Skills
97,222 packaged capabilities and playbooks for agents. Install any of them with one command.
Productivity
Formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions, measurements, and preregistration-ready analysis plans. Use when turning observations or preliminary findings into transparent, testable research plans without treating hypotheses as facts.
Ranks any list of impediments and their countermeasures using a value-stream scoring model (ROI, Cost to Implement, Ease of Deployment, Risk Factor) and a fixed prioritization formula. Use when someone asks to prioritize, rank, sequence, or triage impediments, countermeasures, remediation items, risks, findings, gaps, action items, or backlog entries; or mentions value-stream prioritization, A3 / lean countermeasure ranking, ROI vs. effort scoring, or building a remediation / improvement backlog. Works with GHQR findings, audit results, retrospective action items, risk registers, architecture review gaps, or any free-form `{impediment, countermeasure}` list.
Generates a comprehensive learning graph from a course description, including 300-600 concepts with dependencies, taxonomy categorization, and quality validation reports. Use this when the user wants to create a structured knowledge graph for educational content.
Verify the authenticity of literature references and detect hallucinations in both English and Chinese (中文) sources. Use when users need to check if a citation is real, verify a DOI, confirm a paper/article/book exists, cross-check author-title-journal-year metadata, detect fabricated references, validate URLs of online articles, or audit a reference list for accuracy. Covers journal papers, conference papers, preprints, books, monographs, newspaper articles, magazine articles, web articles, dissertations, government documents, and any other published works. Supports Chinese academic databases including CNKI (知网), Wanfang (万方), CQVIP (维普), Baidu Scholar (百度学术), and core journal list verification (北大核心, CSSCI, CSCD).
Automatically generates meeting minutes in French from a Teams transcript (.vtt) and optionally an attendance report (.csv). Then optionally offers to create GitLab/GitHub follow-up issues from the minutes. Agnostic by default, with an auto-detected enriched mode for the hexagone-monorepo project. Use when the user provides one or two Teams file paths in the prompt and asks to generate minutes.
Charlie Munger’s mental frameworks and communication style. Based on in-depth research across 50+ sources, including Poor Charlie’s Almanack, Berkshire/Daily Journal shareholder meetings, USC/Harvard speeches, interviews, and external critiques, it distills 5 core mental models, 8 decision heuristics, and a complete communication DNA. Use as a thinking advisor to analyze problems, review decisions, and provide feedback from Munger’s perspective. Trigger when the user mentions “from Munger’s perspective,” “what would Munger think,” “Munger mode,” or “munger perspective.” Also applies to reviewing investment decisions, checking for cognitive biases, interdisciplinary thinking, and practicing inversion. Can also be triggered by prompts such as “think backwards,” “what cognitive biases are involved,” “Lollapalooza effect,” “circle of competence,” or “what is the incentive structure?” Do not trigger for general questions such as “is this decision sound?” or “help me find blind spots”; activate only when Munger’s core methods, such as inversion, cognitive biases, or interdisciplinary analysis, are involved.
Programmatic access to Google NotebookLM via the notebooklm-py CLI and Python API. Use this skill whenever the user wants to create notebooks, add sources (URLs, YouTube, PDFs, files), generate audio overviews/podcasts, videos, slide decks, quizzes, flashcards, infographics, reports, mind maps, or data tables from their research materials. Also use when the user mentions NotebookLM, wants to turn documents into podcasts, generate study materials, or automate any NotebookLM workflow — even if they don't explicitly say "NotebookLM". Triggers on: podcast from documents, audio overview, NotebookLM, notebook research, generate quiz from PDF, flashcards from notes, study materials, deep dive audio.
Find academic papers across up to 8 sources (OpenAlex / Semantic Scholar / CrossRef / PubMed / arXiv for English, OpenReview for AI venues, plus native-Chinese retrieval via NSSD 国家哲社文献中心 + yiigle 中华医学期刊) with adjustable depth — Quick scan (5 min) to Audit prep (3 hr). Use when the user wants to find papers, run a literature search, gather references, scope a research topic, search Chinese-language / 中文原生 literature (中文文献/中文核心/CSSCI/C刊/国内研究/国内文献/中华××期刊/心理学报/经济研究), or filter results by journal tier (中科院分区/一区/几区, Q1, JCR/SJR quartile, 影响因子/impact factor, 期刊分区, 顶刊/top journal, '按分区筛'), or export paste-ready professional search strategies / 检索式 for external databases (PubMed / WOS / Scopus / Embase / 知网 CNKI / 万方 / SinoMed — '写检索式', '导出检索式', 'WOS 检索式', '知网专业检索', 'search strategy', 'boolean search strategy'). Triggers on search verbs ('find papers', 'literature search', 'papers about X'), review types ('scoping review', 'systematic review', 'SR prep', 'literature review', 'lit review', 'help me write a lit review'), Chinese ('找文献', '找论文', '论文搜索', '学术检索', '文献检索', '文献综述', '综述前期', '求文献', '中文文献', '中文核心', 'CSSCI', 'C刊', '国内研究', '找中文的'). Outputs Shadcn HTML report + BibTeX/RIS/CSV + PRISMA-S log. Do NOT use for: concept explanations ('what is X' / 'X 是什么', e.g. '影响因子怎么算'), writing ('帮我写' / 'help me write a paragraph'), single-paper interpretation or PDF download with metadata (use paper-downloader-portable), or when the user already has a literature set (use literature-set-review).
Simple Pomodoro timer for focused work sessions with session tracking and productivity analytics. Use when users request focus timers, ask about productivity patterns, or want to track work sessions over time. Demonstrates the System Skill Pattern (CLI + SKILL.md + Database).
Install and use Perplexity's pplx CLI for live web search and query-relevant page snippets from the terminal. Use to search the web, look up current information or news, get query-relevant excerpts from specific URLs, or install and authenticate the pplx command.
Assist with core product management activities including writing PRDs, analyzing features, synthesizing user research, planning roadmaps, and communicating product decisions. Use when you need help with PM documentation, analysis, or planning workflows that integrate with your codebase.
Mechanism-level read path for a remindb MCP server — MemoryTree (orient), MemorySearch/MemoryFetch/MemoryFetchBatch (look up), MemoryDelta/MemoryDiff (resync), MemoryRelated (traverse), MemoryStats/MemoryHistory (inspect), passive remindb:// resources. Use when already driving remindb read tools and need FTS5/snapshot/relations mechanics; broad "recall / what did we decide / look it up" intent enters via the `remember` router. Pair with `memorize` for writes.
Publish a user-approved file or folder as a live website or shareable URL with sharenow. Also use when the user explicitly asks to keep or retrieve files in their private sharenow Drive, collaborate through a Channel, deploy an approved lightweight Fullstack app, or map a public GitHub repository in Codegraph. Trigger on requests such as "publish this", "put this online", "share this as a website", "give me a URL", or "save this to my sharenow Drive". Do not publish a repository, home directory, or current working directory unless the user explicitly identifies that exact target.
Tmux workspace manager — invoke to set up workspace layout, manage panes, or update MOTD status. Creates layout presets (review, browse, focus), opens editor/browser/shell panes, and runs an animated MOTD status panel. Use when the user says 'set up workspace', 'open layout', 'start MOTD', 'split pane', 'open file browser', or 'open review pane'. Only activates in tmux sessions.
Fetch and save WeChat Official Account articles with full content and images. Supports any WeChat article URL, automatic image download, JSON export, and full-page screenshots. Use when you need to archive, save, or analyze WeChat Official Account articles.
Discover your actual workflow through conversation or observation, then generate a tailored skills bundle that encodes it as loadable agent skills with trigger conditions. Use when you want to understand your own process, formalize it, or share it with collaborators. Also use when a session feels aimless — this skill gives it structure. Do not use this skill for unrelated requests; route to the nearest named specialist.
Search and download books from Z-Library and Anna's Archive. Use when user wants to find, search, download, or look up books, papers, or ebooks. Trigger phrases include "find book", "search book", "download book", "找书", "下载书籍", "搜书", "book search", "zlibrary", "anna's archive".
Operate and extend barretlee/agent-pulse, the evidence-backed AI industry intelligence system: inspect source catalog and lifecycle, collect and normalize signals, bind evidence, cluster Events, evaluate system health, generate Scout hypotheses, export the privacy-safe public site, and verify release gates. Use when the user asks to run, configure, debug, extend, or explain Agent Pulse, its collectors, Control Room, narratives, Scout, or GitHub Pages output. Triggers on: agent-pulse, Agent Pulse, evidence-backed intelligence, source catalog, signal collection, Event clustering, source audit, Scout opportunity, public export, weekly brief, or AI industry intelligence pipeline.
Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management, and velocity tracking. Use for story writing, sprint planning, stakeholder communication, and agile ceremonies
Search scientific papers and retrieve structured experimental evidence extracted from full-text studies via the BGPT MCP server (`search_papers`, plus `lookup_paper` by DOI), returning 25+ fields per paper (methods, results, sample sizes, quality scores, limitations, conclusions). Use when running a literature review or evidence synthesis, or when needing experimental details (sample sizes, effect sizes, methods, quality scores) that abstracts alone do not provide. Part of the AlterLab Academic Skills suite.
Orchestrates the full academic research pipeline (research, write, integrity check, review, revise, re-review, re-revise, final integrity check, finalize), coordinating alterlab-deep-research, alterlab-paper-writer, and alterlab-paper-reviewer into a seamless 10-stage workflow with mandatory integrity verification, two-stage peer review, and reproducible quality gates. Use when the request mentions academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end paper, research-to-publication, or complete paper workflow. Part of the AlterLab Academic Skills suite.
Access USPTO patent and trademark data through the Open Data Portal (ODP) APIs — Patent File Wrapper search, examination history (the PEDS successor), continuity, assignments, office actions, PTAB decisions — and trademark status via TSDR. Use when searching patents or trademarks, conducting prior art searches, retrieving patent examination or assignment records, or doing intellectual property (IP) analysis. Part of the AlterLab Academic Skills suite.
Create, configure, and monitor AutoDiscovery runs — either via the hosted service (`asta autodiscovery`) or via the local CLI (`asta-autodiscovery`). Use when the user asks about their runs, experiments, discoveries, wants to check status, or wants to start a new discovery run.
Biology subject expertise for study notes, problem-solving, and explanations. Covers cell biology, genetics, ecology, anatomy, and evolution. Provides diagrams, processes, and classification systems. Use when studying biology topics, creating biology notes, or explaining biological concepts. Triggers - biology help, cells, genetics, DNA, evolution, ecology, anatomy, organisms.
Operational playbook for running cold email continuously. Prescribes what to do on Monday / Wednesday / Friday / biweekly / monthly / quarterly. Use this as your ongoing cadence once your first campaign is live. What separates hobbyist from top 1% operators isn't tooling — it's consistency. This skill is the schedule.
When the user wants to plan their YouTube publishing schedule, batch content, balance content pillars, or design a content calendar. Also use when the user says 'plan my content,' 'build a content calendar,' 'what should I publish this week,' 'batch planning,' 'content schedule,' 'publishing cadence,' 'what videos should I make next.' For generating specific video ideas, see idea-generation. For content pillar design, see channel-strategy.
Musk's thinking operating system. Based on in-depth research into biographies, podcasts, posts, court testimony, decision records, and external criticism, it distills 5 core mental models, 8 decision heuristics, and a complete expression DNA. Use as a thinking advisor to analyze problems, review decisions, break down cost structures, and challenge industry assumptions from Musk's perspective. Use when users say “from Musk's perspective,” “what would Musk think,” “Musk mode,” “Musk perspective,” or “elon perspective.” It may also be triggered by questions such as “Is this cost reasonable?”, “Think from first principles,” “What is the idiot index?”, “the five-step algorithm,” or “Can we vertically integrate?” Do not trigger for general questions like “Can this be faster?” or “Is this process necessary?”—activate only for Musk's core methods, such as cost breakdowns, first principles, and aggressive iteration.
Generate mindmaps with Felo Mindmap API in Claude Code. Use when users ask to create/make/generate mindmaps, mind maps, or thinking maps, or when explicit commands like /felo-mindmap are used. Handles API key check, mindmap creation with various layouts, and final mindmap_url output.
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.