Skills
97,222 packaged capabilities and playbooks for agents. Install any of them with one command.
Productivity
Use when choosing where to submit a manuscript. Matches the abstract against curated journal profiles and returns ranked picks with scope fit, AI-disclosure policy, an acceptance-readiness pre-flight and a reject-fallback cascade. Impact and APC figures may be stale.
Create, view, update, and manage GitLab issues. Use when working with issue tracking, bug reports, feature requests, or task management. Operations include creating issues, listing with filters, viewing details, adding comments/notes, updating labels/assignees/milestones, closing/reopening, and board management. Triggers on issue, bug, task, ticket, feature request, list issues, create issue.
Agent-callable Google Calendar tools — create, update, move, search, and delete events, manage calendars, check free/busy availability, resolve event colors, and manage calendar sharing. Use when the user mentions Google Calendar or wants to schedule, find, reschedule, or share events and calendars — including requests that do not name Google Calendar explicitly, e.g. "put a meeting on my calendar Tuesday 3pm" or "am I free Friday afternoon".
Create, review, and manage first-class goal artifacts that turn a broad ambition into an externally verifiable outcome. Goals are optional, long-lived workflow artifacts stored at goals/<slug>.md. They own intent, a validation contract, lifecycle, concise review evidence, and linked work. Use when the user wants to set a goal, review a goal, pause or reactivate a goal, achieve or abandon a goal, or change what a goal means. Not for specs, plans, memory, or checkpoints.
Use when an article or media piece needs rhetorical or technique-focused analysis — detects rhetorical tools (loaded language, cherry-picking, source selection bias, framing, omission, emotional appeals, false balance) in articles and produces a structured analysis report. Identifies specific techniques without labeling political positions.
Explores solution spaces systematically through morphological analysis (parameter-option matrices) and resolves technical contradictions using TRIZ inventive principles to generate novel, non-obvious solutions. Use when exploring all feasible design alternatives before prototyping, resolving technical contradictions (speed vs precision, strength vs weight, cost vs quality), generating novel product configurations, finding inventive solutions to engineering problems, identifying patent opportunities, or when user mentions morphological analysis, Zwicky box, TRIZ, inventive principles, systematic innovation, or design space exploration.
Windows automation toolkit for AI agents. Provides Outlook email/calendar (COM), Microsoft 365 mail/calendar/Teams/SharePoint/OneDrive via Work IQ CLI, Edge browser (CDP), desktop screenshots/window management, and shell commands via PowerShell. Install this for the full suite, or install individual sub-skills (powerskills-outlook, powerskills-workiq, powerskills-browser, powerskills-desktop, powerskills-system) separately.
Comprehensive skill for Product Managers to create organize and manage Product Teams, Strategy, PRDs, release plans, user stories, and standalone issues with high-quality acceptance criteria. Supports both full documentation workflows (PRD → Plan → Stories) and quick issue creation (standalone stories, tasks, bugs). All documentation follows design-driven development principles with functional, testable acceptance criteria based on visual designs and user flows.
Use when the user needs a business-trip itinerary built, updated, shared, or exported — create, update, sanitize, route, and export structured business-trip itineraries from booking confirmations, emails, tickets, PDFs, screenshots, calendar invites, or notes. Covers day-by-day itinerary generation, privacy-safe sharing, route links, and Markdown/PDF/DOCX/Google Doc/ICS exports.
ChatGPT-style deep research strategy with problem decomposition, multi-query generation (3-5 variations per sub-question), evidence synthesis with source ranking, numbered citations, and iterative refinement. Use for complex architecture decisions, multi-domain synthesis, strategic comparisons, technology selection. Keywords: architecture, integration, best practices, strategy, recommendations, comparison.
Structures large initiatives into a decomposed backlog with roadmap, dependencies, and verification. Generates an overview file plus individual story files with tasks. Use when work requires several coordinated stories, has dependencies between deliveries, or needs a roadmap.
Multimodal video understanding: generate descriptions, summaries, and tags for videos, and answer questions based on video content. Trigger when the user wants to understand video content, generate descriptions, or ask questions about a video.
Cultural tourism Douyin feed — search popular cultural tourism Douyin posts, filter the hottest content by likes, and generate a polished HTML report. Use when the user needs cultural tourism Douyin, travel guides, scenic spot popularity, cultural tourism news, or viral cultural tourism content. Trigger words: 文旅抖音, 文旅信息源, 文旅资讯, 旅游抖音, 景区视频, 文旅爆款.
Use Codex CLI subtasks to conduct multi-source deep research and synthesize a report with sources. Use for research that genuinely requires gathering evidence from multiple angles, not for a single verification or summarizing material that is already provided.
Applies thesis-antithesis-synthesis reasoning to escape false binary choices by steelmanning opposing positions, mapping their underlying principles and tradeoffs, and synthesizing principled third-way resolutions. Use when debates are trapped in false dichotomies, polarized positions need charitable interpretation, tradeoffs are obscured by binary framing, synthesis beyond "pick one side" is needed, or when users mention steelman arguments, Hegelian dialectic, or resolving seemingly opposed principles.
Source-grounded research pipeline inspired by NotebookLM. Collect verbatim source extracts into a temporary workspace, then answer questions and create deliverables grounded in those sources. Two grounding modes: strict (vault-only) and augmented (vault + labeled [background] knowledge). Trigger when the user asks to research a topic from sources, wants NotebookLM-style grounded answers, asks to build a resource vault, or says "notebooklm mode".
Resume structure, achievement bullet formulas, ATS optimization, and job-targeted tailoring for software engineers. Use when reviewing resumes, crafting achievement bullets, extracting keywords from job descriptions, or tailoring content for specific roles.
Use when a recurring cross-session digest should be produced and delivered via Hermes cron — aggregates session activity, cron job outputs, memory changes, and tool usage stats into a compact summary for delivery via messaging platforms. Surfaces outstanding tasks and cross-session context that's invisible on chat platforms.
Find, rank, summarize, and track high-quality research papers with Scholar MCP, accept user-submitted PDFs, DOIs, or links through a persistent local inbox as special-interest signals, then create evidence-rich bilingual Feishu deep-read documents with detailed abstracts, contributions, methods, figures, and verified links using lark-cli. Use for recurring paper recommendations, weekly research digests, receiving papers directly from the user, processing paper feedback, changing research interests, or creating detailed paper notes in Feishu.
For searching Chinese social platforms. Script entry points cover Bilibili videos, Zhihu Q&A, and Douyin videos; Xiaohongshu and Weibo currently have no script entry points and can only be handled via browser-use / public web pages as a fallback.
Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native OpenClaw tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.
Master Archon MCP for strategic project management, task tracking, and knowledge base operations. The strategic layer (WHAT/WHEN) that coordinates with Skills (HOW). Use when managing projects, tracking tasks, querying knowledge bases, or implementing the Archon+Skills two-layer architecture.
Cultural tourism WeChat official account feed — search popular cultural tourism WeChat official account articles, filter the hottest content by read count, and generate a polished HTML report. Use when the user needs cultural tourism WeChat official accounts, travel guides, scenic spot popularity, cultural tourism news, or viral cultural tourism content. Trigger words: 文旅公众号, 文旅信息源, 文旅资讯, 旅游公众号, 景区文章, 文旅爆款.
A passive daily work journal that Claude keeps FOR you so you never have to write it yourself. Append short entries after meaningful work (what was done, what you focused on, artifacts touched) to 01-daily/journal/YYYY-MM-DD.md. Run a guided reflection at night or in the morning. Use when you run /daily-journal, say "log this to my journal", "add to today's journal", "reflect on today/yesterday", or when finishing a meaningful chunk of work in any session.
Editable Chinese resume creation skill: by default it uses the ASu single-column high-density technical resume template and creates or reproduces an editable HTML/PDF from the user's experience; the user may also specify other templates in the repository, local HTML, or a reference screenshot. Use when the user enters "/make-resume", "我要阿酥同款简历", or asks to create, modify, or reproduce a resume file; when the user requests a LaTeX, `.tex`, or Overleaf version, additionally export a `.tex` source file alongside the default HTML deliverable.
NotebookLM integration patterns for external RAG, research synthesis, studio content generation (audio, cinematic video, slides, infographics, mind maps), and knowledge management. Use when creating notebooks, adding sources, generating audio/video, or querying NotebookLM via MCP.
Routing front door for obsidian-second-brain — a self-rewriting Obsidian vault that evolves Karpathy's LLM-Wiki pattern. Every source REWRITES existing pages instead of appending: people updated, claims revised, contradictions reconciled, patterns synthesized automatically. 45 commands across 4 layers, background + 4 scheduled agents, 4 role presets, AI-first write validator. Cross-CLI: Claude Code, Codex CLI, Gemini CLI, OpenCode.
Product orchestrator for Prodig Suites that guides product planning, routes work to specialists, and coordinates execution across the product lifecycle. Use when the user is shaping a digital product, deciding next steps, or needs help choosing the right Prodig specialist or workflow. Triggers: 'prodig', 'digital product', 'product idea', 'product planning', 'which product agent should I use', 'SaaS planning', 'course creation', 'template pack', 'productized service'.
Use when a framed problem needs root-cause investigation rather than a symptom-level fix, applying Five Whys, Fishbone (Ishikawa), Current Reality Tree, and constraint identification. This should trigger when an issue's Root Cause Analysis point of view needs evaluation, or when a maintainer directly asks to find the root cause of a problem before proposing a fix. Part of Plinth Toolkit
Use when the user needs to plan, de-risk, or ground a software engineering / computer science undergraduate thesis from a real codebase before final writing. Trigger for requests such as "根据项目写毕业论文", "先做论文大纲", "用真实项目材料规划论文", "检查论文是否脱离代码", "根据检测报告降查重", "根据AIGC报告改写定稿", "继续在手改初稿上改", or when an existing draft thesis must be reworked against a school format sample. Produces an evidence-backed outline, chapter rewrite plan, figure plan, and handoff package for academic-paper-composer.
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.