Research AI Skills

Polish, translate, diagnose, and restructure technical manuscript text into IEEE-style academic English using routed failure-mode guidance. Use for IEEE abstracts, introductions, related work,…

analyze academic reviews and draft a professional rebuttal when the input includes reviewer comments, a meta-review, paper abstract, or user supplied experiment status and the user needs concern…

Start the Claude Paper web viewer to browse and study papers

Bind loop 'done' to unfakeable gates. Use to harden egregore/herald loops or promote completion_integrity. Not for QA gates; use night-market-validation-and-qa.

Canonical Creator entry point for DisCo skill distillation. Use when turning a repository, paper, tutorial, dataset, benchmark, research note, task, or other source material into a verified operating…

Create, read, and edit Word documents — research papers, reports, proposals, and manuscripts. Use when the user asks to generate, modify, or analyze .docx files, convert .doc to .docx, or work with…

盒子原创研究 Skill 体系中的企业财务分析大专项。重构并勾稽利润表、资产负债表和现金流量表，诊断增长、盈利、现金转换、资产质量、资本效率、债务与会计质量，并在需要时建立驱动式预测和压力测试模型。…

Run the WikiSkill self-evolution loop (arXiv 2608.27454) on a Hermes workspace — raw→maintainer→proposer→gate with strict R_val > R_best gating.

Draft IEEE-style empirical ML/AI papers from a structured research contract. Builds experiment plans, section skeletons, placeholder-safe results, and a near-submission draft without fabricating…

Fetches AI news from smol.ai RSS and generates structured markdown with intelligent summarization and categorization. Optionally creates beautiful HTML webpages with Apple-style themes and shareable…

Brief what just happened on a topic and map public opinion from X (Twitter) only. Adaptive recency window biased to the freshest coherent story. Soft exception: at most one web lookup for entity…

Provider-neutral deep-research orchestration for brainstorming, technology choices, comparisons, and state-of-the-art surveys. The Research Lead makes scope and decision calls while native subagents…

Use when the user wants desk research, a literature review, competitive evidence, or to test a hypothesis. Search live sources, challenge assumptions, and explain what the evidence means in a concise…

Experiment executor and monitor for academic research. 2-agent system covering code experiments (ML training, statistical analysis, ETL, simulation) and human studies (surveys, field studies,…

Search the web for real-time information using the Skywork web search API. Use this skill whenever the user needs up-to-date information from the internet — for example, researching a topic, looking…

Create scientific figures, technical plates, research posters and diagram collections in a monochrome engraved-paper style. Use for old-school wireframes, stippled plots, dense academic layouts, or…

Create or review alternative blog writer deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for alternative blog writer work.

复用已验证的web研究轨迹，完成问题拆解、同源检索、引用报告和完成验证。

Builds Agent-to-Agent (A2A) servers and clients following Google's open protocol for agent interoperability. Use when the user wants to create an A2A-compliant agent, build an Agent Card, implement…

深度研究编排方法论：澄清范围、拆解规划、并行调度子智能体调研、对抗式核验、综合成带引用的结构化报告。当任务需要多来源、可追溯、需事实核查的深度研究时使用此技能。

Generate opinion piece ideas from recent LinkedIn posts (last 30 days). Use when asked to find opinion topics, brainstorm article ideas, or cross-pollinate content between LinkedIn and opinion pieces.

Free web search via DuckDuckGo - no API key needed. Text, news, images. Use as fallback when other search tools unavailable.

Comprehensive SEO analysis skill for content optimization. Use when the user asks to perform SEO analysis, keyword research, content gap analysis, search intent analysis, or wants to optimize content…

Synthesize multi-source evidence into decision-ready research outputs with conflict tracking and citation hygiene.

Knowledge pack from 'Towards Digital Engineering: The Advent of Digital Systems Engineering' (Huang et al., Old Dominion University, arXiv:2002.11672, 2020). Use when reasoning about digital…

Conduct rigorous research with proper citations (DOI, arXiv, PMID) and source triangulation. MUST BE USED when user asks: "what is SOTA", "recent developments", "compare X vs Y", "is it true that",…

Polish academic prose, de-AI-ify text, control claim strength, or rewrite method sections for CS/AI/ML papers. Executes Prose Quality Gate, Claim Strength Audit, and de-AI pass. Use when: removing AI…

This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", or mentions direct scoring, pairwise…

Launches "Model Office" — a live browser dashboard that visualizes multi-model job routing as a blocky Lego/Minecraft-style pixel office. Type one task, a dispatcher LLM decomposes it into subtasks…

经济金融研究的完整想法发现流程。从研究方向出发，经过文献综述、想法生成、新颖性验证、实证方法设计和数据获取，输出经过数据实证验证的可执行研究方案。

Run end-to-end B2B cold-email outreach through the Hyper MCP — enrich prospects with Apollo, scrape per-prospect signals from company sites and LinkedIn, draft personalized emails using proven hook…

面向3D人体动作生成的论文检索下载工具，支持快速模式(1论文→追作者)和全量双路线搜索，内置严格Human Motion过滤和作者消歧

Multi-source research with citations using You.com. Use for questions that need several sources compared and synthesized, such as library or framework comparisons, tool and vendor evaluations, market…

Read, study, and answer questions about long books and papers without loading the whole text into one context window, keeping page-anchored notes as a reusable workspace. Use whenever the user asks to…

准备组会、论文汇报、开题与答辩，支持可编辑 PPTX 制作、既有模板改稿、讲稿与问答演练；也用于会议交流、研究记录与 AI 协作。只要提纲或练习时不启动制稿，现行会议与资助规则另行核验。

欧洲留学选国选校。当用户输入 /euro-school，或问"去哪个国家好"、"帮我选校"、 "德国还是荷兰"、"我这个背景能申什么学校"、"哪个国家性价比高"、"我想做 X 行业该去哪"、 "保底校怎么选"、"跨专业能申吗"时触发。用于 school selection、which country should I choose、shortlist programs。

Core Python library for astronomy and astrophysics workflows that need Astropy APIs, including units/quantities, coordinates, FITS I/O, tables, time systems, WCS, and cosmology. Use when implementing…

Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero Web API v3. Use this…

Initialize a new AI co-mathematician research project. Use when the user wants to start a new math research investigation with AI agent support, or types "/co-math-init", "start a co-math project",…

初五的热点舆情分析Skill。研判外部热点、行业争议、同业事故、政策变化、负面叙事和网帖传闻，交付传播状态、舆情实质、条件走势与业务风险；传播证据不足时保留未定状态。单篇文章使用media-narrative-analysis，上线前预案使用pr-contingency-plan；是否回应及动作取舍尚未解决时再交judgment-hub。

Research public Meta Ad Library ads and report observed creative patterns as observations or hypotheses.

Use this skill when the user asks to research a topic, find information online, compare options, investigate a question, or compile findings from multiple sources. Trigger for any task that requires…

Search arXiv preprint repository for papers in physics, mathematics, computer science, quantitative biology, and related fields.

Refine a broad literature review topic into a bounded question for searching and screening, including explanatory, scoping, conceptual, and historical reviews. Use for thesis proposals, journalism and…

Discover entities (companies, people, products, etc.) matching a natural-language description. Use when the user asks to 'find all X' or 'list every Y that…' — e.g., 'Find AI startups that raised…

Manages a Zotero academic reference library through both the local API (localhost:23119, read-only) and the Web API (api.zotero.org, read-write), using a structured collection hierarchy (Inbox /…

Convert scientific papers, theses, technical reports, source code, figures, or research manuscripts into evidence-grounded Chinese invention patent drafts. Use when an AI agent must extract patentable…

This skill should be used when mining academic literature from PubMed, OpenAlex or Semantic Scholar — searching papers by topic or keywords, deduplicating multi-source results, filtering by relevance…

Full research pipeline: idea to submittable paper in one session. Orchestrates /lit-review, /novelty-check, /experiment, /analyze-results, and /write-paper with human checkpoints at every phase…

Use when executed research materials, results, observations, analyses, or draft claims need to become a Research Architect evidence bank, claim register, manuscript-wide display sequence, panel-level…

Runs the SkillOpt single-lineage optimization loop, which organizes a hill-climb into epochs over mini-batches of train tasks under a textual learning rate — an integer edit budget that decays on a…