Plan the UX/UI before any code — produce the feature-level `design-brief.md` (design direction, key states, interaction model, visual-direction probe) the build then targets.
Create dex task from markdown planning documents (plans, specs, design docs, roadmaps)
Generates and edits Mermaid diagrams with correct syntax across all 19 diagram types including flowcharts, sequence diagrams, class diagrams, state diagrams, ER diagrams, Gantt…
Review and write React/Next.js components for Diamond Fysio project. Use when reviewing components, adding features, or checking code quality.
Find differentially accessible chromatin regions between conditions using DiffBind or DESeq2. Use when comparing chromatin accessibility between treatment groups, cell ty — from…
Find differentially accessible chromatin regions between conditions using DiffBind or DESeq2. Use when comparing chromatin accessibility between treatment groups, cell ty — from…
Use when you have pre-processed chromatin accessibility data (ATAC-seq or DNAse-seq) with chromVAR deviations already computed for individual cells or bulk samples across multiple…
Use when designing, tuning, or reviewing the difficulty or balance of any game system — encounter tuning, cost curves, dominant-strategy audits, dynamic difficulty adjustment…
PM skill for Claude Code, Codex, Cursor, and Windsurf. Diagnoses SaaS metrics, critiques PRDs, plans roadmaps, runs discovery, coaches PM career transitions, pressure-tests AI…
Search DigiKey for electronic components and download datasheets — primary source for prototype orders and the preferred API method for fetching datasheets.
Design and analysis of combinational and sequential digital circuits using Boolean algebra, truth tables, K-maps, CMOS gate implementation, flip-flops, registers, counters, and…
Create and sell digital products. eBooks, templates, presets, graphics, audio. Gumroad, Etsy, Booth integration.
Build a coordinated launch for a defined digital product, course, template, membership, workshop, or resource, including readiness, messages, calendar, assets, and measures.
Create one authentic digital-product promo plan and video from authorized inputs. Use when the distinct result and its preservation contract matter; unlike…
Use when when exporting quantified MSI data as HDF5 containers following the Cardinal::HDF5 layout convention, and you need to establish bidirectional indexing between intensity…
Designs, reviews, and hardens Kimball-style dimensional models: star schemas, conformed dimensions, bus matrix, slowly changing dimensions.
Director of Product Management - assign roadmap, requirements governance, and team coordination tasks
Create user personas that include disability as a natural dimension of human diversity — not as a separate 'accessibility persona'.
Rewrite a requirement so it can only be read one way. Distilled from ASD-STE100 Simplified Technical English — forty years of aerospace evidence about what a reader misreads when…
One repeatable pass that keeps fak's growing namespace CRYSTAL-CLEAR - each similar-sounding concept (cache / vCache / KV cache / cachemeta / the provider prompt-cache; guard vs…
Discovery-first development workflow. Use BEFORE creating worktrees for any non-trivial feature. Explores requirements through questions, proposes approaches, validates design…
Looks up subagents by keyword/domain across all installed plugins (voltagent, pr-review-toolkit, feature-dev, code-review, superpowers, etc.) plus user-level agents.
Use when the user asks for a deep codebase analysis to identify and rank improvements, optimizations, architectural enhancements, or potential bugs aligned to developer — from…
Use when the user asks for a deep codebase analysis to identify and rank improvements, optimizations, architectural enhancements, or potential bugs aligned to developer — from…
Use when the user asks for a deep codebase analysis to identify and rank improvements, optimizations, architectural enhancements, or potential bugs aligned to developer — from…
Creates a structured competitive analysis comparing features, positioning, and strategy across competitors.
Automatically discover frontend development skills when working with React, Next.js, UI components, state management, data fetching, forms, accessibility, performance opt — from…
Estimate market opportunity (TAM, SAM, SOM) using multiple sizing frameworks (top-down, bottom-up, comparable company, analogous market).
Documents stakeholder needs, concerns, and influence for a project or initiative. Use when starting projects, managing complex stakeholder relationships, or ensuring alignment…
Use when a product idea, business problem, platform initiative, strategy item, or vague roadmap request needs customer outcome framing, value stream boundaries, flow steps,…
Drafts a combined Demand for Discovery and Bill of Particulars for U.S. criminal or civil litigation.
Writes discovery questions for a live B2B deal in the seller's framework (MEDDPICC, BANT, SPICED, Challenger, Gap Selling, or a plain default), one question per pain the seller…
Discovery phase 5 — Architecture (C4 model). Produces context, container, and optionally component diagrams as markdown + PlantUML/Mermaid. Greenfield, review, or ingest.
Subagent for figma-from-code Phase 0b. Discovers all Lucide icons and SVG file assets imported across the codebase via static analysis.
Run a competitive benchmark and extract Gold Nuggets for the Steal phase of discovery. Use when the user wants to analyze competitors, says "fais un benchmark concurrentiel",…
Subagent for figma-from-code Phase 0a. Discovers the complete component architecture of a web application via browser crawling and static code scanning.
Optional orchestrator for the discovery-phase pack. Walks the BA through a recommended skill sequence based on engagement type and access level — but does not enforce.
Discovery phase 6 — Architectural Decision Records (ADRs). Captures technology and design choices with context, options considered, decision, and consequences.
Finds installed agents that match a given task intent using agent_list + LLM reasoning.
Drafts discovery dispute resolution letters documenting meet-and-confer efforts and unresolved issues in U.S. litigation.
Summarizes discovery documents (depositions, emails, contracts, interrogatories, medical/financial records) with Bates citations, impeachment flags, timeline extraction, and…
Read your team's messages the way opposing counsel would in litigation discovery — prevention training that makes communication hygiene visceral.
Force MCP discovery via get_metadata or search_tools before any execute_tool call. 調用前必先經 slop-mcp 元工具發現，禁直呼 MCP 二進製。 Use when: user names MCP server, user asks to call MCP tool,…
Discovery phase 2 — Functional Requirements. Conversational drafting (greenfield), audit + iteration (review), or confirm + summarize (ingest).
Discovery: Risikoampel, Gegenargumente und Verteidigungslinien im Gesellschaftsrecht: fachlich vertieftes Modul mit Normenradar (GmbHG/AktG/HGB/UmwG),…
Conduct discovery interviews to gather requirements, clarify vague ideas, and create detailed specifications. Use when gathering requirements or clarifying vague ideas.
Deliverables group skill. Hands discovery findings to a delivery team (could be same agency squad in delivery phase, different agency, or client internal team).
Transform vague or high-level human intent into a governed Discovery action plan. Activate when intent is unclear, broad, or when multiple discovery steps are required before any…
Discovery phase 7 — derive a small set of compact artifacts in .claude/ from the canonical docs/ tree. No mirror of ADRs or full C4: skills read those directly from docs/.
Use when running discovery interviews — question-bank build, bias audit, insight extraction. Triggers on 'audit my guide', 'extract insights from transcript', 'is my hypothesis…
Create a structured user discovery interview guide with screener questions, a discussion guide, and a synthesis framework.
When gathering requirements for new features or projects. Used by DISCOVERY-AGENT.
Plan customer discovery interviews with the right goal, segment, constraints, and method. Use when preparing interviews for problem validation, churn research, or new product…
Conducts comprehensive 90-minute discovery interviews to extract complete product requirements before implementation.
Use when validating product assumptions before building, discovering unmet user needs, understanding customer problems and workflows, testing concepts or positioning, researching…
Record the source-tracking `discovery` block on a research-corpus citation sidecar — where/how a paper was found (surface, via, curator). Runs via `aiwg corpus discovery-log`.
Use to turn a raw product idea into a ratified, build-ready decision brief — the upstream discovery loop run by the discovery-lead agent.
Discovery phase 4 — Non-Functional Requirements (latency, throughput, security, availability, compliance). Each NFR must be measurable. Output: docs/requirements/non-functional.md.
Complete project discovery workflow using Jobs-to-be-Done, Amazon PR/FAQ, ADR, and Lean Startup validation.
Drafts Joint Discovery Plans and Proposed Scheduling Orders under FRCP 26(f) or state equivalents. Analyzes pleadings, court requirements, and case complexity to produce discovery…