Skill rating

想用教员的思路想问题、或看看"教员怎么看"时启用。基于《毛选》等公开著作，推演"他会怎么想、怎么做"，解决现实难题（事业/创业/决策/团队/竞争/学习/挫折/人际/变革/迷茫）。支持推演模式与引导模式（思想教练），聚焦思维方法与决策工具；是历史人物思想方法论研究，非政治宣传、非本人扮演、不替代专业建议。 Use when you want to "think like him" or see a

Strict Nature/CNS-family citation retrieval, verification, and export. Given a topic, claim, or list of papers, finds real citations, verifies DOIs, checks retraction status, and exports in BibTeX, RI

Rewrite AI-generated SERIOUS NONFICTION (EN/ZH) to read human, inventing nothing, in mode `academic` or `popsci`; ABSTAIN-FIRST — leaves it unchanged if it already reads human. Use for AI-looking acad

Use the arXiv API for academic paper discovery, relevance screening, and structured output. Suitable for topic-based search, latest-paper discovery, fixed-template reporting, and citation-oriented wor

A methodology-first workspace governance skill for AI agents. Focuses on principles, decision framework, and safe execution patterns instead of fixed directory templates. Triggers on "organize", "clea

Find validated alternative reagents based on literature citation data.

Build a tiered classroom behavior intervention plan (BIP) for a K-12 student, grounded in the function of the behavior. Use when asked to plan a behavior intervention, address a disruptive or off-task

Structure a literature review that argues, not lists — thematic synthesis from your sources with the debate mapped and the gap identified. Use when asked to write or structure a literature review, org

Write a persuasive prior-authorization / medical-necessity letter to an insurer. Use when asked to write a prior authorization letter, a letter of medical necessity, or to appeal a denied treatment/me

Draft a construction delay notice or delay claim letter with contract clause citation, cause classification, and critical-path impact narrative. Use when asked to write a delay notice, put the owner o

Draft clear, warm, professional messages to parents or guardians — progress notes, concerns, positive news, behaviour issues, or meeting requests. Use when asked to email a parent, write home about a

Simulate your thesis defense before the real one — a committee of examiner archetypes probing YOUR actual thesis, the questions you hoped nobody would ask, and a debrief with preparation priorities. U

Design statistically rigorous A/B tests and interpret experiment results. Use when asked to design an experiment, run an A/B test, calculate sample size, interpret test results, or assess whether an e

Apply a team's writing style consistently — extract the house style from exemplar documents into a checkable rule card, run the conformance pass on new drafts, and fix violations without flattening th

Verify a claim before repeating it — the independent-sources test (three citations of one press release is one source), the provenance trace to the original, and the confidence grading that separates

Build a defensible thesis or dissertation outline — argument-first structure, chapter by chapter, with the through-line visible. Use when asked to outline my thesis, structure my dissertation, plan my

Write or rewrite a document in evidence-locked mode: no unsourced sentences — every substantive claim carries a footnote citing the exact passage in the user's provided sources, and anything unsupport

Draft a public-records request (FOIA / FOI / state open-records) that's specific enough to get records and hard to deny. Use when asked to write a FOIA request, records request, or freedom-of-informat

Batch extraction of experimental methods from multiple papers for protocol.

Academic paper discovery and evidence-oriented web search using a SerpApi/SearchAPI-compatible key. Use when the user asks for Google Scholar retrieval, paper/title/DOI/source verification, related-wo

Activate when: user says 'we keep finding evidence that supports our view,' 'the team is all aligned on this,' 'I've done the research and it checks out,' or a decision moves forward with only support

Use DualGap for dual-domain research gap analysis: turn two paper collections, PDF folders, arXiv downloads, or research directions into reviewer-checked literature notes, direction-level syntheses, c

Three-in-one academic writing toolkit with three distinct agent roles — Supervisor (promotor), Reviewer (recenzent), and Writer Assistant. Use when someone needs feedback on a dissertation, thesis, or

VDV Core — Vision de Vérité (Truth Vision) universal protocol. Use when: (1) analyzing complex systems or dense information, (2) finding invariant points that cannot be further compressed, (3) noise e

Comprehensive research grounded in web data with explicit citations. Use when you need multi-source synthesis—comparisons, current events, market analysis, detailed reports.

Search biomedical literature, get citation counts, and import to Zotero/EndNote. Use when: (1) User asks to search for papers/literature by DOI, title, author, or keywords (2) User wants to find pape

Web search and content extraction using Tavily Search/Extract/Research APIs (Bearer auth). Use when you need web results (general/news/finance), date/topic/domain filtering, source citations, or want

Designs market and user research plans focused on methodology selection and research material authoring (screeners, surveys, interview guides, usability task scripts, etc.). Use this skill whenever th

Translate PDF documents while preserving original formatting. Converts PDF pages to images for layout analysis, extracts text and embedded images, translates content using agent's multilingual capabil

AI-powered academic paper reviewer. Uses a multi-agent system (Deconstructor, Devil's Advocate, Judge) to analyze papers for logical flaws, contradictions, and empirical validity.

Track manuscript resubmission deadlines and automatically generate phase-appropriate task breakdowns for academic researchers based on remaining time.

When the user wants to plan, implement, or optimize student and education discount programs. Also use when the user mentions "student discount," "education discount," "student plan," "for students," "

Find what your audience is searching for right now — scout X/Twitter and Reddit for trending topics, discover and deep-analyze competitors, and find content gaps. Combine social signals with SEO intel

Monitor new papers on arXiv by category. Use when user wants to check latest papers, track research topics, or manage reading lists. Trigger phrases: "check arxiv", "new papers", "arxiv category", "wa

Use when the user needs to convert documents between formats with Pandoc, including Markdown, DOCX, PDF, HTML, EPUB, LaTeX, Typst, RST, AsciiDoc, Org, ODT, RTF, ipynb, single-file conversion, batch do

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Professional Word document generator. Use when user needs to create reports, papers, contracts, resumes, or any professional document. Supports docx/doc formats, charts, images, tables, TOC, and multi

Search academic literature and return structured, source-grounded results for questions about methods, markers, findings, or representative figures. Use this skill when the user wants to know what st

Activate when: a founder says they're hitting a ceiling despite working harder; a founding team keeps fighting about who makes decisions; someone asks 'why do some founders progress faster than me?' o

Build a focused literature and citation briefing from PapersFlow. Use when the user wants paper search, citation verification, related-paper discovery, or citation graph exploration.

Fetch structured data from 17 authoritative APIs — arXiv, Census Bureau, GitHub, NASA, Wikipedia, PubMed, news, weather, finance, FEC, and more — through a single endpoint. Use when you need real data

USE FOR AI-grounded answers via OpenAI-compatible /chat/completions. Two modes: single-search (fast) or deep research (enable_research=true, thorough multi-search). Streaming/blocking. Citations.

OpenClaw PDF extraction skill using OpenDataLoader. Use when the user wants to extract and process PDF content for RAG, embeddings, or coordinate-based citations.

Standardized paper writing workflow integrating academic-writing, research-paper-writer, scientific-writing and other skills. Provides complete paper writing process from topic selection to final manu

Compare innovations across multiple academic papers in a folder and produce a rolling summ document. Use when Codex needs to batch-read up to 20 paper files, summarize each paper's innovations and mai

Aggregates publicly available Embodied AI and Robotics news from curated sources (robotics media, arXiv, company blogs). Delivers structured briefings on humanoid robots, foundation models, hardware,

Academic literature search and briefing generation with Tavily API, PubMed, and Google Scholar. Use when you need to search for latest academic papers on specific topics, generate Top 10 literature br

Interact with The Pool — a social evolution experiment where AI agents compete for survival through citation economics. Use when joining The Pool, contributing ideas/primitives, citing or challenging

学术汇报 PPT 生成技能。当用户需要生成论文答辩、顶会 Oral 或基金汇报的 PPT 方案时使用。 适用场景包括： - 用户提供论文题目和背景，需要构建完整学术故事线（Story Arc） - 请求生成 PPT 结构、图表设计、叙事逻辑 - 要求图表自包含、同行可复现 - 用户粘贴 paper-reader 输出的"汇报素材摘要"，需要直接生成 PPT 触发词包括："生成 PPT"、"学术汇报

Automated literature research pipeline for Chopin's academic work. Combines arXiv search, paper summarization, and Obsidian note-taking into a single workflow. Use when Chopin asks to research a topic