diverse-content-gen
Agent workflow for generating highly diverse creative content using Verbalized Sampling (VS) technique. Use when user requests multiple variations, brainstorming, creative ideas, or when standard prompting produces repetitive outputs. Increases diversity by 1.6-2.1× while maintaining quality. Works for: blog posts, social media captions, stories, campaign ideas, product descriptions, taglines, and open-ended creative tasks.
storyteller
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screenwriter
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production-validator
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imagine
Prepare detailed, professional prompts for Google Imagen 3/4 image generation. Supports character, environment, and object prompts using natural language with technical photography specifications. Extensible support for multiple art styles via reference files.
arch-v
Video production workflow orchestrator for Veo 3. Guides users through creating professional video prompts via two paths - direct text-to-video OR image-to-video pipeline (Imagen 3/4 → Veo 3). Validates prompt completeness, checks conflicts, ensures all mandatory components present. Integrates camera-movements, great-prompt-anatomy, short-prompt-guide, long-prompt-guide, and imagine skills.
camera-movements
Standardized camera movement vocabulary for Veo 3 video generation. Use when creating video prompts that require specific camera movements, cinematography terminology, or when validating camera movement specifications. Provides authoritative reference for 50+ camera movements (Dolly, Arc, Crane, FPV Drone, Whip Pan, etc.) to ensure consistent, production-ready terminology.
great-prompt-anatomy
Essential framework for creating solid Veo 3 prompts. Use when constructing video prompts, validating prompt completeness, or teaching prompt structure. Defines 8 mandatory components (Subject, Setting, Action, Style/Genre, Camera/Composition, Lighting/Mood, Audio, Constraints) that every prompt must include for professional results.
long-prompt-guide
Production Brief methodology for complex Veo 3 video scenes. Use when creating scenes with dialogue, character continuity, structured settings, or multi-beat sequences. Provides 11-block framework (Format & Tone, Main Subjects, Wardrobe & Props, Location & Framing, Lighting & Palette, Continuity Rules, Actions & Camera Beats, Montage Plan, Dialogue, Sound & Foley, Finish) for professional, replicable results.
short-prompt-guide
Strategy for creating efficient short-form video prompts. Use when creating filler shots, atmospheric scenes, or quick video clips that don't require full Production Brief methodology. Covers when to go short vs long, format+style upfront rule, and two approaches (Descriptive vs Directive) for compact yet coherent results.
github
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requirements-definition
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spec-driven-dev
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ui-designer
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adr-create
Create a new Architecture Decision Record with sequential numbering (ADR- prefixed filename) and AgentDB registration
adr-index
Build or rebuild the ADR index and dependency graph in AgentDB (strict mode — Phase 3 corpus, ADR- prefix filenames, no legacy fallbacks)
council
Convene a dialectic expert-panel review (the Linked Data Council Hive) on an ontology/ADR/ODR proposition or a set of outstanding questions, then produce a session record. Use when a modelling decision has a credible split, a contested mapping or identity-criterion question needs adjudicating, or a precedent needs recording. Spawns a SCOPED panel via the Agent tool (Queen + Devil's Advocate + only the relevant experts), collects per-question verdicts, writes the synthesis, and routes dispositions to the ODRs/ADRs.
diagramming
Create professional diagrams using Mermaid or DOT/Graphviz. Mermaid for flowcharts, sequences, classes, ER, Gantt, architecture with semantic coloring and WCAG AA accessibility. DOT/Graphviz for pure network graphs, semantic webs, and maximum layout control.
dot-export
Export DOT/Graphviz diagrams from documents to PNG images (default) or SVG. Use after creating documents with DOT code blocks when you need to render them as static images for distribution, GitHub, wikis, or static sites. Supports multiple layout engines (dot, neato, circo, fdp, twopi, osage, patchwork). Processes .md, .html, .mdx, .rst, .adoc files.
mermaid-export
Export Mermaid diagrams from documents to PNG images. MUST be run immediately after creating or editing any Mermaid diagram, BEFORE committing. Processes .md, .html, .mdx, .rst, .adoc files.
notebook
Create professional Jupyter notebooks with zero-execution styling using markdown-based CSS and HTML components following Airbnb DLS principles.
odr-create
Create a new Ontology Decision Record (ODR) with sequential numbering and AgentDB registration
odr-index
Build or rebuild the ODR index and dependency graph in AgentDB (strict mode — unified MADR DCAP: 6 required + 3 optional frontmatter keys, MADR body spine, matching odr-create / odr-review)
odr-review
Lint ODR frontmatter, section structure, and references against the DCAP profile
owl
Design and implement OWL 2 ontologies for knowledge representation. Covers RDFS foundations, OWL profiles (EL, QL, RL), class expressions, property characteristics, reasoning patterns, SKOS taxonomies, and the evolving shift toward SHACL. Informed by Kurt Cagle's ontologist perspective.
qlever
Query, configure, and optimize QLever—the high-performance open-source RDF triplestore. Covers SPARQL queries, GeoSPARQL, text search, CLI operations, and public endpoints. Informed by Kurt Cagle's semantic web expertise.
ruflo-source-patch
Fixes ruflo/@claude-flow's .claude-flow/.swarm folder + daemon proliferation (ruvnet/ruflo#2633) by patching the cwd-anchoring defect at its SOURCE in the installed npm library, and keeping it patched every session. Use when asked to "fix ruflo daemon sprawl", "stop .claude-flow proliferation", "patch ruflo cwd", "install ruflo source patch", or "uninstall ruflo source patch". Explicit triggers: /ruflo-source-patch-install, /ruflo-source-patch-uninstall.
shacl
Design, implement, and validate RDF data with SHACL (Shapes Constraint Language). Covers node shapes, property shapes, constraint components, validation reports, SHACL-SPARQL integration, AI/LLM patterns, UI generation, and taxonomy integration. Informed by Kurt Cagle's ontologist perspective and W3C specifications.
skos
Design, implement, and manage knowledge organization systems with SKOS (Simple Knowledge Organization System). Covers concept schemes, taxonomies, thesauri, controlled vocabularies, semantic relations, mapping, SKOS-XL labels, AI/LLM integration patterns, and SHACL validation. Informed by Kurt Cagle's ontologist perspective and W3C specifications.
sparql
Write, analyze, and optimize SPARQL 1.1 queries for knowledge graphs. Covers RDF, OWL, SHACL, Turtle serialization, and AI/LLM integration patterns. Informed by Kurt Cagle's ontologist perspective.
gcalcli
Interact with Google Calendar via gcalcli
gcmd
Export and access Google Drive files (docs, sheets, meeting notes)
jirahhh
Interact with Jira
pr-review
Review GitHub pull requests
slacker
Interact with Slack (reminders, DMs, activity, saved messages)
make-note
Create well-structured notes in Obsidian with intelligent tag suggestions. Use when the user asks to create a note, make a note, or save content to Obsidian. Scans existing vault for common tags and presents suggestions before creating the note in the Resources folder.
verbalized-sampling
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document-orchestrator
Generate structured markdown documents (PRDs, tasks, investigation plans) from templates based on workflow type. Creates directory structure and manages document lifecycle for feature, bug, and plan workflows.
frontend-testing
Test web applications using Chrome DevTools. Use for visual regression testing, performance analysis, accessibility checks, console error detection, and automated UI testing. Works with live URLs or local development servers.
git-workflow-manager
Handle git branch creation, commits, and PR creation for feature and bugfix workflows. Follows git best practices with structured commit messages and proper PR formatting.
issue-writer
Expand Linear issues into comprehensive task packets that enable autonomous AI agent execution with minimal oversight. Transforms brief issue summaries into detailed specs with context, constraints, success criteria, and validation steps.
linear-task-selector
Fetch tasks from Linear backlog and handle user selection. Saves selected task context for use in feature/bug/plan workflows. Reduces context usage by consolidating Linear API interactions.
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.
code-review
Systematic code review checklist
debugging
Systematic approach to debugging software issues
git-workflow
Standard git workflow for feature development
memory-management
Managing agent memory for effective recall
brand-illustrator
Generate Builder Methods hand-drawn line art illustrations (icons, scenes, periphery) with a single accent color (Coral/Teal/Indigo/Amber). Use for blog headers, thumbnails, course graphics, social posts, and on-brand UI/tech metaphors.
claude-thread-publisher
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git-xray
Run diagnostic git commands to assess a codebase's health before reading any code. Use this skill whenever the user asks you to understand a new codebase, audit a repo, assess technical debt, find risky code, check project health, figure out where to start reading, identify bus factor risks, or explore an unfamiliar repository. Also use it when the user asks 'what's going on in this repo', 'where are the problem areas', 'give me a health check', or 'what should I look at first'. If the user wants to understand a codebase at a strategic level before diving into code, this is the skill to use.
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