start
Begin a new market research session. Thin launcher that delegates to the research-orchestrator agent for all phase management.
tech-assessment
This skill should be used when the user asks to "assess technology", "technology evaluation", "tech stack analysis", "technical feasibility", "technology trends", "build vs buy", "technology roadmap", "architecture assessment", or needs guidance on evaluating technologies, technical due diligence, or technology strategy decisions.
trend-analysis
This skill should be used when the user asks to "identify trends", "analyze market trends", "trend forecasting", "macro trends", "micro trends", "emerging patterns", "future projections", "industry trends", or needs guidance on trend identification, pattern recognition, or market forecasting methodologies.
trend-modeling
This skill should be used when the user asks to "model trends with limited data", "three-valued logic analysis", "scenario generation", "transitional graphs", "qualitative trend analysis", "uncertain data analysis", "minimal-information modeling", or needs guidance on trend-based modeling using INC/DEC/CONST logic, scenario planning with limited quantitative data, or generating transitional scenario graphs.
update
Refresh existing research with latest data using swarm orchestration and delta detection. Delegates to the research-orchestrator agent in update mode.
project-analyzer
Analyzes Java project structure and generates comprehensive documentation including tech stack, architecture, modules, configuration, internal SDKs, and development guidelines. Use this skill when you need to understand a Java/Spring Boot codebase, onboard new developers, generate project documentation, or provide context for AI-assisted development. Triggers include "analyze project structure", "generate project documentation", "what is the project architecture", or when starting work on an unfamiliar codebase.
react-query
TanStack Query (React Query) best practices and patterns from TkDodo's authoritative guides. Use when writing, reviewing, or debugging React Query code including queries, mutations, caching, optimistic updates, and TypeScript integration. Triggers on useQuery, useMutation, useInfiniteQuery, QueryClient, queryKey, staleTime, cacheTime, gcTime, invalidateQueries, or React Query patterns.
Desktop Control
Control mouse, keyboard, and screen for desktop automation tasks
books-library-workflow
Use when maintaining `klinke.studio` book data in `apps/web/src/content/data/books/wishlist.csv` or `books.csv`, especially for wishlist additions, moving books from wishlist to library, resolving Amazon links, or preventing duplicates across both datasets.
commit-conventions
Create conventional commit messages and plan commits. Use when a user asks to commit changes, write commit messages, or organize commits. Enforce repo-specific git/commit rules from AGENTS.md and split multiple logical changes into separate, digestible commits.
defuddle
Extract clean markdown content from web pages using Defuddle CLI, removing clutter and navigation to save tokens. Use instead of WebFetch when the user provides a URL to read or analyze, for online documentation, articles, blog posts, or any standard web page.
design-audit
Use when reviewing a new or modified user interface before sign-off, or when a UI feels generic, noisy, inaccessible, under-specified, or not yet production-grade.
design-interaction-motion-craft
Use when designing or reviewing transitions, gestures, and state-change motion across web, mobile, and desktop interfaces.
design-uml-diagrams
Use when creating or refining UML, flow, system, architecture, or process diagrams where clarity, visual hierarchy, readable labels, and straight-line routing matter more than exhaustive detail.
design
Use for any UI-facing task (design, implementation, review, refactor, bugfix) as the primary design entrypoint; then route to specialized design skills based on task shape.
imagegen
Use when the user asks to generate or edit images via the OpenAI Image API (for example: generate image, edit/inpaint/mask, background removal or replacement, transparent background, product shots, concept art, covers, or batch variants); run the bundled CLI (`scripts/image_gen.py`) and require `OPENAI_API_KEY` for live calls.
ios-spritekit
Use when building SpriteKit games, implementing physics, actions, scene management, or debugging game performance. Covers scene graph, physics engine, actions system, game loop, rendering optimization.
ios-swift-concurrency-expert
Swift Concurrency review and remediation for Swift 6.2+. Use when asked to review Swift Concurrency usage, improve concurrency compliance, or fix Swift concurrency compiler errors in a feature or file. Concrete actions include adding Sendable conformance, applying @MainActor annotations, resolving actor isolation warnings, fixing data race diagnostics, and migrating completion handlers to async/await.
jupyter-notebook
Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script `new_notebook.py` to generate a clean starting notebook.
justfile-authoring
Create, edit, or review justfiles for the just command runner. Use when adding or modifying recipes, parameters, dependencies, settings, attributes, aliases, or shebang scripts; fixing invocation or working-directory behavior; or documenting tasks for `just --list` output.
marketing-psychology
When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' or 'consumer behavior.' This skill provides 70+ mental models organized for marketing application.
seo-audit
When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta tags review," or "SEO health check." For building pages at scale to target keywords, see programmatic-seo. For adding structured data, see schema-markup.
obsidian-cli
Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more. Also supports plugin and theme development with commands to reload plugins, run JavaScript, capture errors, take screenshots, and inspect the DOM. Use when the user asks to interact with their Obsidian vault, manage notes, search vault content, perform vault operations from the command line, or develop and debug Obsidian plugins and themes.
obsidian-markdown
Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. Use when working with .md files in Obsidian, or when the user mentions wikilinks, callouts, frontmatter, tags, embeds, or Obsidian notes. Use when editing notes on my personal website.
Use when tasks involve reading, creating, or reviewing PDF files where rendering and layout matter; prefer visual checks by rendering pages (Poppler) and use Python tools such as `reportlab`, `pdfplumber`, and `pypdf` for generation and extraction.
playwright-interactive
Persistent browser and Electron interaction through `js_repl` for fast iterative UI debugging.
review-find-bugs
Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.
review-receiving-code-review
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
screenshot
Use when the user explicitly asks for a desktop or system screenshot (full screen, specific app or window, or a pixel region), or when tool-specific capture capabilities are unavailable and an OS-level capture is needed.
security-best-practices
Perform language and framework specific security best-practice reviews and suggest improvements. Trigger only when the user explicitly requests security best practices guidance, a security review/report, or secure-by-default coding help. Trigger only for supported languages (python, javascript/typescript, go). Do not trigger for general code review, debugging, or non-security tasks.
security-review
Use when asked for a security audit/review or vulnerability hunt (injection, XSS, authn/authz, crypto, SSRF, secrets) and report only high-confidence exploitable findings.
security-threat-model
Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Markdown threat model. Trigger only when the user explicitly asks to threat model a codebase or path, enumerate threats/abuse paths, or perform AppSec threat modeling. Do not trigger for general architecture summaries, code review, or non-security design work.
slides
Create and edit presentation slide decks (`.pptx`) with PptxGenJS, bundled layout helpers, and render/validation utilities. Use when tasks involve building a new PowerPoint deck, recreating slides from screenshots/PDFs/reference decks, modifying slide content while preserving editable output, adding charts/diagrams/visuals, or diagnosing layout issues such as overflow, overlaps, and font substitution.
spreadsheet
Use when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`) with formula-aware workflows, cached recalculation, and visual review.
web-next-best-practices
Next.js best practices - file conventions, RSC boundaries, data patterns, async APIs, metadata, error handling, route handlers, image/font optimization, bundling. Use this skill when writing or reviewing Next.js code to ensure it follows established best practices for performance, maintainability, and correctness. Refer to the linked reference docs for detailed rules and examples in each area.
copywriting
When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this copy," "rewrite this page," "marketing copy," "headline help," or "CTA copy." For email copy, see email-sequence. For popup copy, see popup-cro.
humanizer
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writing-precise-english
Use when rewriting copy, UI text, product language, docs, or messages that sound corporate, bloated, cutesy, slangy, overly casual, or mentally cheap; also use to replace lexical slop with crisp standard English.
writing-skills
Use when creating/editing/verifying skills or `AGENTS.md` agent-instruction docs, especially when routing, trigger wording, or dense constraint-preserving language needs adjustment.
debugging-output-and-previewing-html-using-ray
Use when user says "send to Ray," "show in Ray," "debug in Ray," "log to Ray," "display in Ray," or wants to visualize data, debug output, or show diagrams in the Ray desktop application.
livewire-development
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pest-testing
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tailwindcss-development
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upstash/vector TypeScript SDK Skil
Provides quick-start guidance and a unified entry point for Vector features, SDK usage, and integrations. Use when users ask how to work with Vector, its TS SDK, features, or supported frameworks.
LinkedIn integration for reading feed, profiles, connections, search results, and messages using browser automation
changelog
Create changelog files for important commits in a PR
code-review
Automated code review for pull requests using multiple specialized agents
docstring
Document a Python module and its classes using Google style
pr-description
Update a GitHub PR description with a summary of changes
pr-submit
Create and submit a GitHub PR from the current branch
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