学术
学术写作、研究与引用
startup-validator
auldsyababua
Comprehensive startup idea validation and market analysis tool. Use when users need to evaluate a startup idea, assess market fit, analyze competition, validate problem-solution fit, or determine market positioning. Triggers include requests to "validate my startup idea", "analyze market opportunity", "check if there's demand for", "research competition for", "evaluate business idea", or "see if my idea is viable". Provides data-driven analysis using web search, market frameworks, competitive research, and positioning recommendations.
x
Zuttam
X (Twitter) community engagement and marketing. Use when user wants to: - Find relevant tweets and threads - Discover people and thought leaders to follow - Engage with X content (reply, post, quote tweet) - Track X engagement history - Research X marketing opportunities
hackernews
Zuttam
Hacker News community engagement and marketing. Use when user wants to: - Find relevant Hacker News discussions for their business - Engage with HN communities (comment, submit posts) - Discover trending topics and discussions on HN - Track Hacker News engagement history - Research HN marketing opportunities - Post to Ask HN or Show HN
Zuttam
LinkedIn community engagement and marketing. Use when user wants to: - Find relevant LinkedIn posts and discussions - Discover people and thought leaders to follow - Engage with LinkedIn content (comment, post) - Track LinkedIn engagement history - Research LinkedIn marketing opportunities
research-paper-writer
auldsyababua
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
lead-research
Zuttam
Research LinkedIn prospects to find personalization opportunities and ice breakers. Use when user wants to research a lead, personalize outreach, find ice breakers, or understand a prospect better. Can be invoked with linkedin_url, lead_name, or campaign_id.
websearch-deep
thomasholknielsen
"ChatGPT-style deep research strategy with problem decomposition, multi-query generation (3-5 variations per sub-question), evidence synthesis with source ranking, numbered citations, and iterative refinement. Use for complex architecture decisions, multi-domain synthesis, strategic comparisons, technology selection. Keywords: architecture, integration, best practices, strategy, recommendations, comparison."
Zuttam
Instagram community engagement and marketing. Use when user wants to: (a) Find relevant Instagram posts and accounts in their niche; (b) Engage with Instagram content (comment, follow); (c) Discover hashtags, influencers, and accounts to engage with; (d) Track Instagram engagement history; (e) Research Instagram marketing opportunities.
Zuttam
Reddit community engagement and marketing. Use when user wants to: (a) Find relevant Reddit threads for their business; (b) Engage with Reddit communities (comment, post); (c) Discover subreddits where their audience hangs out; (d) Track Reddit engagement history; (e) Research Reddit marketing opportunities.
multi-agent-research
auldsyababua
Apply Anthropic's production multi-agent research patterns for complex research tasks. Use when research involves multiple independent dimensions, requires synthesis across many sources, or needs parallelization for speed. Includes query complexity assessment, parallel execution, progressive search refinement, thinking strategies, and findings compression.
optimizing-geo-visibility
amogha-dalvi
Use when the brand is invisible in AI search engines like ChatGPT, Perplexity, or Gemini, when competitors are cited in AI responses but your product is not, when AI models describe your product inaccurately, or when entering a new category where AI recommendations influence buyer decisions. Use when no AI visibility monitoring exists.
academic-deep-research
MarjorieBroad
Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native SkillBoss platform tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.
execute
benredmond
Orchestrator that runs the full APEX workflow (research → plan → implement → ship) in a single session. Use for tasks you want to complete without context switches.
review-plan
benredmond
Advisory plan review - validates plan correctness and identifies gaps before implementation. Works on any task with research and plan sections.
lead-research-assistant
Crumbgrabber
Identifies high-quality leads for your product or service by analyzing
SKILL.md — Paper2Protocol Skill Definition
ChrisLou-bioinfo
🦞 Claw (AI Research Assistant)
content-research-writer
Crumbgrabber
Assists in writing high-quality content by conducting research, adding
plan
benredmond
Architecture phase (ARCHITECT) - transforms research into rigorous technical architecture through 5 mandatory design artifacts. Interactive and iterative.
research
benredmond
Intelligence gathering phase - spawns parallel agents to analyze codebase, patterns, git history, and web research. Creates or updates task file with findings.
5d-tasks
tapania
"Break gap analysis into sequenced, actionable tasks. Use when: (1) After GAP ANALYSIS phase in 5D-SDD workflow, (2) User is ready to start implementation, (3) Gaps are identified but not yet organized into work items, (4) User asks for 'task list,' 'breakdown,' or 'what to do first.' This phase creates the implementation roadmap."
ctx:help
Shakes-tzd
Help users discover Contextune capabilities and understand how to use natural language commands. Use when users ask about Contextune features, available commands, how to use the plugin, or what they can do. Activate for questions like "what can Contextune do?", "how do I use this?", "show me examples", "what commands are available?"
ctx:researcher
Shakes-tzd
Efficiently research topics using parallel agents via Contextune's /ctx:research command. Use when users ask to research, investigate, find information about topics, compare options, or evaluate libraries/tools. Activate for questions like "research best X", "what's the best library for Y", or "investigate Z".
research-extract
katyella
Ingest and analyze content from YouTube, podcasts, blogs, PDFs, and audio files. Extract structured insights using parallel agent teams. Generate Show Notes and Cheat Sheet HTML variants. Use /research-extract when you want to analyze any content source and extract key insights, quotes, themes, challenges, solutions, frameworks, and external resources.
pandoc
cadrianmae
Automatically assist with Pandoc document conversions when user mentions converting markdown to PDF/DOCX/HTML or other formats. Validate YAML frontmatter, check dependencies (bibliography, images), and provide format-specific conversion guidance. Use when user asks about citations, academic papers, presentations, or document generation from markdown.