学术
学术写作、研究与引用
pdf-harvester
mindmorass
Extract text and data from PDF documents
etsy-keyword-research
mmcmedia
Deep Etsy keyword research for digital products. Use when researching keywords for Etsy listings, finding profitable niches, analyzing search volume and competition, or optimizing listing tags. Produces actionable keyword lists with search volume estimates, competition scores, and strategic recommendations.
academic-writing-cs
SipengXie2024
Comprehensive toolkit for writing high-quality computer science research papers (conference, journal, thesis). Provides narrative construction guidance, sentence-level clarity principles (Gopen & Swan), academic phrasebank, CS-specific conventions, and section-by-section quality checklists. Use when assisting with academic paper writing, revision, or structure planning across all stages from drafting to submission.
pricing-strategy
fefogarcia
"When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' or 'monetization.' This skill covers pricing research, tier structure, and packaging strategy."
Adversarial Review Skill
mmcmedia
Max 2 revision cycles (avoid infinite loops)
swarm
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
wilddeer
Research, discuss, and write specs. Use this when creating or refining specs.
content-research-writer
ashleytower
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
App Opportunity Research Skill
mmcmedia
Validated with McKinzie's feedback: audience-building advantage, 5% conversion assumption, focus on real pain over perfect fit
Pre-Mortem Framework
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
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.
research
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.
infinite-gratitude
Vampticsoda
Multi-agent research that keeps bringing gifts back — like cats! Dispatch multiple agents to research a topic in parallel, compile findings, and iterate on new discoveries.
best-practices-researcher
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
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
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
mindmorass
Patterns for ingesting knowledge into vector databases and RAG systems
data-fetch
lukeslp
Fetch and aggregate data from 17 external APIs including Census, arXiv, NASA, Wikipedia, PubMed, and GitHub.
workspace-manager
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"
fomolt
fomolt-app
Agentic trading on Base & Solana — paper trade or live trade tokens on-chain via CLI
mixseek-prompt-builder
drillan
MixSeekのプロンプトビルダー設定ファイル（prompt_builder.toml）を生成します。「プロンプトを設定」「プロンプトビルダーを作成」「ラウンド別プロンプト」といった依頼で使用してください。
researching-codebases
cachemoney
Use when answering complex questions about a codebase that require exploring multiple areas or understanding how components connect - coordinates parallel sub-agents to locate, analyze, and synthesize findings
trading-agents
luohy15
Multi-agent stock analysis workflow
Thesis SOS
yuzhiboshuai63-eng
论文急救全能助手，支持中英文双语。八大核心功能：降重复率（深度）、降AI率（5级微度+AI移除）、 降重+降AIGC、AI率预测、论文格式学习与模仿改写、错别字检测与标注、学术英语核对与优化、 文献来源检测与标注。支持知网、维普、格子达、万方、PaperPass等11个主流检测平台。 特色功能：对比视图、智能改写幅度控制、学术性保护、毕业生专用工具集、论文质量全面审查。 典型触发场景：用户提到"论文急救"、"论文降重"、"降低重复率"、"降AI率"、"论文改写"、"降AIGC"、 "AI率预测"、"论文查重"、"重复率太高"、"论文格式修改"、"模仿改写"、"错别字检查"、 "学术英语"、"论文润色"、"文献检测"、"论文校对"、"grammar check"、"proofreading"等。