create a Product Requirements Document (PRD) for a new app, feature, or project.
Product manager for PRD creation and requirements discovery. Use when the user asks to talk to John or requests the product manager.
Structured PRD creation through collaborative product discovery. Captures vision, success criteria, user journeys, domain requirements, and functional/non-functional…
Create Product Requirements Documents (PRDs), Architecture Documents, Epics, and User Stories using the BMAD (Breakthrough Method for Agile AI Driven Development) methodology.
Systematic PRD validation against quality standards. Validates format, information density, coverage, measurability, traceability, implementation leakage, domain compliance,…
Invoked explicitly by name (/brainstorm-prd). Walks the user through an adaptive, one-question-at-a-time interview about a feature or large change, then writes a Product…
BA/Spec Agent — Phỏng vấn nghiệp vụ (elicit requirements) theo kiểu Socratic, phân tích Gap AS-IS/TO-BE, rồi xuất BRD và/hoặc FRD chuẩn Markdown kèm Mermaid diagram.
Prompt for creating Product Requirements Documents (PRDs) for new features, based on an Epic.
Translate stakeholder questions and business objectives into structured requirements and success criteria.
Use when planning high-stakes initiatives (migrations, launches, strategic changes) that require clear specifications, proactive risk identification (premortem/register), and…
Evaluates whether a user's modernization/rewrite request provides enough scenario context to proceed (e.g., target component library, screenshots, design system for frontend; API…
Create comprehensive Product Requirements Documents through strategic questioning. Use when planning a new feature or project that needs clear requirements.
Extract structured requirements from conversations into mini-PRD format. Use after conversational exploration to capture what was discussed.
Verify implementation against PRD requirements with systematic checking. Use after implementation to validate completeness.
Tự động tạo tài liệu phần mềm chuẩn Unified Process (UP) theo giáo trình Nhập môn Công nghệ Phần mềm.
Reverse-engineer any codebase into a complete Product Requirements Document (PRD). Analyzes routes, components, state management, API integrations, and user interactions to…
Use when building chat with CometChat Flutter UIKit v5 (cometchat_chat_uikit v5.2.14, cometchat_calls_uikit v5.0.15). Orchestrator skill that routes to feature-specific skills.
Implements UI components from design specifications. Use when implementing frontend components, pages, or UI elements.
Scans a Confluence space (or a parent page) for PRD pages currently parented under the configured `ready` lifecycle page and runs the first eligible one through the dry-run…
Generate a complete Convex-first feature specification for a repo, including data model, API surface, rollout, and verification.
Generate Product Requirements Documents (PRD) for existing systems through systematic codebase analysis, feature extraction, and gap identification with confidence scoring for…
Create GitHub Issue for feature request from specification file using feature_request.yml template.
Create a Product Requirements Document using a comprehensive 8-section template covering problem, objectives, segments, value propositions, solution, and release planning.
Generate a prd.json file from deltas ready to implement. Picks deltas with ✓ Plan status, dispatches parallel agents to split each delta into stories, combines results with…
Generate or refine repository-local product specification documents for proposed features through interactive discussion with the user.
Creates structured Request for Comments (RFC) documents for proposing and deciding on significant changes.
Krytyczny audyt Product Requirements Document przed implementacją, działający jak critical code review wykonane przed napisaniem kodu.
Conducts structured requirements workshops to produce feature specifications, user stories, EARS-format functional requirements, acceptance criteria, and implementation c — from…
Defines accessibility requirements for UI elements including semantic markup, ARIA attributes, focus management, and screen reader support.
Creates a comprehensive Product Requirements Document that aligns stakeholders on what to build, why, and how success will be measured.
Automatically extract technical requirements from design references when user mentions Figma, uploads images, or says "implement this design".
Golden Anniversary design system with OKLCH color palette, typography (Inter, Playfair Display, Dancing Script), component states, Framer Motion patterns, and accessibility…
Creates production-ready design files, prototypes, and specifications for development teams. Translates validated concepts into detailed, implementable designs with comprehensive…
Design API contracts, data models, and UI/UX specifications. Use for API design, data modeling, UI wireframes, and design systems.