Skills
96,981 packaged capabilities and playbooks for agents. Install any of them with one command.
Productivity
Structured data research: search sources, extract structured data, archive raw sources, maintain canonical tracker pages, and deduplicate. Parameterized via YAML recipes for investor updates, donations, company updates, or any email-to-structured-data pipeline.
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.
Use the `redmine` CLI to interact with Redmine. Activate when the user asks to create, list, update, close, or search issues, epics, or subtasks; log or view time entries; read or edit Redmine wiki pages; manage versions or memberships; query projects, users, or groups; or perform any Redmine project management task. Also activate when the user says “redmine,” “issue,” “ticket,” or “time entry,” pastes a Redmine URL (e.g. `.../issues/123`), or references Redmine workflows.
Integrates with Atlassian products to manage project tracking and documentation via MCP protocol. Use when querying Jira issues with JQL filters, creating and updating tickets with custom fields, searching or editing Confluence pages with CQL, managing sprints and backlogs, setting up MCP server authentication, syncing documentation, or debugging Atlassian API integrations.
Business processes (bizproc) — CBPDocument, Starter, custom activities and triggers in /local/activities, template rights. Use for approvals, document workflows, robots/activities, starting or stopping workflows from PHP, or bizproc agents.
Persistent Obsidian-based memory for coding agents. Use at session start to orient from a knowledge vault, during work to look up architecture/component/pattern notes, and when discoveries are made to write them back. Activate when the user mentions obsidian memory, obsidian vault, obsidian notes, or /obs commands. Provides commands: init, analyze, recap, project, note, todo, lookup, relate.
Cross-platform operating system automation and screen control toolkit. Use when users need screenshots, mouse/keyboard control, visual recognition, window management, browser automation, or desktop automation tasks. Supports macOS 12+ and Windows 10+. On macOS, uses AppleScript, pyautogui, and OpenCV. On Windows, uses pywinauto, pyautogui, and OpenCV (no Hammerspoon equivalent).
Spark a prairie fire: When starting from almost nothing, assess the conditions and choose one base area—a minimal foothold that can hold, be reused, and expand. Dig in, then grow step by step instead of scattering effort. Trigger for new projects, MVPs, pilots, daunting goals with no obvious first step, or busy work that accumulates nothing; skip when a solid base already exists or the task modifies an existing system.
Takes a manual business workflow description and designs the automated version. Maps current steps, handoffs, decision points, and bottlenecks. Designs automated flow with triggers, conditions, actions, and error handling. Outputs workflow-automation.md with before/after Mermaid diagrams, tool recommendations, implementation steps, and time savings estimate.
Syntax reference for Backlog notation (Backlog記法), one of the two per-project text formatting rules on Nulab Backlog — the other, and the default for new projects, is Markdown. Use when posting or editing formatted text on Backlog — issue descriptions (課題の説明), comments (コメント), wiki pages, pull requests — via the bee CLI or Backlog API; when converting Markdown to Backlog notation (Markdown から Backlog記法への変換); when asked how to write headings, bold, tables (表), checklists, colored text, links, or code blocks in Backlog記法; or when the project's rule is unknown (this skill shows how to check textFormattingRule first — text posted in the wrong rule renders as literal characters). Do not use for projects confirmed to use Markdown, for Markdown files outside Backlog, or for Backlog operations with no text to format (status changes, assignees, listing data).
Think like Intel's legendary CEO. Apply Andy Grove's management operating system to maximize your team's output through leverage, OKRs, and systematic decision-making. Use when: **Scaling a team** when individual contribution isn't enough; **Performance management** to measure and improve output; **Meeting optimization** to make meetings productive; **Decision-making** in management contexts; **New manager transition** from individual contributor
Define, track, and analyze product metrics with frameworks for goal setting and dashboard design. Use when setting up OKRs, building metrics dashboards, running weekly metrics reviews, identifying trends, or choosing the right metrics for a product area
Universal fallback for executing actions across 1,000+ apps when no other skill is available. Use this skill ONLY when the user requests an action on an app/service not covered by other skills (e.g., Notion, Asana, Trello, HubSpot, Airtable, Linear, Monday, Zendesk, Intercom, Stripe, Shopify, QuickBooks, Zoom, Microsoft 365, Dropbox, Box, Figma, Jira, Confluence, etc.). Do NOT use if another skill already handles the service. Triggers on requests to connect to external apps, execute actions on third-party services, or when user asks "can you actually do X" for an unsupported service.
Audits and improves project or workspace organization using constraint-first, project-neutral structure rules. Use when Codex needs to scan, reorganize, declutter, or decide where files belong in any app, library, service, data/ML project, infrastructure repo, docs/content project, automation repo, creative asset project, workspace folder, or mixed monorepo
Web search and content extraction with Tavily and Exa via inference.sh CLI. Apps: Tavily Search, Tavily Extract, Exa Search, Exa Answer, Exa Extract. Capabilities: AI-powered search, content extraction, direct answers, research. Use for: research, RAG pipelines, fact-checking, content aggregation, agents. Triggers: web search, tavily, exa, search api, content extraction, research, internet search, ai search, search assistant, web scraping, rag, perplexity alternative
Guide technical communication for software developers. Covers email structure, team messaging etiquette, meeting agendas, and adapting messages for technical vs non-technical audiences. Use when drafting professional messages, preparing meeting communications, or improving written communication.
Transform learning content (like YouTube transcripts, articles, tutorials) into actionable implementation plans using the Ship-Learn-Next framework. Use when user wants to turn advice, lessons, or educational content into concrete action steps, reps, or a learning quest.
In-depth A-share intelligence research and analysis tool supporting A-share investigations, competitor analysis, public opinion monitoring, background checks on individuals, and cross-validation of information, with structured investigation reports. Use when users need to investigate A-share companies, industries, or concepts; research competitors; track trending events; learn about a person's background; or verify information. Triggers: A-share intelligence, stock investigation, financial report analysis, concept tracking, capital flows, intelligence research, competitor analysis, public opinion research, background checks, information verification, multi-source search.
Read, summarize, and critically analyze an academic paper from a PDF, official HTML page, URL, or pasted full text. Use for requests such as "read this paper", "快速看懂", "精读论文", "analyze this paper", "paper summary", or strict paper critique. Produces evidence-traceable Markdown or a portable interactive HTML report at one complete, concise close-reading depth, with read-only inspection of authoritative source code when available and no reproduction run.
Synthesize answer from wiki; persist new insights as wiki entries. Trả lời kèm mục Evidence trích dẫn edge ID (eid) của các cạnh trong đồ thị wiki thật sự chống lưng kết luận — dùng khi cần biết "căn cứ nào", "trích dẫn cạnh nào", "đường đi trong graph", "cite evidence".
Turns a full inbox into a short, ranked list of what actually needs the owner. Reads the mail, sorts it into needs-you, drafted-and-waiting, and handled, writes replies in the owner's own voice, pulls out the action items and deadlines buried in long threads, files what is finished, and hands bills, leads, and scheduling requests to the skills that own them. Works from pasted or forwarded email text when no mailbox is connected. Use this whenever the owner mentions email at all — including "drowning in email," "I have 300 unread," "what emails need me," "go through my inbox," "clean up my email," "did I miss anything," "who am I supposed to get back to," "draft a reply to this," or "catch me up on my mail." Reach for it for one forwarded message as readily as for a whole morning's backlog.
Use this skill whenever the user wants to search for jobs in any location or market, find job listings, or look up a specific job posting — in any country, city, or remotely. Invoke for open positions, vacancies, and hiring across any sector or role (software, data, design, marketing, finance, legal, operations, etc.). The location is always supplied explicitly by the user. Trigger phrases: find a job, job search, search for jobs, job openings, vacancies, hiring, positions open, remote jobs, "are there any X jobs in <place>", look up this job posting.
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.
Use when the user wants to talk through work with Pipa or their current agent in a live voice huddle: Pipa Huddle, Pipa voice session, talk this through, walking work session, plan this by voice, voice call with my agent, or discuss this out loud. Starts a voice huddle with agent context and optional handoff. Do not use for audio brief generation, generic TTS, video meetings, Zoom/Meet bots, or realtime voice coding/permission approval.
Analyzes events through journalistic lens using 5 Ws and H, investigative methods, source evaluation, fact-checking, newsworthiness criteria, and ethical journalism principles. Provides insights on story angles, information gaps, credibility, public interest, and media framing. Use when: Breaking news, information verification, source analysis, story development, media criticism. Evaluates: Factual accuracy, source credibility, completeness, newsworthiness, bias, public interest.
End-of-week summary for a rep or leader — what closed, what moved, what slipped, and what's on deck Monday. Optionally drafts a chat post to the team channel. Use when the user says “weekly wrap”, “week in review”, “what happened this week”, or “Friday summary”.
Slack channel management, message fetching, searching, and AI categorization. Use this skill when searching Slack channels, reading messages, creating channels, or categorizing message content. Triggers on Slack-related operations, channel search, message history, or internal communications analysis
Open image shots (screenshots, snapshot baselines, montages, renders) in ONE macOS Preview window so the user can eyeball them. Use when the user asks to open / show / pull up / review shots in Preview or Finder, or right after producing visual artifacts the user should look at before signing off
Expert strategist managing project roadmaps, goals, milestones, and strategic direction. Tracks goal progress, ensures alignment, and provides strategic recommendations. Activates when planning roadmaps, setting goals, tracking milestones, or discussing strategic direction
Extract and analyze business descriptions and competitive landscape from SEC filings using Octagon MCP. Use when researching company business models, market positioning, competitive advantages, industry dynamics, and strategic focus areas from Item 1 disclosures.
Look up or search papers, authors, citations, and full-text snippets on Semantic Scholar. Use for fast, targeted queries about a paper, author, or specific named research artifact (benchmark, dataset, model, method, etc.) — not comprehensive reports
Use when the user asks for a BPMN diagram, swimlane diagram, business process map, or workflow diagram with roles/lanes and phases. Builds with the declarative layout engine using canonical mxgraph.bpmn stencils (events, gateways, typed tasks) in horizontal swimlanes (pool → lanes × phases), validates (BPMN semantic rules plus geometry), runs a render-based vision self-check. Default output is .drawio; PNG/SVG only on request.
Use whenever the user wants to interact with Figshare - searching public datasets/articles, downloading Figshare files, listing their own articles/collections/projects, creating or updating articles, or uploading files (including large multi-part uploads) via the Figshare v2 REST API. Trigger on mentions of "figshare", figshare DOIs (10.6084/m9.figshare.*), figshare.com URLs, or phrases like "upload my dataset to figshare", "publish to figshare", "get figshare article".
The closing beat of the day — every call processed or explicitly skipped, the CRM brought current, commitments captured, and tomorrow's top three teed up. Use when the user says "end of day", "close out my day", "process today's calls", "EOD", or on an evening schedule. Companion bookend to daily-briefing.
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.