Skills
96,770 packaged capabilities and playbooks for agents. Install any of them with one command.
Documents
Edits or audits prose that the caller supplies as text or a file, preserves its claims and voice, removes machine-writing patterns, and verifies the result with the bundled linter. Use for explicit requests such as "rewrite this draft", "edit this existing PR body", "make this sound human", or "audit this prose without changing it". It does not review code, decide what a pull request or Jira issue should say, or compose from a blank sheet.
**Financial Report Downloader**: Auto-search and download A-share/HK stock financial report PDFs from Xueqiu (stockn.xueqiu.com) or 同花顺 (notice.10jqka.com.cn). - MANDATORY TRIGGERS: download report, 下载财报, 下载年报, 下载中报, annual report download, financial report PDF, 雪球财报, 同花顺财报
Using the ring-tw-team plugin and orchestrating its documentation specialists in parallel: guide-writer (guides/concepts/tutorials), api-writer (REST API reference), and docs-reviewer (quality review). Use when creating functional or API documentation, or reviewing doc quality. Skip when writing code (use dev-team) or writing plans (use pm-team).
Write and review Rust library documentation with rustdoc module docs, public API examples, doctests, examples directories, missing-docs gates, docs.rs readiness, and user-first crate narratives. Use when documenting a Rust crate, improving docs before publishing, or turning examples into tested rustdoc.
Write or audit technical text against ASD-STE100 Simplified Technical English so a tired, non-native reader understands it on the first pass: 20-word procedural and 25-word descriptive sentence limits, imperative steps, condition before command, one word for one meaning, and only the approved modals can/will/must. Use for READMEs, runbooks, procedures, error messages, release notes, incident reports, API guides, UI copy, and agent instructions. Trigger on: "STE", "Simplified Technical English", "ASD-STE100", "controlled language", "plain English", "make this clearer", "write for non-native readers", "prep this for translation", "cut the fluff", or any request to check text for compliance. Prefer this over general copy-editing whenever the text instructs, documents, or warns.
Prepare a stakeholder-facing quarterly report or demo theses from delivery evidence and journal facts; the outward roll-up that keeps the team's own retrospective in team-retro. Use when stakeholders need a quarterly report or demo theses from delivery evidence. Russian discovery terms: квартальный отчёт, отчёт руководителю, тезисы для демо.
Creates high-quality technical documentation including API documentation, user guides, tutorials, architecture documents, README files, release notes, and technical specifications. Produces clear, structured, and comprehensive documentation following industry best practices. Use when writing technical documentation, creating API docs, developing user guides, documenting architecture, writing tutorials, preparing release notes, or when users mention "technical writing", "documentation", "API docs", "user guide", "tutorial", "README", "technical specification", "architecture document", or "developer documentation".
Assistant for transcribing and debriefing interview or work meeting recordings. Handles interview or meeting recordings and transcripts, and can save them to Feishu documents and automatically archive them to the corresponding multi-dimensional table (interview record table / meeting record table, kept separate and never mixed). Trigger scenarios: the user mentions "interview debrief," "meeting minutes," "organize this meeting," uploads an audio file (.wav/.m4a/.mp3/.mp4) that needs transcription, or uploads a PDF transcript file that needs organizing.
Manage LLM-compiled wikis: initialize, ingest/import, compile/query, research/audit, collect catalogs, track inventory/datasets/Ideas, review Idea/Project portfolios, manage archives/sessions/feedback, and generate outputs. Activates for /wiki commands; wiki or knowledge-base work; ingest, collect, catalog, compile, query, audit, librarian, inventory, idea, portfolio, business ideas, projects, datasets, archives, sessions, feedback, checkpoints, private adapters, adapter routing, explicit wiki skill-factory requests, personal specialist skills, expert review, specialist selection, provenance, external resource actions (including requests to read, review, or edit hosted documents), or questions in a directory with .wiki/ or a configured hub.
XMindify mind map generator with scenario-based templates and automatic generation. Used to create XMindMark files and convert them to XMind/SVG format. Trigger scenarios: (1) the user asks to create a mind map (2) the user needs to analyze a paper, summarize content, or brainstorm (3) the user mentions terms such as "mind map", "brain map", or "structured"
Academic writing multi-agent orchestrator. TRIGGER when: user is editing .tex files, reviewing thesis/paper chapters, drafting academic content, checking writing quality, or analyzing research positioning. Coordinates specialist agents in parallel for review, research, drafting, polishing, figure work, bibliography auditing, and literature surveys.
A complete toolkit for generating Chinese software copyright application materials. Supports automatically extracting information from project code and documentation to generate software copyright registration application forms, source code documents (30 pages each from the front and back), user manuals and design specifications, and automatically converting them to PDF files. Suitable for WeChat Mini Programs, web apps, mobile apps, desktop apps and other software projects. Use this skill when the user needs to apply for a Chinese software copyright.
Verify that every citation in a manuscript is real, correctly attributed, and accurately described. Detects ghost papers, wrong arXiv IDs, inverted claims, and dead links by fetching each cited work. Optional fix mode applies bib metadata corrections and surfaces prose rewrites for claim errors. Triggers on: "check my citations", "verify references", "citation audit", "are my references real", "check bib", "reference check", "bib audit", "citation verification". Companion to manuscript-review (Pass 5 hygiene); this skill audits factual truth.
Create comprehensive, well-structured README.md files for software projects. Trigger when a project needs a README, when onboarding documentation is missing, when a repository lacks clear usage instructions, or when README content is being reviewed or rewritten. Follow the project's own style and audience; do not impose generic README templates where the project already has strong conventions.
Multi-format document parsing tools for PDF, DOCX, HTML, and Markdown with support for LlamaParse, Unstructured.io, PyPDF2, PDFPlumber, and python-docx. Use when parsing documents, extracting text from PDFs, processing Word documents, converting HTML to text, extracting tables from documents, building RAG pipelines, chunking documents, or when user mentions document parsing, PDF extraction, DOCX processing, table extraction, OCR, LlamaParse, Unstructured.io, or document ingestion.
TRIGGER THIS when creating or updating employee handbooks, documenting HR policies, developing code of conduct, building benefits guides, or creating leave/PTO policies. Creates comprehensive, legally compliant, accessible employee handbooks covering company policies, culture, benefits, code of conduct, and all required disclosures.
Plan and deliver persuasive, confident presentations and produce a Presentation Pack (brief, narrative, slide outline, Q&A bank, pre-brief plan, rehearsal plan, delivery checklist). Use for presentation, deck, keynote, all-hands, exec review, demo talk track. Category: Communication.
Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.
Turn content into complete slide files in official Kingdee style (.pptx or .html). Use this Skill when the user says 「做PPT」「做个PPT」「做汇报材料」「做演示文稿」「生成deck」「生成幻灯片」「整理成幻灯片」「按金蝶模板整理」「make a presentation」「create a slide deck」「output slides」「HTML幻灯片」「交互式演示」「网页版PPT」「web slides」, or uploads a .pptx/.docx asking to convert or reformat it into Kingdee style. Trigger whenever PPT, slides, briefing materials, or presentation output (in PPTX or HTML format) is involved.
Deeply analyze links, documents or code and generate "all-round mentor-level" teaching notes (from zero basics to mastery). Features "truth anchoring" verification that automatically identifies hallucinations and outdated information. Supports traditional Chinese studies style rendering and automatically cleans ads and useless content.
**Business Korean-English/English-Korean translator**: a business-specialized translation skill supporting industry-specific terminology, politeness levels, and translation styles by document type. It provides translations suited to document types such as emails, contracts, proposals, and reports. - MANDATORY TRIGGERS: 번역, 영어 번역, 한영 번역, 영한 번역, translate, 비즈니스 번역, 이메일 번역, 계약서 번역, 통역
Lightweight research workflow step 8: paper writing. Organizes the work around “how to convince reviewers that the work merits publication,” iterating from a draft through the reviewer’s perspective. Every claim must have evidence, wording strength must match evidence strength, and overclaiming is never allowed. Use after experiments and analysis are complete and a paper needs to be written; to write or revise an abstract, introduction, contribution statement, or conclusion; when concerned about unsupported claims or exaggerated wording; to align contributions across the abstract, introduction, and conclusion; to use the four-paragraph introduction structure (problem → gap → insight → contribution); to review the draft as a reviewer; or to polish a draft for AI-like phrasing, passive voice, or grammar. Triggers: 写论文 / 论文写作 / 写摘要 abstract / 写引言 introduction / 贡献句 contribution / 写结论 / 润色 polish / 改写 / 措辞 / 过度宣称 overclaim / claim 无证据 / 审稿人视角 / 自我审稿 / 贡献一致 / hedge / 学术腔 / AI 腔 / 被动语态 / paper writing / draft. Core discipline: an unsupported claim is a critical integrity gate (spec §4.2, STAGE_GATES[8]=[claim_evidence,overclaim]); overclaiming or inconsistent contributions across the three sections are warnings (the critical wording red line is at the research-ethics delivery gate). Wording strength must match evidence strength; when results are not significant, report only “no significant difference observed,” and never overclaim. Automated wording checks have limits; final judgments on logic, novelty, and argumentation still require a person or reviewer. This skill initiates rework from 8→7 (unsupported claim → result-analysis) and 8→6 (implementation gap → experiment-coding).
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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.
