Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems. — from product/ux-research
Business-as-usual status check + velocity-fix escalation. Reports commit cadence, rate-limits, kanban, churn per team across the cockpit (or single team from inside a cage).
Run only the AL UI/accessibility review (skip the other 5 leaves and the super-skill self-review). Use when the user specifically wants UI feedback — typically when…
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…
Apply behavioral science to product design and produce a Behavioral Product Design Pack (target behavior, behavioral diagnosis, intervention map, prioritized concepts, design…
Help users apply behavioral science to product design. Use when someone is designing for habit formation, reducing friction, applying psychology to UX, increasing retenti — from…
Benchmark clean and incremental Xcode builds, surface compile and configuration hotspots, and produce an approval-first optimization plan before changing project files.
Use after competitive-platform-analysis has produced a tiered competitor set. Scores each competitor across nine weighted dimensions (positioning, voice, visual craft, offer…
Write a full plan in one pass — interview the user, explore the codebase, draft the PRD, and decompose it into thin vertical-slice issues.
Launch Baldur's Gate 3 through Steam on macOS and load saved games using macos-automator and peekaboo MCP servers. Designed for testing bg3se-macos (Script Extender) development.
Bidder Instructions und VDR Rules für grosse M&A-Prozesse: formuliert Datenraumregeln, Q&A-Disziplin, Upload-Standards, Clean-Room-Grenzen und Sanktionen bei Prozessverst — from…
Bidder Instructions und VDR Rules für grosse M&A-Prozesse: formuliert Datenraumregeln, Q&A-Disziplin, Upload-Standards, Clean-Room-Grenzen und Sanktionen bei Prozessverst — from…
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…
Tests genotype-environment associations and identifies adaptive loci while correcting for the four-confound landscape (structure, demography, background selection, sampling…
Analyzes cfDNA fragment size distributions and fragmentomics features using FinaleToolkit or Griffin.
Analyzes cfDNA fragment size distributions and fragmentomics features using FinaleToolkit or Griffin.
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…
Selects informative features for biomarker discovery using Boruta all-relevant selection, mRMR minimum redundancy, and LASSO regularization.
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…
Corporate-governance practice playbook: board composition, three lines of defense, audit/compensation/nomination committee operations, independent-director governance, stakeholder…
Corporate innovation-governance toolkit integrating Stage-Gate process, 3 Horizons model, innovation portfolio management, open innovation, corporate venture capital (CVC),…
Net-zero transition playbook: GHG inventory (ISO 14064-1, GHG Protocol Scope 1/2/3), science-based targets (SBTi), TCFD and ISSB S1/S2 climate disclosure, Taiwan carbon fee,…
BKN 全生命周期编排入口。自包含 KWeaver CLI 操作层（内化 bkn-kweaver）。 凡涉及创建 BKN、从 PRD/文档提取对象关系、 生成或更新 `.bkn`、做数据视图绑定、环境检查、测试集生成、校验与推送时， 优先使用 bkn-creator 进行流程路由、阶段门禁、子 skill 编排与结果回执。 适用于 BKN 的…
Use when exploring Bknd's auto-generated API endpoints. Covers REST endpoint patterns, route listing, module base paths, SDK method mapping, admin panel API explorer, and — from…
Plan the asset acquisition strategy (procedural, library, generative, photogrammetry) for a Blender scene without installing or executing.
Deep accessibility audit for AEM Edge Delivery Services block markup patterns. Goes beyond generic WCAG testing by understanding how EDS blocks generate DOM, how the…
Archives a completed PRD to the archives directory with associated features and closure summary.
Defines structural design artifact formats — information architecture, user flows, content model, brand direction, and AI interaction model.
Use when the user wants to create a Product Requirements Document (PRD) for a new app, feature, or project.
BMad Method v6: workflow-driven agile delivery (track selection, PRD/spec, UX, architecture, epics/stories).
Product manager for PRD creation and requirements discovery. Use when the user asks to talk to John or requests the product manager.
Scrum master for sprint planning and story preparation. Use when the user asks to talk to Bob or requests the scrum master.
UX designer and UI specialist. Use when the user asks to talk to Sally or requests the UX designer.
Validate a PRD against standards. Use when the user says "validate this PRD" or "run PRD validation
Validate PRD, UX, Architecture and Epics specs are complete. Use when the user says "check implementation readiness".
Design thinking maestro for human-centered design processes. Use when the user asks to talk to Maya or requests the Design Thinking Maestro.
Structured PRD creation through collaborative product discovery. Captures vision, success criteria, user journeys, domain requirements, and functional/non-functional…
UX design specification through collaborative discovery. Captures core experience, emotional design goals, design system, visual foundations, user journeys, component strategy,…
Edit and improve existing PRDs through validation-guided refinement. Loads PRD, detects format (BMAD/legacy), reviews against quality standards, and applies targeted edits with…
Generate workflow-knowledge files for BMAD workflows from planning artifacts (PRD, architecture, ADRs), phase 4 specs, and/or codebase.
Create Product Requirements Documents (PRDs), Architecture Documents, Epics, and User Stories using the BMAD (Breakthrough Method for Agile AI Driven Development) methodology.
Create, update, or validate a PRD. Use when the user wants help producing, editing, or validating a PRD.
Create, update, or validate a product brief. Use when the user wants help producing, editing, or validating a brief.
Generate sprint status tracking from epics. Use when the user says "run sprint planning" or "generate sprint plan
Summarize sprint status and surface risks. Use when the user says "check sprint status" or "show sprint status
Systematic PRD validation against quality standards. Validates format, information density, coverage, measurability, traceability, implementation leakage, domain compliance,…
Designing tabletop games - from core mechanics to manufacturing, from prototyping to KickstarterUse when "board game, tabletop, card game, worker placement, deck building, area…
USE WHEN the user is making a non-trivial decision (architecture, scope, positioning, hiring, kill-or-continue) and wants multi-perspective consultation rather than a single…
When the user needs to write a monthly or quarterly investor update, prepare a board deck, or communicate company progress to stakeholders. — from mkurman/zorai
Clean Architecture (Robert C. Martin) — Full rules — comprehensive mandatory coding standards. Use when asked to apply Clean Architecture principles or review code against Clean…