Academic
Academic writing, research, citations
deepen-plan
by carmandale
Enhance a plan with parallel research agents for each section to add depth, best practices, and implementation details
user-discovery-research
by pluginagentmarketplace
Master user research methodologies, customer interviews, persona development, and journey mapping. Understand customer problems deeply before building.
research-patterns
by mindmorass
Knowledge retrieval and research patterns using Qdrant for stored knowledge
spec
by doodledood
"Build requirements specification through structured discovery interview. Use when defining scope, gathering requirements, or specifying WHAT work should accomplish - features, bugs, refactors, infrastructure, migrations, performance, documentation, or any other work type. Triggers: spec, requirements, define scope, what to build."
deep-learning
by zjfls
根据学习主题和范围，搜集权威的书单、博客、网站、框架、论文等学习资料，支持论文自动下载
exa-research
by benjaminjackson
Use when the user mentions Exa research OR when the workflow benefits from complex, multi-step research and other exa-ai approaches are not yielding satisfactory results.
pdf-harvester
by mindmorass
Extract text and data from PDF documents
research-web
by doodledood
"Comprehensive multi-wave web research with strategic source selection. Gathers information from official docs, community resources, and advanced sources. Use for deep technical research, API documentation, best practices. Triggers: research web, deep research, comprehensive research, find documentation."
swarm
by lukeslp
"Parallel research and data gathering at scale using Manus's map tool. Use when: researching complex topics from multiple angles, gathering information across many entities in parallel, conducting competitive analysis, collecting data from multiple sources simultaneously, or any task that benefits from throwing many parallel workers at a problem."
spec-development
by wilddeer
Research, discuss, and write specs. Use this when creating or refining specs.
grammar
by williacj
Use when users explicitly request grammar checking, spelling correction, proofreading, or style editing of ANY written content - sermons, sermonettes, devotionals, blogs, academic papers, or book chapters. Specializes in US English and theological writing styles.
Pre-Mortem Framework
by Coowoolf
Instead of waiting for a post-mortem after failure, imagine the project has already failed spectacularly and work backward to uncover hidden risks. Use before kicking off any major initiative, product launch, or high-stakes project.
research-first-principle-deconstructor
by Xuanxuana1
Rigorous Socratic interrogator and research architect that helps researchers overcome incremental thinking by applying First Principles analysis. Use when a researcher presents a research problem, proposed methodology, draft idea, or scientific hypothesis and wants to expose hidden assumptions, identify fundamental physical/mathematical constraints, generate unconventional radical alternatives, or deepen mechanistic understanding through probing questions. Triggers on phrases like "I want to improve X by doing Y", academic research brainstorming, scientific hypothesis generation, or any request to stress-test, challenge, or deconstruct a research idea. Do NOT trigger for pure literature reviews, writing assistance, or non-research tasks.
web-research
by doodledood
"Conduct structured web research with hypothesis tracking. Synthesizes information from multiple sources into actionable findings. Use for technical research, API docs, best practices. Triggers: web research, look up, search for, find documentation."
research
by wollfoo
Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable. Sử dụng khi: nghiên cứu, tìm hiểu, khám phá, học về, tài liệu.
user-research
by pluginagentmarketplace
User research methods, customer insight gathering, and problem validation for product discovery.
plan
by doodledood
"Create implementation plans from spec via iterative codebase research and strategic questions. Produces mini-PR plans optimized for iterative development. Use after $spec or when you have clear requirements. Triggers: plan, implementation plan, how to build."
best-practices-researcher
by carmandale
Researches and synthesizes external best practices, documentation, and examples for any technology or framework. Use when you need industry standards, community conventions, or implementation guidance.
daily-ai-news
by Laurent-Zhu
"Aggregates and summarizes the latest AI news from multiple sources including AI news websites and web search. Provides concise news briefs with direct links to original articles. Activates when user asks for 'today's AI news', 'AI updates', 'latest AI developments', or mentions wanting a 'daily AI briefing'."
planning
by wollfoo
Use when you need to plan technical solutions that are scalable, secure, and maintainable. Create implementation plans, architecture designs, feature roadmaps. Sử dụng khi cần lên kế hoạch, thiết kế kiến trúc, phân tích tính năng, đề xuất giải pháp, roadmap.
knowledge-ingestion-patterns
by mindmorass
Patterns for ingesting knowledge into vector databases and RAG systems
reference-generator
by vishalsachdev
This skill generates curated, verified reference lists for textbooks with level-appropriate resources (10 for junior-high, 20 for senior-high, 30 for college, 40 for graduate). References are formatted with links, publication details, and relevance descriptions. Use this skill when working with intelligent textbooks that need academic references, either book-level or chapter-level.
data-fetch
by lukeslp
Fetch and aggregate data from 17 external APIs including Census, arXiv, NASA, Wikipedia, PubMed, and GitHub.
workspace-manager
by falaky87
Workspace setup and organization assistant for ClawPad users. Triggers on: (1) First-time setup - "just set up ClawPad", "new workspace", "help me organize" (2) Project creation - "new project", "create folder structure" (3) Workspace maintenance - "reorganize", "clean up workspace", "where should I put" (4) Document creation - "create a plan", "new tracking doc", "start a runbook"