Skills
96,770 packaged capabilities and playbooks for agents. Install any of them with one command.
Productivity
Unified deep research tool. Dual mode: Deep (Gemini Deep Research API, with planning and verification) / Lite (Gemini CLI quick draft). Supports the user providing ideas, materials and a discussion framework, and executes after confirming the outline over multiple rounds of conversation. Trigger scenarios: deep research/investigation/literature review/competitive analysis/industry report/quick research
Use gogcli for Google Workspace CLI operations (Drive/Sheets/Docs/Slides). Trigger when a user asks to check, list, search, export, read, or update Google files via gogcli; when a Google URL/ID needs parsing; when auth/account selection or safe read-only workflows are needed; or when troubleshooting gogcli access/errors. Do NOT load for: general file operations, non-Google cloud storage, or standard shell commands.
Use for any question about a codebase, its architecture, file relationships, or project content—especially when graphify-out/ exists, where the question should be treated as a graphify query first. Turns any input (code, docs, papers, images, videos) into a persistent knowledge graph with god nodes, community detection, and query/path/explain tools
Operate macOS via Hammerspoon, either one-off `hs -c` Lua (launch, quit, or focus apps and browser tabs; volume, wifi, caffeinate, alerts, clipboard) or persistent hotkeys, watchers, and menubar items in ~/.hammerspoon. Use when asked to control an app, tab, or Mac system state, keep the Mac awake, or write a Hammerspoon module. Not for web page content.
Menulis dan menyunting bahasa Indonesia sesuai konteks pembaca, tujuan, medium, serta EYD V. Gunakan untuk koreksi ejaan, parafrasa, penyuntingan, penjelasan kaidah, atau penyusunan naskah riset/akademik, cerita/puisi, komunikasi profesional, artikel populer, serta dokumentasi teknis dan teks antarmuka. Pertahankan fakta, tingkat kepastian, dan suara penulis; sesuaikan kedalaman revisi dengan permintaan.
Generate daily AI briefings from Andrej Karpathy's curated RSS sources. Use this skill when users want to: - Get a daily AI news digest from top-tier sources - Stay updated on AI research, engineering, and industry trends - Generate structured briefings from Karpathy's reading list
Capture a kenkeep node manually from the current session. Writes a new node directly under `.ai/kenkeep/nodes/`. The reviewer accepts by leaving the file in place and rejects by deleting it. Use when the user wants to record a project convention, gotcha, rationale, or named-thing into the project knowledge base
Curate pending session logs into kenkeep nodes by reading sessions in-host, drafting curator actions, then deduping and persisting via the kenkeep primitives. Resolves any surfaced contradictions interactively with the user. Use when the user wants to process accumulated session captures, or when the SessionStart nudge reports pending session logs
Personal knowledge base for Shapira family daily life. Use when querying or storing information about hotels, swim meet venues, travel logistics, restaurants, service providers, or any location-based preferences. Triggers on phrases like "remember this hotel", "where did we stay", "next time in [city]", "log this location", or references to past stays/visits.
Create, rewrite, check, and fix Markji card syntax content in Chinese for general users (also known as “Momo Memory Card” syntax). Use when users ask for ready-to-paste Markji or Momo Memory Cards, to convert notes into cards, add cloze deletions, multiple-choice questions, text styles, formulas, media, or card links, or troubleshoot syntax not working, escaped parentheses, or nesting errors.
Matter close — capture outcomes, final exposure and lessons learned, archiving from the active matter portfolio without deleting records. Use when the user needs to close a matter, says "[matter] is over," or needs to record a settlement, dismissal, judgment, withdrawal or consolidation outcome.
Append dated event entries to the matter history file and refresh the log line — capturing new developments, status changes, risk reassessments, deadline changes and settlement authority changes. Use when the user needs to log a case update, note a development, or record a status change in the matter portfolio.
Manage matter workspaces — create, list, switch, close, or detach (practice-area level). Use when a multi-client practitioner needs to create a matter, switch the current matter, list matters, archive a matter, or detach to practice-area-level context, or when another skill needs to know which matter is currently active.
Validate or decompose any specification, plan, or requirement list using the MECE framework (Mutually Exclusive, Collectively Exhaustive). Use when reviewing PRDs, feature lists, user stories, API designs, state management, roadmaps, or any structured breakdown. Also use when the user says "check this", "anything missing?", "is this complete?", or "break this down".
Apply systems thinking — causal loop diagrams, stock-and-flow models, system archetypes, and leverage-point analysis — to organizational, economic, or social problems where feedback loops, delays, or emergent behavior drive recurring failure across multiple interacting actors. Use this skill when the user describes a multi-actor situation that resists linear fixes: policy interventions that backfire, org-level fixes that break other teams, market symptoms that return after being solved, or time-lagged second-order consequences, even if they say 'why does fixing X make Y worse' or 'identify the leverage points in this system'. Do NOT use for single-cause software bugs, flaky tests, or regressions — those are debugging problems, not systems-thinking problems, even when phrased as 'this keeps coming back'.
Multi-source literature search, citation verification, MeSH search strategy, citation file management (.nbib/.ris/.bib conversion), and reference management (BibTeX, related articles, ID conversion) via MCP tools (PubMed, CrossRef, arXiv). Use when the user needs coordinated multi-step literature workflows beyond a single MCP call
Obsidian note creation and updates for projects, interview challenges, achievements, transcriptions, and job applications. Use when recording a project overview, a technical challenge, a brag entry, a meeting or lecture transcription, or a company application. Not for session handoffs, end-of-session notes, or repository-wide project context.
Use when asked to "opportunity solution tree", "OST", "Teresa Torres", "map customer opportunities to outcomes", "structure discovery around opportunities", or "compare solutions for a customer need". Helps product teams connect outcomes to customer opportunities and test solutions with Opportunity Solution Trees (created by Teresa Torres).
Use when the user wants to search academic papers, find literature, download PDFs, or export citations. Invoke when user mentions "论文", "文献", "paper", "research", "学术搜索", "BibTeX", "DOI", or asks to find/search/download academic papers from any source.
Fetch Paperclip llm-wiki content through the plugin bridge REST API. Use when the agent needs to read a Paperclip wiki page, list wiki pages, list captured wiki sources, convert a Paperclip wiki SPA URL into an API request, or retrieve markdown from paperclipai.plugin-llm-wiki.
Manage Paperclip llm-wiki content through confirmed plugin bridge REST write routes with strict mutation approval. Use when the agent needs to create, update, rename, archive, delete, or otherwise mutate Paperclip wiki pages or captured wiki sources, and must verify routes, show exact proposed changes, get operator approval, and read back results.
Complex research requiring deeper analysis, multi-step reasoning, and sophisticated source evaluation for technical, academic, or specialized domain queries needing expert-level analysis, high-stakes decisions, or multi-layered problem solving.
When the user wants to create a personal budget, track income vs. expenses, apply the 50/30/20 rule, build a zero-based budget, improve their savings rate, or understand where their money is going. Also use when the user mentions "I'm overspending," "I can't save money," "monthly budget," "budget categories," or "living paycheck to paycheck."
Assemble a full, market-driven Product Requirements Document (PRD) the Pragmatic way — problem-before-solution, evidence-based, persona-first. Use when the PM asks for a PRD, product spec, feature doc, "write the requirements doc", or "put it all together for the team". Pulls in existing personas, positioning, market problems, requirements and use scenarios if present, and gathers anything missing inline. Produces a Product Requirements Document as a Markdown or Word .docx artifact.
Write Pragmatic Institute use scenarios — short stories that put a market problem in context from the persona's point of view (a component of requirements). Use when the PM asks for “use scenarios”, “a day in the life”, “user story context”, “problem statements”, or needs to reframe a feature request as a real problem so development understands the WHAT (not the HOW). Produces a Use Scenarios document as a Markdown or Word .docx artifact.
Browse, slice, and analyze the curated American Reindustrialization directory — with diffs, geo clusters, sector... Trigger phrases: `look up american reindustrialization companies`, `find reindustrialization jobs`, `browse american manufacturing directory`, `sector heatmap of reindustrialization companies`, `use american-reindustrialization`, `run american-reindustrialization`.
Find related research papers, citations, references, and research lineages using an OpenAlex-based workflow. Use when the user asks for related work, literature search, citation mapping, reference chasing, prior art, seed-paper expansion, or research context around a paper or idea.
Surface contracts with upcoming cancellation deadlines, warn before the notice window closes, running on a maintained renewal register. Use when the user asks "what's coming up for renewal," "which renewals are due soon," "did we miss the cancellation window," "add this to the renewal tracker," or on a schedule. Receives handoff data from saas-msa-review.
Use when the user explicitly asks to "update the project guide", "sync the guide", "capture insights into the guide", or requests the skill by its former name guide-updater. Captures reusable writing insights from the conversation into the project guide file in real time, keeping terminology consistent, the structure stable, and the content testable and reproducible. The guide file path must be specified when invoking.
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.
Plan and optimize resource allocation. Trigger with "resource planning", "capacity", "utilization", "staffing plan", "who should work on what", "we're stretched thin", or when the user needs help allocating people, budget, or time across projects and teams.
Draft professional, empathetic customer-facing responses adapted to the situation, urgency, and channel. Use when responding to customer tickets, escalations, outage notifications, bug reports, feature requests, or any customer-facing communication.
Help users generate a professional Chinese resume (in both HTML and DOCX) in one pass based on any background material (old resume, JD, work log, etc.), with ATS optimization, role-specific skill dimensions, page-count control, and automatic senior job-search advisor suggestions after generation. Trigger scenarios: user requests "帮我生成简历", "写简历", "改简历", "我要投一个岗位", or any request involving creating, editing or optimizing a resume.
Identify, assess, and mitigate operational risks. Trigger with “what are the risks”, “risk assessment”, “risk register”, “what could go wrong”, or when the user is evaluating risks associated with a project, vendor, process, or decision.
Diagnose what's maintaining an entrenched behavior and design the right intervention to shift it. Covers habits, routines, and behavioral defaults. Triggers: 'how do I change this behavior', 'why does this habit persist', 'how do I make this stick', 'behavior change', 'breaking a habit', 'building a habit', 'why can't I stop doing X', 'how do I get people to consistently do Y', 'implementation intentions', 'habit loop'.
Assess the fast-thinking pattern at work — when it's reliable, when it misleads, and whether to trust or override it. Triggers: 'should I trust my gut', 'is my intuition right here', 'fast thinking', 'heuristic', 'when does instinct work', 'System 1 vs System 2', 'pattern recognition', 'am I just pattern matching', 'is this a gut check or analysis question'.
Produces executive summaries, 1-page briefs, and board-level documents by extracting the situation, key findings, implications, and recommendation — answer-first, one page maximum. Use when a lengthy document needs a senior-audience brief that enables a decision. Triggers: 'executive summary', 'summarise this for a senior audience', '1-page brief', 'TL;DR for leadership', 'distil this', 'board summary', 'write a brief'.
This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific decisions. Use this skill when users ask to pitch a new research idea, work through a project problem, evaluate project risks, plan research strategy, navigate decision trees, or get help choosing what scientific problem to work on. Typical requests include "I have an idea for a project", "I'm stuck on my research", "help me evaluate this project", "what should I work on", or "I need strategic advice about my research".
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.