Skills
96,981 packaged capabilities and playbooks for agents. Install any of them with one command.
Productivity
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
Use when maintaining a durable Markdown knowledge store that agents compile from sources, when every number or quote in a wiki page must trace back to an immutable source, or when compiled pages need cheap drift detection against the code they describe. Teaches the raw/wiki/archive layout, per-claim provenance links, and git fingerprints for zero-token staleness checks.
Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation. Use when the user asks to fact-check, verify information, validate claims, check accuracy, or update outdated information in documents. Supports AI model specs, technical documentation, statistics, and general factual statements.
Surface the 20 most relevant stories in a niche from the last 7 days using available live research tools. Verified dates, real links, shareable angles. Use available browser or web search tools to inspect dated source material. Use this skill whenever the user says "research my niche", "what's trending", "find stories", "this week's news", "content research", or drops a niche and asks what's happening in it. Requires live source access for current research.
Design meeting rhythms, metric reporting, quarterly planning, and decision-making velocity for scaling companies. Use when decisions are slow, planning is broken, the company is growing but alignment is worse, or leadership meetings consume all time without producing decisions.
Read Discord for financial research through opencli connected to the Discord desktop app: servers, channels, members, recent messages in the active channel, and message search. Use this skill whenever the user wants to check their Discord, list servers or channels, read or search messages in trading, crypto, or market communities, or gauge what a Discord community is saying about a ticker or coin. Read-only: it cannot send, react, edit, or delete messages.
Generate a high-quality deep-reading note for a single paper and write it into an Obsidian-style vault. Use when the user gives a paper title, DOI, URL, arXiv ID, Zotero item, or local PDF and wants a polished Markdown note with strong structure, evidence-based analysis, and figure placeholders.
Transforms raw meeting transcripts into structured, evidence-based meeting minutes — merges multiple versions without losing content, reviews existing minutes against the transcript for missing items, and identifies anonymous speakers (Speaker 1/2/3, 发言人1). Triggers on 会议纪要, 会议记录, 整理纪要, 妙记转纪要, "write meeting minutes", "merge these minutes". Not for fixing ASR/STT errors first (use transcript-fixer).
Use this skill when the user wants to send or fetch files through an Xdrop server from the terminal, asks to automate encrypted Xdrop share-link workflows, provides an Xdrop `/t/:transferId#k=...` link to download and decrypt locally, or needs Xdrop CLI flags such as `--quiet`, `--json`, `--expires-in`, `--output`, or `--api-url`, even if they do not explicitly mention the skill name.
Help users build relationships with mentors and sponsors for career growth. Use when someone is looking for career guidance, wants to find a mentor, needs an advocate at work, is trying to build their professional network, or asking how to get advice from senior leaders
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging. Use when the task is to find, screen, synthesize, and cite a body of academic or technical literature.
This skill should be used when the user asks about Central Station threads, community discussions, support questions, feature requests, or wants to search Railway's community knowledge base. Use for queries like "search central station", "find threads about", "what are people asking about", "recent support threads", or "central station topics".
Recall protocol for MemPalace — search the palace before answering about past work, people, projects, or prior decisions. Apply when the user asks what was decided, what happened before, who someone is, what was discussed last time, or anything that may already be filed in their memory palace; or when mempalace-recall is invoked. Complements the mempalace setup skill and requires the mempalace-mcp server.
Call Exa Search directly with cURL or raw HTTP. Use when an agent needs Exa semantic web retrieval from POST /search without an SDK, including ranked results, domain or category filters, freshness-aware result content, highlights or text extraction, structured output, or streaming search responses
OpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and language identification. Six model sizes from tiny (39M params) to large (1550M params). Use for speech-to-text, podcast transcription, or multilingual audio processing. Best for robust, multilingual ASR.
AI Native Camp Day 4 Wrap & Analyze + content digestion. Build the session-wrap skill, analyze sessions with history-insight and session-analyzer, and experience a content digestion pipeline. Use for requests mentioning "4일차", "Day 4", "wrap", "세션 분석", "session wrap", "세션 래핑", "fetch", or "콘텐츠".
Fetch existing YouTube transcripts/subtitles or archive spoken video content as text, and download YouTube videos/audio or HLS streams (m3u8) with yt-dlp and ffmpeg. Use for transcript/subtitle retrieval, text-first video archiving, video/audio downloads, protected streams with authentication headers, and download failures including nsig, 403, or browser-cookie issues.
This skill provides reference guidance for citation verification in academic writing. Use when the user asks about “citation verification best practices,” “how to verify references,” “preventing fake citations,” or needs guidance on citation accuracy. This skill supports ml-paper-writing by providing detailed verification principles and common error patterns.
Board meeting preparation for the adversarial scenario, not the friendly one. Forces numbers-cold mastery, anticipates hard questions, builds a narrative that acknowledges weakness without losing the room. Use when preparing for a board meeting, an investor update, fundraising presentation, or any high-stakes adversarial review where every number must live in your head not just on a slide.
Pre-mortem plan analysis. Imagine the plan failed 12 months from now and work backwards to find the weaknesses. Surfaces assumptions, dependencies, and execution risks before committing resources. Use before significant resource commitments, before presenting to a board or investors, when feedback has been one-sidedly positive, or when there is pressure to move fast and figure it out later.
Produces structured judgment briefs for contested situations — news events, decisions, conflicts, strategy questions. Surfaces hidden bets, real disagreements, unspeakable truths, and who concretely pays. Use when the user wants sharper thinking about something messy, not a summary
When catching up on an unfamiliar field, start with general terms to identify the field's terminology, key people, and venues (societies, journals, personal blogs, videos, repositories, directories). Follow citations, links, and authors from one source to the next until you find the original material you need (papers, personal articles, or video subtitles); save it verbatim, without summarizing, to ~/research/{話題}/sources/. Add to map.md each week with terms, people, venues, and source texts, and stop when all needed claims have original sources or the search is saturated. In watch mode, fetch new posts via RSS from venues in map.md (Qiita and Zenn tags, note, YouTube, blogs, arXiv) and list them with the opening of each source. Use for: “trace the sources,” “I want to catch up on this field,” “dig in from the field's terminology and people,” “look for papers or prior research,” “find the source so I can imitate existing technology,” “collect how skilled people do it,” “download the original,” “/imozuru,” “Is there research on X? I want the original,” “I know nothing; trace the field's development,” “I want to know what this community calls things and who is in it,” “check what's new in X,” “summarize this week's X articles,” “catch up,” “/imozuru watch,” “dig into this field,” “find the canonical papers on X,” “literature dive,” or “what's new in X this week.” Do not use for checking a single fact (year, existence, one specification—just search), finding documents on your local PC, or summarizing or explaining material you've read.
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.
Understand video content locally using ffmpeg frame extraction and Whisper transcription. No API keys needed. Use when: (1) Understanding what a video contains, (2) Transcribing video audio locally, (3) Extracting key frames for visual analysis, (4) Getting video content without API keys
Create a recurring daily UI inspiration capture. Use when the user asks to run, refresh, package, or validate dated UI inspiration bundles, especially for `articles/YYYY-MM-DD-ui-inspiration-capture/` outputs, Framer/Dribbble landing-page inspiration, motion-study screenshots or videos, AI-builder prompts, duplicate checking, or converting a project runbook into a repeatable workflow
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback. Use when evaluating academic or scientific work — papers, proposals, methods sections, or evidence quality — against a repeatable rubric.
Run any question, idea, or decision through a council of 5 AI advisors who independently analyze it, peer-review each other anonymously, and synthesize a final verdict. Based on Karpathy's LLM Council methodology. MANDATORY TRIGGERS: 'council this', 'run the council', 'war room this', 'pressure-test this', 'stress-test this', 'debate this'. STRONG TRIGGERS (use when combined with a real decision or tradeoff): 'should I X or Y', 'which option', 'what would you do', 'is this the right move', 'validate this', 'get multiple perspectives', 'I can't decide', 'I'm torn between'. Do NOT trigger on simple yes/no questions, factual lookups, or casual 'should I' without a meaningful tradeoff (e.g. 'should I use markdown' is not a council question). DO trigger when the user presents a genuine decision with stakes, multiple options, and context that suggests they want it pressure-tested from multiple angles.
For platform users (developers who build using workflow models on acomo). Covers standard use of the acomo CLI and public API (model retrieval, process operations, and authentication). Does not cover acomo's internal implementation. Refer to it when using the acomo CLI, operating workflows or processes, or checking model definitions.
Mao Zedong’s thinking framework: a cognitive operating system distilled from the five volumes of Selected Works of Mao Zedong, focusing on how Mao analyzed problems, developed strategies, and organized action. Core sources: On Contradiction, On Practice, On Protracted War, Analysis of the Classes in Chinese Society, A Single Spark Can Start a Prairie Fire, On Coalition Government, On the Correct Handling of Contradictions Among the People, and others. Core models: 7. Decision-making heuristics: 10. Triggers: “Mao Zedong,” “Selected Works of Mao,” “Teacher,” “analyze this the way Mao would,” “from the perspective of the Selected Works,” or “what would Teacher think?” Limitations: This Skill focuses on Mao Zedong’s analytical methodology and strategic thinking framework, for scenarios such as strategic analysis, organizational management, competitive strategy, and problem diagnosis. It does not evaluate specific political positions. Sources: volumes one through five of Selected Works of Mao Zedong, public speeches and letters, and poetry.
Create a skill for digesting AI Native Camp Day 5 content. Build and use the three skills fetch-tweet, fetch-youtube, and content-digest. Use for requests such as “Day 5,” “fetch,” “content skill,” “tweet skill,” “YouTube skill,” or “digest skill.”
Corrects ASR/STT transcription errors — homophones, garbled terms, person-name errors, mixed Chinese/English — with dictionary rules plus Claude's built-in AI, no external API key required. Use to clean meeting notes, lecture transcripts, interviews, or speech-recognition text, even when the user only says “fix this transcript”. Not for structuring a clean transcript into minutes (use meeting-minutes-taker).
Interactively create, install, activate, and verify custom claude-mem modes, including domain-specific observation types, concept tags, optional Telegram alerts, bot setup, worker restart, and startup-context verification. Use whenever someone asks to customize what claude-mem remembers, create or change a mode, track domain-specific notes, add observation types or tags, or send Telegram notifications for particular memories—even if they do not use the word “mode”
Keeps HubSpot up to date without the owner opening it: creates and updates contacts and deals from email and calendar context, logs notes and calls, and flags stale records. The “stop doing data entry” skill. Use when the user asks to update the CRM, log a call, clean up HubSpot, or add context to a deal.
Draft and review professional emails that match your personal writing style. Analyzes your sent emails for tone, greeting, structure, and sign-off patterns via WorkIQ, then generates context-aware drafts for any recipient. USE FOR: draft email, write email, compose email, reply email, follow-up email, analyze email tone, email style.
Yunqi Conference discovery and planning Skill. Query the agenda and exhibition information; recommend and compare sessions and exhibitors/booths based on Agent goals; answer introductory questions about the conference theme, highlights, and venues using the conference guide; and answer attendee service questions about transportation, accommodation, dining, and tickets using the attendee guide. Use for scenarios such as “check the conference agenda,” “find exhibition information,” “recommend sessions,” “compare exhibitors/booths,” “plan an attendance route,” “conference highlights,” “conference introduction,” “transportation/accommodation/dining,” and “tickets/check-in.” The data source is the yunqi subcommand of qianwen CLI (API retrieval preferred, with the static conference guide and attendee guide as supplements). Public, read-only, and performs no write operations.
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.