Skills
99,064 packaged capabilities and playbooks for agents. Install any of them with one command.
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A framework for analysing and solving problems using the NLP logical levels model. Use when you are stuck in a predicament with no way out, keep circling at the same level, or need to make a major life decision. Six levels, from low to high: environment → behaviour → capability → BVR (beliefs/values/rules) → identity → spirit. Core method: design your life from the top down, and raise the level to solve problems that cannot be solved at a lower level. Not applicable to everyday operational issues (such as how to write an email). Key trigger signals: "what should I do", "why do I keep running into the same problem", "I don't know how to choose", "I'm lost about my life direction".
Remove code comments that explain or defend Remotion's own code, keeping only comments about external systems we cannot change (browser quirks, codec/FFmpeg behavior, third-party APIs, OS or platform bugs). Use when the user invokes /no-comments or asks to strip unnecessary comments from a diff or files.
Build an app destined for openapps.xyz (an oApp): the zero-secrets discipline, why every capability must be steward-owned ("if Bounded can't do it, you can't do it"), how to call out unsupported capabilities honestly, the x402 relay fallback for services Bounded doesn't natively provide, how to request a capability Bounded lacks, and the lifecycle: private bounded.page development, completed Open publication at the exact workload app-id host, and explicit Commence for the oApps slug, listing, token, and Gauntlet. Use whenever a user says the app will launch on openapps.xyz (oapps.fun redirects there), become an oApp, be community-owned / token-governed, or "outlive its creator". Part of the Bounded skill family; the mechanics live in bounded-backend / bounded-onchain.
Append todos, logs, learnings, and reflections to Obsidian daily or weekly notes, and run the agent's own #agent-todo queue, via scripts/capture.py. Use when asked to add a todo, note something down, log this, capture an idea, set a due date, record a weekly reflection, or list/close the agent's assigned tasks ("看你的 todo", "干活", "what's on your todo list"). Do NOT use for searching notes (use obsidian-search) or for creating standalone long-form notes.
USE FOR finding web videos by a text query, powered by Octen. Returns ranked videos with the matched segment (start/end timestamps), duration, cover image, source page, and author. In Beta. Contact us to request beta access at https://octen.ai. Use it when the user wants to find videos, clips, tutorials, or a specific moment within video content.
Use Octen's search tools for anything that needs live information from the web. Make sure to use this skill whenever the user wants to look something up, check current or recent information, find sources, compare products / vendors / pricing, research a topic, or read a specific web page — even if they never mention Octen or the word "search". Also use it before falling back to any built-in web search tool.
Use when a consequential change needs a decision before coding: write or improve an RFC, design doc, architecture proposal, migration plan, option comparison, rollout plan, or measurable implementation contract. If the idea is still open-ended, use octocode-brainstorming first.
Use when a site needs communication workflow planning: forms, inboxes, chat, booking, email/SMS/Telegram/CRM handoffs, operator queues, routing, templates, consent, and escalation. Workflow design only; never send real messages or mutate CRM channels without explicit approval.
When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experience," "empty states," "onboarding checklist," "aha moment," or "new user experience." For signup/registration optimization, see signup-flow-cro. For ongoing email sequences, see email-sequence.
Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions, tracking citations, discovering open access publications, or conducting bibliometric analysis across 240M+ scholarly works. Use for literature searches, research output analysis, citation analysis, and academic database queries.
Openfort CLI skill — use for all openfort command-line operations including login, wallet management, transactions, policies, and configuration. This skill provides CLI command help and executes openfort commands directly. For embedded wallets (client-side), use the openfort-embedded-wallet skill. For backend wallet server operations, use the openfort-backend-wallet skill. Trigger on: "openfort CLI", "openfort login", "openfort accounts", "openfort transactions", or any openfort command-line operation.
Shared OpenSpec workspace gate for OPSX workflows: locate project root, verify openspec/, and require exact native OPSX skills before delegation. Triggers - "OpenSpec workspace gate", "OPSX workspace locate", "OpenSpec native skill check" / OPSX workspace gate, OpenSpec project root, native skill gate. Do NOT use for Jira, Git, retry binding, or implementation orchestration.
When the user wants to combine machine learning with optimization, use ML predictions in optimization models, or integrate AI with mathematical programming. Also use when the user mentions "ML-optimization hybrid," "predict-then-optimize," "learning-augmented optimization," "neural network in optimization," "end-to-end learning," or "ML for optimization parameters." For pure optimization, see optimization-modeling. For pure ML, see ml-supply-chain.
When the user wants to design or optimize order fulfillment operations, improve pick-pack-ship processes, or reduce fulfillment costs. Also use when the user mentions "order processing," "pick-pack-ship," "picking strategy," "packing operations," "shipping optimization," "wave planning," "batch picking," or "fulfillment center operations." For warehouse layout, see warehouse-design. For routing pickers, see picker-routing-optimization.
Copy-paste templates for cold outreach, guest posts, podcast pitches, and link building. Use when doing guest post pitching, cold email outreach, podcast booking, or link building campaigns. Includes follow-up sequences and personalization frameworks.
Diagnose OpenViking memory issues by tracing backward from a memory file to its archive memory_diff.json and, when needed, session messages. Read-only; use for incorrect content, wrong paths or owners, missing memories, and unexplained updates or deletes.
Use when a website needs paid traffic planning: campaigns, audience hypotheses, UTM maps, landing requirements, creative briefs, budget placeholders, and SEO/ads handoffs. Planning only; never launch campaigns, spend budget, or mutate ad accounts without explicit approval.
Make PDF documents look like they were scanned on a physical scanner. Applies realistic effects: grayscale conversion, Gaussian noise, slight rotation, blur, edge shadows, and random offset. Optionally extract real handwritten signatures from a source PDF (or user-provided images) and replace digital signatures on specific pages. Use when the user asks to: make a PDF look scanned, give a PDF a scanned appearance, replace digital signatures with real/handwritten ones, fake a scan, add scan effects to a document, or make a document look printed and scanned.
Use when organizing legal PDFs: detect the text layer, generate a page index, organizing drafts, and downstream handoff files; split, merge, or directly rename OCR'd double-layer scans by content and normalize naming; supports cross-source page reference stitching and page coverage audits (orphan pages/duplicate references); can do rotation and deskew correction, but not OCR or compression.
PDF processing tool supporting scanned-document preprocessing, OCR dual-layer PDFs, page numbering, PDF merging, decryption, watermark removal and compression. Use this skill when the user needs one-click processing, optimisation or tidy-up of PDF documents. Not for: plain-text PDF content editing, PDF reading and annotation, electronic signatures, or format conversion for purposes other than compression.
Analyze web and backend performance using Web Vitals, network timing, and Node.js metrics. Use when the user asks about page performance, load times, Core Web Vitals (LCP, CLS, INP), slow pages, backend bottlenecks, or SEO performance factors.
Personal note-taking standards for the user's SiYuan (思源笔记) vault — placement routing and tagging conventions, not an operation layer. Use whenever the user asks to create, find, or modify notes in SiYuan, or whenever you are about to operate on the user's personal notes through the siyuan-note MCP tools — even if they don't explicitly say "standards". Tells you where a new note belongs (map.md), which tags to apply (tag.md), and how to locate an existing note before touching it. Trigger on requests like "新建笔记/记一下/存到笔记", "找一下我的笔记/那篇笔记在哪", "改一下这篇笔记", "siyuan", "思源", "notebook", or any note operation on personal SiYuan notes.
Skill dedicated to the bay window renovation guide. Covers the full process of bay window curtains, window casings and sills, floor-to-ceiling windows and window enclosure, safety and guardrails, and bay window utilization and remodeling, integrating in reverse order the highlights of the Xi'an Renovation Classroom member-edition knowledge base to help users renovate bay windows with less hassle and fewer pitfalls.
Use picocom to interact with IoT device UART consoles for pentesting operations including device enumeration, vulnerability discovery, bootloader manipulation, and gaining root shells. Use when the user needs to interact with embedded devices, IoT hardware, or serial consoles.
Expert in crafting pitch narratives that move people to action - investor pitches, sales presentations, partnership proposals, and team rallying stories. Covers narrative structure, emotional resonance, data integration, and delivery. Knows the difference between information transfer and persuasion, and how to build narratives that stick. Use when "pitch deck, investor pitch, pitch narrative, sales pitch, presentation story, persuade, pitch structure, compelling story, " mentioned.
ALWAYS apply by default in every turn when writing to the user, naming code/files/folders/APIs/terms, explaining decisions, summarizing work, or teaching concepts. Hard-enforces ASD-STE100 Simplified Technical English for all agent prose (approved simple words, one word per idea, short active sentences, short paragraphs) plus readable names. Also use when the user says plain-language, STE, Simplified Technical English, simpler words, explain simply, less jargon, better names, or readable naming.
Self-evaluate a plan on a 100-point scale after it is created or updated. Make sure to use this skill immediately whenever you create a plan or update a plan, even if the user does not explicitly ask for a review. This skill ensures that the plan is clear, comprehensive, feasible, and consistent before execution.
Break down a user story into multiple testable tasks. Use when the user mentions: story, ticket, task breakdown, implement feature, plan implementation, create tasks, split into tasks, story breakdown, task decomposition, acceptance criteria, definition of done, sprint planning, backlog, user story, feature breakdown, ralph, ralph loop, autonomous implementation, .TASK.md, progress.txt, or run through ralph. Each task must be independently verifiable. NOTE: Ralph-loop task files (.TASK.md) are generated ONLY when explicitly requested — never automatically during normal story creation.
Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing.
Use available Polygres MCP tools or the Polygres CLI to authenticate, operate standard or synchronized projects, import data, apply migrations, configure retrieval, manage Runtime keys and durable operations, and check readiness. Use the CLI for explicit command-line work and as the documented fallback for operations outside the MCP catalog.
Query Polymarket prediction markets — search events, check odds and prices, view trending markets, track price momentum, get orderbook depth, analyze volume, and monitor market resolution timelines. Use when the user asks about prediction markets, betting odds, event probabilities, or Polymarket data.
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.