Skill rating

Implement mHC (Manifold-Constrained Hyper-Connections) for stabilizing deep network training. Use when implementing residual connection improvements with doubly stochastic matrices via Sinkhorn-Knopp

Search Web of Science for academic literature through institutional access, filter by journal, impact factor, or date, and automatically import results into Zotero. Use when the user wants to find and

Generate three academically appropriate alternative thesis titles in both Chinese and English from a user's complete thesis, dissertation, undergraduate paper, graduation thesis, abstract, chapter dra

Write detailed, academically rigorous Chinese methodology chapters or methodology sections for theses, dissertations, and undergraduate papers. Use when users ask to write, expand, polish, or structur

Use when the user mentions wos, WOS, WoS, or Web of Science and wants topic-based literature search, Shenzhen University library login, paper screening, abstract extraction, and writing results into a

Audit and rewrite Chinese or English content to remove AI tone ("AI-isms"), then pull it toward a target human voice. Use this skill when asked to "remove AI tone," "sound human," "去 AI 味," "说人话," "活人

Bilingual interview prep skill for Business Analysis, BI & Data Analysis roles. Covers methodologies (RFM/PSM/DID), STAR storytelling, real interview Q&A, and salary negotiation. 中英双语：商业分析/数据分析岗位面试通关指

CatBus AI Agent Network — access stronger models and remote skills beyond your local setup. Install CatBus to join a P2P network of AI agents with model/best (strongest model routing), web search (tav

Turn existing project assets into a submission-ready academic paper. Use when the task involves CFP alignment, evidence scoping, abstract selection, outline expansion, figure planning, reviewer-style

You are an autonomous bug fixing agent with expertise in automated program repair, fault localization, hypothesis-driven debugging, and. Use when: autonomous fault localization using test failure anal

Author a NEW, complete, spec-compliant paper (essay/thesis chapter/literature review/课程论文) from a requirement (word-count/citation-style/sections) and/or a topic-选题. Use for "write me a paper on…", "写

Write detailed, academically rigorous Chinese results chapters or results sections for theses, dissertations, and undergraduate papers from a user's quantitative data, tables, statistical outputs, res

Use this skill when a litigation attorney, e-discovery counsel, or paralegal needs to prepare for an FRCP Rule 26(f) meet-and-confer or draft an ESI Protocol for federal civil litigation. Produces a m

Synthesize user research findings from interviews, surveys, and analytics. Create insight reports, customer journey maps, and actionable recommendations based on research data and qualitative findings

Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 min

Conduct comprehensive market research including competitive analysis, customer persona development, market sizing (TAM/SAM/SOM), survey design, and trend analysis. Synthesize insights for strategic de

You are a project manager specializing in agile methodologies and technical project coordination. Use when: agile methodologies, project planning, team coordination, tools & platforms, user stories.

Verify academic citations against CrossRef, Semantic Scholar, and OpenAlex. Detects AI-hallucinated references, chimeric citations, and suspicious patterns.

Use this skill any time the user wants in-depth research or comprehensive analysis on any topic. This includes: industry analysis, competitive landscape mapping, market sizing, trend analysis, technol

Use this skill when a GIS analyst, urban planner, environmental consultant, or site selection professional needs to draft a multi-criteria site suitability analysis (MCSA) report documenting spatial d

World-Class Adaptability & Learning Playbook. Use for: market trend awareness, horizon scanning, PESTLE analysis, organisational agility, Kaizen, PDCA cycles, 5S, lean operations, experimentation cult

王小波杂文风格写作助手。基于《我的精神家园》45篇杂文的深度分析，提炼出逻辑性、趣味性、幽默感三大核心及七种可套用技法。触发词：王小波风格、小波风格、王小波式、wangxiaobo style、幽默杂文、逻辑推演、归谬法、杂文体、科普写作、趣味写作、花剌子模信使。 适用场景：学术内容通俗化改写、科普文章创作、杂文写作、需要逻辑推演和幽默表达的文本、分析或模仿王小波文风的中文写作任务。 A Chin

Use Perplexity API for web-grounded AI search and research. Use when user needs up-to-date information, multi-step reasoning with web citations, exhaustive research with source references, factual que

Use Perplexity API for web-grounded AI search and research. Use when user needs up-to-date information, multi-step reasoning with web citations, exhaustive research with source references, factual que

Find and analyze potential academic advisors, supervisors, or faculty for a target university, school, department, or research direction. Use when the user asks to find professors/mentors/PI/faculty,

Write Zhihu articles that rank on the hot list and earn genuine upvotes, using a research-driven methodology with Phase 0 knowledge reconnaissance, structured credibility building, and Zhihu algorithm

Intelligent search for agents. Multi-source retrieval with confidence scoring - web, academic, and Tavily in one unified API.

Given an arxiv identifier or arxiv abs/pdf URL, download the LaTeX source (or, if PDF-only, fall back to MinerU's PDF -> Markdown API), ask an OpenRouter model to generate a Beamer presentation introd

Creates, optimizes, validates, and packages AI Agent Skills (SKILL.md format). Mandatory 6-Phase workflow with quality gates: Phase 0: Task Classification + Hypothesis Generation Phase 1: Deep Requir

This skill should be used when analyzing market breadth charts, specifically the S&P 500 Breadth Index (200-Day MA based) and the US Stock Market Uptrend Stock Ratio charts. Use this skill when the us

Engineering literature survey following Academic Research methodology. Two modes (initial survey / daily reading), two-phase workflow with user checkpoints, IEEE citations, structured briefs with tabl

Diagnose vocabulary in the Discussion of an English psychology research paper. Checks (1) use of academic register and high-frequency academic expressions from the 5 functional categories in *Science

Diagnose academic-writing conventions in the Discussion of an English psychology research paper. Checks the Achievement/Contribution statement (placement, type among 4 — method / results / impact / ap

Search scholars and fetch scholar profile via open.bohrium.com. Use when: user asks to find/search/look up a scholar, researcher, or academic by name, affiliation, or research direction; or asks about

Web search via Bohrium's open-platform proxy (backed by searchapi.io). Use when: user needs to search the open web for research papers, documentation, tutorials, news, or general information. NOT for:

Submit a protein variant hypothesis to Clarity Protocol for validation and folding. Use when the user asks to submit a hypothesis, propose a protein variant, queue a fold, or investigate a mutation. R

科研文献智能监测与摘要推送系统。自动监测多个学术信源（arXiv、PubMed、CNKI等），根据用户关注的领域和关键词采集最新论文，生成中文摘要并推送。适用于需要跟踪学术前沿的科研工作者、研究生、教师等。使用场景包括：(1) 定时监测特定研究领域的最新论文，(2) 根据关键词筛选高相关度论文，(3) 自动生成论文中文摘要，(4) 接收每日/每周文献推送（需配置飞书渠道）。

Search the web with Perplexity Sonar API for current information, citations, and web-grounded answers.

Review academic papers for correctness, quality, and novelty using OpenJudge's multi-stage pipeline. Supports PDF files and LaTeX source packages (.tar.gz/.zip). Covers 10 disciplines: cs, medicine, p

Search arXiv by keyword, filter by submitted date range, fetch arXiv papers from an arXiv ID or URL, convert papers into Markdown and PDF files in the workspace, and maintain daily topic archives with

Learned from arXiv paper GameDevBench: Evaluating Agentic Capabilities Through Game Development. Use this skill to scaffold Node.js experiments based on the paper method.

Daily AI news aggregator. Fetches latest AI-related content from HackerNews, GitHub Trending, ArXiv papers, and web search (Brave/Tavily). Use for: (1) Getting daily AI digest, (2) Staying updated w

Complete financial analysis methodology for OpenClaw. A 6-skill collection covering investment banking, commercial banking, asset management, insurance, source attribution, and standardized output. Us

Catalysis literature search skill. Given a user-provided catalyst topic, reaction type, or material system, retrieve and organize relevant catalysis research papers from the open web (ScienceDirect, a

Use this skill when a sustainability lead, ESG analyst, or reporting manager needs to run a CSRD/ESRS-compliant double materiality assessment. Covers impact and financial materiality separately, stake

Use when absorbing ideas, capabilities, workflows, architecture, quality systems, ecosystem extensions, or engineering practices from any reference system into the current project through original, pr

Central hub for academic research — search papers, download documents, extract citations, gather research materials across multiple databases (arXiv, Google Scholar, Semantic Scholar, etc.).

一次性注入器，为目标仓库生成定制版 CLAUDE.md 记忆文件，植入 kinema 的 TDD 方法论（三阶测试体系、分层 conftest、网络/IO 边界、命名规则、覆盖率门槛、fixture 治理）。适用场景：用户想在新仓库初始化 TDD 规范、把测试标准注入/导入到另一个仓库、或在正式开发前确立测试约定。每个仓库只运行一次——这**不是**开发期间的常驻助手。当用户说出诸如 "把测试规范

AI-powered consulting knowledge management. Search engagement records, methodology frameworks, deliverable templates, and best practices with structured extraction.

High-accuracy web search and research via Parallel.ai API. Optimized for AI agents with rich excerpts and citations.