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code-quality
23

increment-quality-judge-v2

Enhanced AI-powered quality assessment with RISK SCORING (BMAD pattern) and quality gate decisions. Evaluates specifications, plans, and tests for clarity, testability, completeness, feasibility, maintainability, edge cases, and RISKS. Provides PASS/CONCERNS/FAIL decisions. Activates for validate quality, quality check, assess spec, evaluate increment, spec review, quality score, risk assessment, qa check, quality gate, /sw:qa command.

anton-abyzov
anton-abyzov
testing-security
open
design
23

diagrams-generator

Generate Mermaid diagrams following C4 conventions. Activates for create diagram, draw diagram, visualize, system diagram, architecture diagram, C4 diagram, context diagram, container diagram, component diagram, sequence diagram, ER diagram, entity relationship, data model, deployment diagram. Coordinates with diagrams-architect agent.

anton-abyzov
anton-abyzov
content-media
open
cicd
23

release-coordinator

Coordinates multi-component releases, feature flags, versioning, and rollback strategies. Trigger terms: release management, release planning, release coordination, feature flags, canary deployment, progressive rollout, release notes, rollback strategy, release train, deployment coordination, versioning, changelog, release approval, deployment checklist. Manages complex release workflows: - Multi-component release coordination - Feature flag strategy and management - Versioning and changelog generation - Canary and blue-green deployments - Progressive rollout strategies - Rollback procedures - Release approval workflows - Post-release verification Use when: planning releases, coordinating multi-service deployments, managing feature flags, or generating release notes.

nahisaho
nahisaho
devops
open
cicd
23

release-coordinator

Coordinates multi-component releases, feature flags, versioning, and rollback strategies. Trigger terms: release management, release planning, release coordination, feature flags, canary deployment, progressive rollout, release notes, rollback strategy, release train, deployment coordination, versioning, changelog, release approval, deployment checklist. Manages complex release workflows: - Multi-component release coordination - Feature flag strategy and management - Versioning and changelog generation - Canary and blue-green deployments - Progressive rollout strategies - Rollback procedures - Release approval workflows - Post-release verification Use when: planning releases, coordinating multi-service deployments, managing feature flags, or generating release notes.

nahisaho
nahisaho
devops
open
architecture-patterns
23

work-breakdown-structure

Guide for decomposing projects into Epics, Stories, Features, and Tasks. Use when planning features or capturing work in MCP tools.

frostaura
frostaura
development
open
sales-marketing
23

reflection

Systematic reflection on completed work to capture learnings, patterns, and improvements

frostaura
frostaura
business
open
productivity-tools
23

github-issue-tracker

Task-level GitHub issue tracking for SpecWeave increments. Provides fine-grained progress tracking via issue comments, task checklists, and labels. Enables team collaboration on individual tasks. Activates for task tracking, GitHub comments, issue updates, task progress, team collaboration, granular tracking.

anton-abyzov
anton-abyzov
tools
open
architecture-patterns
23

diagrams-architect

Expert in creating Mermaid diagrams following C4 Model and SpecWeave conventions. Specializes in system architecture, sequence diagrams, ER diagrams, and deployment diagrams. Activates for diagram creation, architecture visualization, data modeling, sequence flows, C4 diagrams, HLD, LLD, Mermaid diagram, flowchart, class diagram, state diagram, entity relationship, database schema visualization, API flow diagram, microservices diagram, system overview, architecture diagram, draw diagram, create diagram, visualize architecture, show flow, explain visually.

anton-abyzov
anton-abyzov
development
open
design
23

mermaid

Guide for creating mermaid diagrams. This skill should be used when users want to create a mermaid diagram (or update an existing diagram).

nilecui
nilecui
content-media
open
sales-marketing
23

user-intent-parser

Parse user requirements into structured format with explicit assumptions, constraints, and acceptance criteria. Use when initial requirements are ambiguous or informal.

vneseyoungster
vneseyoungster
business
open
sales-marketing
23

brainstorming

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

vneseyoungster
vneseyoungster
business
open
sales-marketing
23

service-design

Comprehensive service design methodology for creating sustainable solutions and optimal experiences for both customers and service providers. Use when designing end-to-end service experiences, creating customer journey maps, building service blueprints, mapping service ecosystems, identifying touchpoints and pain points, designing frontstage/backstage interactions, or improving existing service delivery. Applicable to digital services, physical services, and hybrid product-service systems.

bbrewington
bbrewington
business
open
sales-marketing
23

resonance-frontend

Frontend/UX Engineer Specialist. Use this for implementing UI/UX, Design Systems, and Accessibility constraints.

manusco
manusco
business
open
sales-marketing
23

visual-excellence

Visual quality standards, user flows, and use case coverage requirements. Use when building UI, reviewing frontend, or validating user experiences.

frostaura
frostaura
business
open
media
23

fal-text-to-video

Complete fal.ai text-to-video system. PROACTIVELY activate for: (1) Kling 2.0/2.5/2.6 Pro video generation, (2) Sora 2 for creative videos, (3) LTX Video with audio, (4) Runway Gen-3 Turbo for fast iteration, (5) Luma Dream Machine, (6) Video duration and aspect ratio, (7) Motion prompt engineering, (8) Camera movement keywords. Provides: Model endpoints, quality tiers, prompt structure, duration options. Ensures cinematic video generation with proper motion description.

JosiahSiegel
JosiahSiegel
content-media
open
media
23

fal-image-to-video

Complete fal.ai image-to-video system. PROACTIVELY activate for: (1) Kling 2.5/2.6 Pro image animation, (2) MiniMax Hailuo with prompt optimizer, (3) LTX image-to-video, (4) Runway Gen-3 Turbo, (5) Luma Dream Machine with loop, (6) Stable Video Diffusion, (7) Motion description prompts, (8) Portrait/product animation workflows. Provides: Model endpoints, motion keywords, animation techniques, workflow examples. Ensures natural image animation with proper motion description.

JosiahSiegel
JosiahSiegel
content-media
open
media
23

viral-video-platform-specs

Complete platform upload specifications for viral video creation across TikTok, YouTube Shorts, Instagram Reels, Facebook Reels, Snapchat Spotlight, and Twitter/X. PROACTIVELY activate for: (1) Platform-specific video encoding, (2) Upload requirements lookup, (3) Multi-platform export, (4) File size optimization, (5) Aspect ratio conversion, (6) Duration limits, (7) Audio requirements, (8) Caption/subtitle specs, (9) Thumbnail requirements, (10) Quality vs compatibility trade-offs. Provides: Comprehensive spec tables, FFmpeg presets per platform, optimal encoding settings, file size calculators, batch export workflows, and 2025-2026 platform-specific algorithm insights.

JosiahSiegel
JosiahSiegel
content-media
open
llm-ai
23

image-generation

AI image generation expert using Pollinations.ai - FREE, no API key required. Generates professional-quality images for websites, apps, marketing, mockups, icons, and illustrations. Activates for image, images, generate image, create image, make image, picture, pictures, illustration, illustrations, icon, icons, logo, logos, hero image, hero section image, banner, banners, background image, backgrounds, placeholder, placeholders, product image, product shot, mockup, mockups, avatar, avatars, thumbnail, thumbnails, splash screen, app icon, website image, landing page, UI image, design asset, visual asset, stock photo, photo, render, renders, artwork, graphic, graphics, visual, visually, imagery, Pollinations, Pollinations.ai, AI image, AI art, AI generated, text-to-image, image generation, image generator, FLUX, stable diffusion, midjourney alternative, DALL-E alternative, free image generation, generate visual, create visual, need image, need picture, need icon, need logo, need illustration, website design im

anton-abyzov
anton-abyzov
data-ai
open
literature-writing
23

grey-haven-creative-writing

Professional writing assistance for blogs, research articles, fiction, essays, and marketing copy. Use when users want to write, edit, or improve any form of written content. Triggers: 'write a blog', 'write an article', 'help me write', 'write a story', 'write a chapter', 'draft an essay', 'creative writing', 'improve my writing', 'edit my writing', 'write copy', 'content writing'.

greyhaven-ai
greyhaven-ai
lifestyle
open
design
23

nano-banana

Generate and edit high-quality AI images using Google's Gemini 3 Pro Image model (Nano Banana Pro) via MCP. Use when user wants to create images, edit photos, generate graphics, or needs visual content with text rendering.

nilecui
nilecui
content-media
open
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