| 1 |
1password |
scienceclaw-migrated |
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in ( |
| 2 |
9layer-framework-audit |
prjmail-migrated |
自动化审计 9 层层级逻辑链框架文档的完整性、一致性、规范性和成熟度，提供 5 维度成熟度量化评估与 150 项质量检查。 |
| 3 |
academic-deep-research |
research |
Transparent, rigorous research with full methodology --- not a black-box API wrapper. Conducts exhaustive invest |
| 4 |
academic-figures |
research |
Academic-figures 论文配图一键生成：别再为返工改图发愁。一条命令生成顶刊级论文配图： 14种图表（柱状/散点/热力/森林/KM/ROC/ 小提琴/组合/流程...）、7套配色（含Okabe-Ito色盲安全）、 |
| 5 |
academic-literature-search |
scienceclaw-migrated |
Use this skill when the user asks to search for academic papers, retrieve literature, generate citations, form |
| 6 |
academic-natural-rewrite |
research |
Use this skill when the user provides Chinese thesis or academic writing and asks for deep polishing, restruct |
| 7 |
academic-paper-assistant |
research |
专业的学术论文写作助手。当用户要求撰写、修改、润色学术论文，或需要论文结构规划、参考文献整理、学术用语规范化、查重检测等支持时使用。触发短语包括："写论文"、"润色论文"、"修改论文"、"论文结构"、"参考文献格式"、" |
| 8 |
academic-paper-generator |
research |
根据论文提纲生成完整学术论文（Word格式），含数据分析、图表、公式。 适用于统计学/计量经济学/数据分析类课程论文。触发词：论文提纲、写论文、 生成论文、统计学论文、数据分析报告、课程论文。 ⚠️ 定性案例论文请用 c |
| 9 |
academic-polish |
research |
学术文本润色：去口语化、优化逻辑、保持术语不变、中英互译、输出修改对照。 |
| 10 |
academic-pre-review-committee |
research |
由五位资深审稿人组成的"学术预审委员会"，根据用户需求调度对应的审稿人角色进行论文审查。支持全面审稿（依次调度全部五个角色）和指定维度审稿。触发关键词：审稿、预审、论文审查、理论贡献、方法论、文献对话、逻辑链条、主编预筛 |
| 11 |
academic-reference-enhancer |
research |
Add, verify, format, and insert academic references for papers, thesis chapters, technical reports, stage repo |
| 12 |
active-recall-testing |
bmad-migrated |
Strengthen long-term memory through active retrieval practice rather than passive re-reading |
| 13 |
adaptive-skill-stack |
autonomous-ai-agents |
自适应技能叠加技能------一个能够根据用户需求实时演化的元技能。每次使用时自动分析需求，叠加已有能力或构建全新能力实例，完成任务后将新获能力写入参考文件实现持续进化。此技能自身SKILL.md永不修改，但可自由改写自身的参考 |
| 14 |
adaptyv |
openclaw-migrated |
Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needin |
| 15 |
advanced-rubber-duck |
bmad-migrated |
Apply structured rubber duck debugging with cognitive perspective switching to identify and resolve complex pr |
| 16 |
aeon |
openclaw-migrated |
This skill should be used for time series machine learning tasks including classification, regression, cluster |
| 17 |
agent-browser |
autonomous-ai-agents |
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating |
| 18 |
agent-deep-research |
research |
Async deep research via Gemini Interactions API (no Gemini CLI dependency). RAG-ground queries on local files |
| 19 |
agent-memory |
autonomous-ai-agents |
AgentMemory：AI 智能体的持久记忆系统。跨会话记住事实、从经验中学习、追踪实体。当用户需要持久化记忆、跨会话上下文、经验学习时使用。 |
| 20 |
agent-reach |
prjmail-migrated |
Give your AI agent eyes to see the entire internet. Search and read 16 platforms: Twitter/X, Reddit, YouTube, |
| 21 |
agent-skill-migration |
autonomous-ai-agents |
Use when importing skills from other agents into Hermes. |
| 22 |
agent-team-orchestration |
autonomous-ai-agents |
Orchestrate multi-agent teams with defined roles, task lifecycles, handoff protocols, and review workflows. Us |
| 23 |
ai-agent-building |
prjmail-migrated |
Production AI agent development --- LangGraph, CrewAI, tool design, memory, RAG pipelines, multi-agent patterns, |
| 24 |
ai-prompt-library-pro |
creative |
AI 绘画提示词库，包含 1000+ 高质量 Midjourney/Stable Diffusion 提示词模板，覆盖人像、风景、产品、插画等场景。 |
| 25 |
airtable |
productivity |
Airtable REST API via curl. Records CRUD, filters, upserts. |
| 26 |
algo-mfg-doe |
openclaw-migrated |
Design and analyze factorial experiments to identify significant process factors and optimize settings. Use th |
| 27 |
algorithm-olympiad |
bmad-migrated |
Facilitate competitive programming exercises for team skill development in algorithmic thinking and coding pro |
| 28 |
alphafold-database |
openclaw-migrated |
Access AlphaFold 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF |
| 29 |
analysis-campaign |
codex-migrated |
Use when a quest needs one or more follow-up runs such as ablations, robustness checks, error analysis, or fai |
| 30 |
ancientman-cn |
productivity |
中文超压缩通信模式。通过像古代人一样简洁回应，将令牌使用量减少约75%，同时保持完整技术准确性。针对中文大模型（豆包、DeepSeek、千问等）进行专门优化，适配中文语言特点和不同大模型风格。新增古风小生模式，使用文言文 |
| 31 |
anndata |
openclaw-migrated |
Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integratin |
| 32 |
arboreto |
openclaw-migrated |
Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). |
| 33 |
architecture-decision-records |
bmad-migrated |
Document architectural decisions with context, rationale, and consequences for traceability and organizational |
| 34 |
architecture-diagram |
creative |
Dark-themed SVG architecture/cloud/infra diagrams as HTML. |
| 35 |
arxiv |
research |
Search arXiv papers by keyword, author, category, or ID. |
| 36 |
arxiv-reader |
research |
利用python，指定某个arxiv_id/url， 基于 LLM Agent 对这篇arxiv论文进行分类与深度阅读，直接print打印阅读笔记 |
| 37 |
arxiv-watcher |
research |
Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArX |
| 38 |
ascii-art |
creative |
ASCII art: pyfiglet, cowsay, boxes, image-to-ascii. |
| 39 |
ascii-video |
creative |
ASCII video: convert video/audio to colored ASCII MP4/GIF. |
| 40 |
asreview-screening |
scienceclaw-migrated |
Screen papers for systematic reviews using ASReview active learning. Use when: user has a large set of papers |
| 41 |
astronomy-cosmology |
scienceclaw-migrated |
Analyzes astronomical observations and cosmological models including telescope data processing, celestial mech |
| 42 |
astropy |
openclaw-migrated |
Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astro |
| 43 |
audience-adaptive-communication |
bmad-migrated |
Adapt communication style, depth, and terminology based on audience analysis for effective knowledge transfer |
| 44 |
automation-workflows |
software-development |
Design and implement automation workflows to save time and scale operations as a solopreneur. Use when identif |
| 45 |
autoresearch |
research |
Run Karpathy-style autoresearch optimization on any content. Generates 50+ variants, scores with a 5-expert si |
| 46 |
baidu-famou-v1 |
productivity |
能验证、能闭环的决策智能体------生产排程/物流规划/工艺优化三大场景，企业级记忆系统 |
| 47 |
baoyu-infographic |
creative |
Infographics: 21 layouts x 21 styles (信息图, 可视化). |
| 48 |
baseline |
codex-migrated |
Use when a quest needs to attach, import, reproduce, repair, verify, compare, or publish a baseline and its me |
| 49 |
bear-notes |
scienceclaw-migrated |
Create, search, and manage Bear notes via grizzly CLI. |
| 50 |
benchling-integration |
openclaw-migrated |
Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API |
| 51 |
biopython |
openclaw-migrated |
Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phyl |
| 52 |
biorxiv-database |
openclaw-migrated |
Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences pr |
| 53 |
bioservices |
openclaw-migrated |
Unified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, |
| 54 |
blocked-page-recovery |
research |
Recover blocked/paywalled/WAF'd pages via fallbacks. |
| 55 |
blogwatcher |
research |
Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool. |
| 56 |
blucli |
scienceclaw-migrated |
BluOS CLI (blu) for discovery, playback, grouping, and volume. |
| 57 |
bluebubbles |
scienceclaw-migrated |
Use when you need to send or manage iMessages via BlueBubbles (recommended iMessage integration). Calls go thr |
| 58 |
box |
productivity |
Box manages cloud files, sharing, search, and metadata. |
| 59 |
brenda-database |
openclaw-migrated |
Access BRENDA enzyme database via SOAP API. Retrieve kinetic parameters (Km, kcat), reaction equations, organi |
| 60 |
browser-use |
prjmail-migrated |
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the u |
| 61 |
business-model-analyzer |
productivity |
基于SKILL框架的商业模式分析工具，帮助用户系统性地研究和构建商业模式。整合商业模式画布9大板块、逻辑四维与深化三维研究视角、产业链定位、文化主张与认知解决四大模块。适用于商业分析、BP撰写、战略规划、投资决策等场景。 |
| 62 |
camsnap |
scienceclaw-migrated |
Capture frames or clips from RTSP/ONVIF cameras. |
| 63 |
canvas |
scienceclaw-migrated |
Display HTML content on connected OpenClaw nodes (Mac/iOS/Android) via the canvas host --- present, navigate, sn |
| 64 |
capability-evolver |
autonomous-ai-agents |
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol- |
| 65 |
cellxgene-census |
openclaw-migrated |
Query the CELLxGENE Census (61M+ cells) programmatically. Use when you need expression data across tissues, di |
| 66 |
census-data |
scienceclaw-migrated |
US Census Bureau data via API. Use when: user asks about US demographics, population, housing, or economic dat |
| 67 |
cg-paper-writing |
research |
Academic paper writing for 3D vision, computer graphics, CAD, and 3D understanding. Covers NeRF, 3DGS, SLAM, p |
| 68 |
chaos-monkey-testing |
bmad-migrated |
Inject controlled failures into production systems to test resilience and recovery capabilities through chaos |
| 69 |
checking-cn-patent-format |
productivity |
使用多Agent并行架构审查中国专利申请文件(.docx/.doc)，生成带修订追踪和批注的docx副本。当用户要求检查、审查、审阅或校对中国专利申请文件(.docx/.doc)时使用，尤其是用户明确要求使用多Agent |
| 70 |
chembl-database |
openclaw-migrated |
Query ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve b |
| 71 |
chemistry |
scienceclaw-migrated |
Computational chemistry, cheminformatics, and drug discovery workflows. |
| 72 |
chemistry-tools |
scienceclaw-migrated |
Computational chemistry tools including molecular structure, chemical reactions, thermodynamics, spectroscopy |
| 73 |
chinese-academic-writing |
research |
中文学术论文写作全流程助手，覆盖选题构思、大纲规划、开题报告、文献综述、分章写作、引用管理、语言润色到投稿自检。特别适用于中文研究、历史学、哲学、文学等人文学科论文写作。内建《中国文哲研究集刊》等学术引用规范，支持脚注与 |
| 74 |
cirq |
openclaw-migrated |
Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circu |
| 75 |
citation-management |
openclaw-migrated |
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract |
| 76 |
citation-manager |
research |
Add real references and standardize citations for research papers and theses. Supports CrossRef integration, m |
| 77 |
claude-code |
autonomous-ai-agents |
Delegate coding to Claude Code CLI (features, PRs). |
| 78 |
claude-design |
creative |
Design one-off HTML artifacts (landing, deck, prototype). |
| 79 |
clawhub |
scienceclaw-migrated |
Use the ClawHub CLI to search, install, update, and publish agent skills from clawhub.com. Use when you need t |
| 80 |
clinical-decision-support |
openclaw-migrated |
Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research setti |
| 81 |
clinical-reports |
openclaw-migrated |
Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/p |
| 82 |
clinical-trial |
scienceclaw-migrated |
Designs and analyzes clinical trials including sample size calculation, randomization schemes, endpoint select |
| 83 |
clinicaltrials-database |
openclaw-migrated |
Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve tr |
| 84 |
clinpgx-database |
openclaw-migrated |
Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, a |
| 85 |
clinvar-database |
openclaw-migrated |
Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classif |
| 86 |
cobrapy |
openclaw-migrated |
Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems |
| 87 |
code-execution |
scienceclaw-migrated |
Execute scientific Python code for computation, data analysis, simulation, and verification. Use when: (1) run |
| 88 |
code-review-baptism |
bmad-migrated |
Conduct systematic code review processes to identify defects, improve code quality, and facilitate knowledge s |
| 89 |
code-science |
scienceclaw-migrated |
Scientific programming best practices including reproducible research, computational notebooks, version contro |
| 90 |
codebase-inspection |
github |
Inspect codebases w/ pygount: LOC, languages, ratios. |
| 91 |
codex |
autonomous-ai-agents |
Delegate coding to OpenAI Codex CLI (features, PRs). |
| 92 |
coding-agent |
scienceclaw-migrated |
Delegate coding tasks to Codex, Claude Code, or Pi agents via background process. Use when: (1) building/creat |
| 93 |
cogniexec |
software-development |
认知执行技能 --- 整合认知套件与执行框架两大能力层，并配备编排引擎。 认知层：四种思维操作码（直用/改进/迁移/构建）覆盖所有思考任务； 执行层：大语言模型 + 命令执行工具，自动化代码生成与脚本执行； 编排引擎：将所有 |
| 94 |
comfyui |
creative |
Generate images, video, and audio via diffusion workflows. |
| 95 |
comparative-analysis-matrix |
bmad-migrated |
Evaluate multiple options through weighted multi-dimensional comparison matrices for structured decision-makin |
| 96 |
competitor-intelligence |
prjmail-migrated |
Competitive analysis frameworks, market positioning, feature comparison matrices, and win/loss analysis for st |
| 97 |
competitor-news-monitor |
research |
Watch named companies for material news; cited digests. |
| 98 |
computational-pathology-agent |
scienceclaw-migrated |
Analyze Whole Slide Images (WSI) for digital pathology --- tissue detection, tiling into patches, nuclei segment |
| 99 |
computer-use |
autonomous-ai-agents |
Drive the desktop in the background without stealing focus. |
| 100 |
content-strategy |
prjmail-migrated |
Topic clusters, pillar/cluster model, content scoring matrix, editorial calendar template, gap analysis workfl |
| 101 |
context-memory |
autonomous-ai-agents |
解决AI记忆混乱问题------"今天讲明天忘"。通过文件系统和规则流程实现持久记忆，确保新任务开始时自动回顾上下文，而不是靠"想"。核心机制：任务开始判断→读取记忆→执行→保存。适用于频繁切换话题或任务的AI协作场景。 |
| 102 |
context-memory-manager |
autonomous-ai-agents |
Agent 上下文记忆管理。每次被唤醒时自动检查 session 上下文使用率， 超过阈值时保存完整对话并提炼记忆。支持每日定时复盘已有记忆、 合并冗余、防止遗忘。 使用场景：(1) 自动监控上下文使用率 (2) 超阈值 |
| 103 |
contract-review |
productivity |
合同智囊：合同审核、合同审查、合同修改、合同修订、合同风险识别、 合同模板对比、合同条款补充、合同起草、合同起草修改、 合同条款检查、合同合规审查、合同合法性审核、 合同Track Changes修订、Word修订模式、 |
| 104 |
convergence-study |
scienceclaw-migrated |
Spatial and temporal convergence analysis with Richardson extrapolation and Grid Convergence Index (GCI) for s |
| 105 |
copernicus-climate |
scienceclaw-migrated |
Access Copernicus Climate Data Store (CDS) for ERA5 reanalysis, climate projections, and satellite observation |
| 106 |
copywriting |
prjmail-migrated |
Headline frameworks (PAS/AIDA/4U/BAB), page-by-page playbooks, CTA optimization, voice calibration, and before |
| 107 |
cosmic-database |
openclaw-migrated |
Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, ge |
| 108 |
create-colleague |
autonomous-ai-agents |
Use when turning a coworker's chats, docs, emails, and notes into a reusable AI skill that captures work metho |
| 109 |
create-psychological-counselor |
productivity |
--- |
| 110 |
creative-thinking-for-research |
scienceclaw-migrated |
Applies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking ge |
| 111 |
critical-perspective-challenge |
bmad-migrated |
Challenge assumptions and proposals through devil's advocate questioning to overcome groupthink and identify w |
| 112 |
critique-and-refine |
bmad-migrated |
Provide constructive criticism using structured feedback frameworks to balance critique with improvement guida |
| 113 |
cross-functional-war-room |
bmad-migrated |
Establish rapid-response cross-functional war rooms for agile collaboration, information sharing, and fast dec |
| 114 |
cross-pollination |
bmad-migrated |
Combine knowledge, technologies, and methods from different domains to create breakthrough innovations |
| 115 |
crossref-search |
scienceclaw-migrated |
Academic metadata search via CrossRef API. Use when: user needs DOI resolution, citation counts, journal metad |
| 116 |
customer-service-roleplay |
bmad-migrated |
Conduct role-playing scenarios for customer service training through immersive experience and skill internaliz |
| 117 |
dask |
openclaw-migrated |
Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/N |
| 118 |
data-analytics |
prjmail-migrated |
Data analysis workflows, SQL query patterns, dashboard design, KPI frameworks, and data storytelling for busin |
| 119 |
data-extractor |
scienceclaw-migrated |
Extract numerical data from scientific figure images using Claude vision + OpenCV calibration. Supports 26+ pl |
| 120 |
data-pipeline |
openclaw-migrated |
Data pipeline and ETL automation - extract, transform, load workflows for data integration and analytics |
| 121 |
data-transform |
scienceclaw-migrated |
Transform, clean, reshape, and preprocess data using pandas and numpy. Works with ANY LLM provider (GPT, Gemin |
| 122 |
data-visualization-biomedical |
scienceclaw-migrated |
Publication-quality visualizations for biomedical and genomics data --- volcano plots, clustered heatmaps, UMAP, |
| 123 |
data-visualization-expert |
scienceclaw-migrated |
Generate insightful, publication-quality visualizations from raw tabular data (CSV/JSON/Excel) --- clean, style, |
| 124 |
data-viz-plots |
scienceclaw-migrated |
Create publication-quality plots and visualizations using matplotlib and seaborn. Works with ANY LLM provider |
| 125 |
datacommons-client |
openclaw-migrated |
Work with Data Commons, a platform providing programmatic access to public statistical data from global source |
| 126 |
datamol |
openclaw-migrated |
Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug dis |
| 127 |
dblp-search |
scienceclaw-migrated |
Computer science bibliography via DBLP API. Use when: user asks about CS publications, author publication list |
| 128 |
debate-club |
bmad-migrated |
Facilitate structured debate sessions where opposing viewpoints are argued to reach higher-level truth through |
| 129 |
decision |
codex-migrated |
Use when the quest needs an explicit go, stop, branch, reuse-baseline, write, finalize, reset, or user-decisio |
| 130 |
deep-research |
prjmail-migrated |
Conduct enterprise-grade research with multi-source synthesis, citation tracking, and verification. Use when u |
| 131 |
deep-research-swarm |
scienceclaw-migrated |
Multi-agent parallel literature research --- fan out search tasks, synthesize evidence, verify citations, and pr |
| 132 |
deep-research-team |
research |
Use when 需要深度研究/行业报告/竞品分析/技术综述。7角色5阶段多智能体团队（delegate_task驱动）：初调→大纲→逐章调研-审稿-修订循环→报告框架→整本审校发布，带证据分级、声明核查账本、研究方法章 |
| 133 |
deep-research-web |
research |
Structured deep research workflow with human-in-the-loop control. Use /research to generate research outline, |
| 134 |
deepchem |
openclaw-migrated |
Molecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) wi |
| 135 |
deeptools |
openclaw-migrated |
NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, p |
| 136 |
delegate-task-teams |
autonomous-ai-agents |
Use when 用 delegate_task 编排多智能体团队。主编当 lead、成员走 context。 |
| 137 |
denario |
openclaw-migrated |
Multiagent AI system for scientific research assistance that automates research workflows from data analysis t |
| 138 |
design-md |
creative |
Author/validate/export Google's DESIGN.md token spec files. |
| 139 |
design-of-experiments |
openclaw-migrated |
Generates structured experimental designs (factorial, response surface, Taguchi) to systematically discover ho |
| 140 |
diffdock |
openclaw-migrated |
Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, vi |
| 141 |
digital-twin-stress-testing |
bmad-migrated |
Test flood management systems through digital twin simulations of extreme scenarios including unprecedented ra |
| 142 |
discord |
scienceclaw-migrated |
Discord ops via the message tool (channel=discord). |
| 143 |
dnanexus-integration |
openclaw-migrated |
DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run work |
| 144 |
document-to-action-items |
productivity |
Extract cited obligations, deadlines, tasks from documents. |
| 145 |
documentation |
openclaw-migrated |
Write and maintain technical documentation. Trigger with "write docs for", "document this", "create a README", |
| 146 |
docx |
openclaw-migrated |
Document toolkit (.docx). Create/edit documents, tracked changes, comments, formatting preservation, text extr |
| 147 |
dogfood |
software-development |
Exploratory QA of web apps: find bugs, evidence, reports. |
| 148 |
drug-discovery-search |
openclaw-migrated |
End-to-end drug discovery platform combining ChEMBL compounds, DrugBank, targets, and FDA labels. Natural lang |
| 149 |
drugbank-database |
openclaw-migrated |
Access and analyze comprehensive drug information from the DrugBank database including drug properties, intera |
| 150 |
economics-analysis |
scienceclaw-migrated |
Economic analysis including econometrics, causal inference, time series economics, game theory, welfare analys |
| 151 |
education-research |
scienceclaw-migrated |
Supports education research including pedagogical method evaluation, learning analytics, assessment design, cu |
| 152 |
eightctl |
scienceclaw-migrated |
Control Eight Sleep pods (status, temperature, alarms, schedules). |
| 153 |
email-inbox-triage |
email |
Triage an inbox: prioritize threads, draft replies safely. |
| 154 |
ena-database |
openclaw-migrated |
Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assembli |
| 155 |
energy-systems |
scienceclaw-migrated |
Analyzes energy systems including renewable energy resource assessment, power grid modeling, battery storage o |
| 156 |
ensembl-database |
openclaw-migrated |
Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, c |
| 157 |
environmental-science |
scienceclaw-migrated |
Analyzes environmental and climate data including temperature trends, pollution monitoring, ecological modelin |
| 158 |
epidemiology |
scienceclaw-migrated |
Performs epidemiological analyses including disease modeling (SIR/SEIR), outbreak investigation, risk factor i |
| 159 |
esm |
openclaw-migrated |
Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across |
| 160 |
etetoolkit |
openclaw-migrated |
Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paral |
| 161 |
Evolution Engine |
autonomous-ai-agents |
仿生进化引擎。三阶八柱架构，无感触发机制，真正改变智能体行为。从感知到推理到策略，越用越懂你，行为持续精进，能力自主进化。 |
| 162 |
excalidraw |
creative |
Hand-drawn Excalidraw JSON diagrams (arch, flow, seq). |
| 163 |
experiment |
codex-migrated |
Use when a quest is ready for a concrete implementation pass or a main experiment run tied to a selected idea |
| 164 |
expert-panel |
bmad-migrated |
Convene expert panels using Delphi methodology to leverage structured expert knowledge for high-quality decisi |
| 165 |
explain-reasoning-process |
bmad-migrated |
Externalize and articulate reasoning chains to enhance understanding through self-explanation effects |
| 166 |
exploratory-data-analysis |
openclaw-migrated |
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill |
| 167 |
fda-database |
openclaw-migrated |
Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance i |
| 168 |
feynman-technique |
bmad-migrated |
Master concepts by teaching them in simple terms to identify knowledge gaps through forced simplification |
| 169 |
figure-polish |
codex-migrated |
Use when a quest needs a polished milestone chart, paper-facing figure, appendix figure, or a mandatory render |
| 170 |
finalize |
codex-migrated |
Use when the quest is ready to consolidate final claims, limitations, recommendations, summary state, and grap |
| 171 |
find-skills |
prjmail-migrated |
Search and discover OpenClaw skills from various sources. Use when: user wants to find available skills, searc |
| 172 |
first-principles-thinking |
bmad-migrated |
Break down problems to fundamental truths and reason upward from first principles to create innovative solutio |
| 173 |
five-whys-analysis |
bmad-migrated |
Drill down to root causes through iterative Why questioning to uncover fundamental issues |
| 174 |
flood-four-pre-audit |
bmad-migrated |
Audit the Forecast-Warning-Rehearsal-Plan closed-loop system for flood management accuracy and effectiveness |
| 175 |
flowio |
openclaw-migrated |
Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, co |
| 176 |
fluidsim |
openclaw-migrated |
Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulatio |
| 177 |
fmea-analysis |
bmad-migrated |
Systematically identify and prioritize failure modes using Risk Priority Number (RPN) calculations |
| 178 |
food-science |
scienceclaw-migrated |
Analyzes food science topics including nutritional composition, food chemistry, food safety hazard analysis, s |
| 179 |
framework-migrator |
prjmail-migrated |
九层框架迁移工具：自动化将 9 层框架结构迁移到新领域，含领域适配、模板生成与一致性校验。 |
| 180 |
gene-database |
openclaw-migrated |
Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, |
| 181 |
generate-image |
openclaw-migrated |
Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including pho |
| 182 |
geniml |
openclaw-migrated |
This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use |
| 183 |
genome-analysis |
scienceclaw-migrated |
Performs genomics analyses including gene expression profiling, BLAST sequence alignment, GWAS interpretation, |
| 184 |
genomics-analysis |
scienceclaw-migrated |
Orchestrates a genomics analysis workflow from gene query through expression analysis to pathway enrichment. U |
| 185 |
geo-database |
openclaw-migrated |
Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, |
| 186 |
geopandas |
openclaw-migrated |
Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Us |
| 187 |
geospatial-analysis |
scienceclaw-migrated |
Performs geospatial data analysis including GIS operations, spatial statistics, remote sensing image processin |
| 188 |
get-available-resources |
openclaw-migrated |
This skill should be used at the start of any computationally intensive scientific task to detect and report a |
| 189 |
gget |
openclaw-migrated |
Fast CLI/Python queries to 20+ bioinformatics databases. Use for quick lookups: gene info, BLAST searches, Alp |
| 190 |
gif-search |
media |
Search/download GIFs from Tenor via curl + jq. |
| 191 |
gifgrep |
scienceclaw-migrated |
Search GIF providers with CLI/TUI, download results, and extract stills/sheets. |
| 192 |
github-auth |
github |
GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login. |
| 193 |
github-code-review |
github |
Review PRs: diffs, inline comments via gh or REST. |
| 194 |
github-issue-to-pr |
github |
Carry a GitHub issue to a verified PR with honest CI state. |
| 195 |
github-issues |
github |
Create, triage, label, assign GitHub issues via gh or REST. |
| 196 |
github-pr-workflow |
github |
GitHub PR lifecycle: branch, commit, open, CI, merge. |
| 197 |
github-repo-management |
github |
Clone/create/fork repos; manage remotes, releases. |
| 198 |
global-biblio-base |
research |
全球12亿文献知识库（8千万中文期刊可下载）------通过 SmartLib 开放平台 API 提供中外文学术文献检索与下载能力，覆盖 8000 万篇授权中文期刊全文 + 12.28 亿条全球文献元数据（期刊 7.19 亿 / |
| 199 |
gnomad-database |
scienceclaw-migrated |
Query gnomAD (Genome Aggregation Database) for population allele frequencies, variant constraint scores (pLI, |
| 200 |
good-cop-bad-cop |
bmad-migrated |
Apply good cop/bad cop negotiation strategy to enhance persuasion through role contrast and psychological infl |
| 201 |
google-workspace |
productivity |
Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python. |
| 202 |
goplaces |
scienceclaw-migrated |
Query Google Places API (New) via the goplaces CLI for text search, place details, resolve, and reviews. Use f |
| 203 |
graph-of-thoughts |
bmad-migrated |
Implement Graph of Thoughts (GoT) for complex reasoning with arbitrary thought connections, merging, and aggre |
| 204 |
grounded-citations |
research |
Ground answers and documents in cited, verifiable sources. |
| 205 |
gtars |
openclaw-migrated |
High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with gen |
| 206 |
guizang-ppt-skill |
creative |
生成横向翻页网页 PPT（单 HTML 文件），含 WebGL 背景、章节幕封、数据大字报、图片网格等模板。提供两种风格：① "电子杂志 × 电子墨水"（衬线 + 流体背景 + 暖色） ② "瑞士国际主义"（无衬线 + |
| 207 |
gwas-database |
openclaw-migrated |
Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrie |
| 208 |
harness-engineering |
software-development |
Disciplined methodology for AI agents executing large, multi-step software tasks reliably. Covers context engi |
| 209 |
harvard-paper-zh |
research |
将中文需求快速改写并排版为哈佛格式论文（含摘要、关键词、目录、分级标题、参考文献），并导出 .docx。用户提到"写论文、哈佛格式、学术润色、生成Word论文、参考文献Harvard"时使用。 |
| 210 |
healthcheck |
scienceclaw-migrated |
Host security hardening and risk-tolerance configuration for OpenClaw deployments. Use when a user asks for se |
| 211 |
heartflow |
autonomous-ai-agents |
HeartFlow v0.13.163 --- 自主决策引擎，零依赖，~26ms 启动。 ## 一键启动 ```bash cd ~/.hermes/skills/ai/mark-heartflow-skill ./start |
| 212 |
heartflow-identity |
autonomous-ai-agents |
AI identity framework for self-improving AI agents. Includes: identity framework + HEARTCORE (heartbeat + self |
| 213 |
heartmula |
media |
HeartMuLa: Suno-like song generation from lyrics + tags. |
| 214 |
hermes-agent |
autonomous-ai-agents |
Use, configure, theme, extend, and orchestrate Hermes Agent. |
| 215 |
hermes-agent-skill-authoring |
software-development |
Author in-repo SKILL.md files: frontmatter and structure. |
| 216 |
hermes-dev-engineer |
software-development |
Comprehensive engineering skill for building large-scale software projects with Hermes Agent. Enables rapid pr |
| 217 |
hetongzhushou |
productivity |
合同助手：合同审查、起草、条款分析、风险识别与修改建议。当用户需要审查合同、起草合同、分析合同条款或识别合同风险时使用。 |
| 218 |
himalaya |
email |
Himalaya CLI: IMAP/SMTP email from terminal. |
| 219 |
histolab |
openclaw-migrated |
Lightweight WSI tile extraction and preprocessing. Use for basic slide processing tissue detection, tile extra |
| 220 |
hmdb-database |
openclaw-migrated |
Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical propertie |
| 221 |
huggingface-hub |
mlops |
HuggingFace hf CLI: search/download/upload models, datasets. |
| 222 |
humanizer |
creative |
Humanize text: strip AI-isms and add real voice. |
| 223 |
hypogenic |
openclaw-migrated |
Automated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematicall |
| 224 |
hypothesis-generation |
openclaw-migrated |
Structured hypothesis formulation from observations. Use when you have experimental observations or data and n |
| 225 |
idea |
codex-migrated |
Use when a quest needs concrete hypotheses, limitation analysis, candidate directions, or a selected idea rela |
| 226 |
image-prompt-architect |
creative |
AI 生图提示词架构师，为用户撰写结构化、可复现的高质量生图提示词。Use this skill ONLY when the user explicitly asks for help designing an imag |
| 227 |
image-prompt-generator |
creative |
基于五层拆解法的AI图片提示词生成器。将模糊的创意想法转化为结构严谨、可执行的图像生成规格书，支持多种风格预设和目标工具适配。 |
| 228 |
imsg |
scienceclaw-migrated |
iMessage/SMS CLI for listing chats, history, and sending messages via Messages.app. |
| 229 |
incontinence_alert_analysis |
research |
Automatically identifies wet clothing and abnormal excretion via visual AI. Instantly notifies caregivers to i |
| 230 |
information-extraction |
scienceclaw-migrated |
Extract structured entities, relations, and clauses from scientific and legal documents |
| 231 |
inspecting-hermes-desktop-dom |
software-development |
Read the live Hermes desktop DOM/CSS over CDP. |
| 232 |
intake-audit |
codex-migrated |
Use when a quest does not start from a blank state and the agent must first audit, trust-rank, and reconcile e |
| 233 |
iso-13485-certification |
openclaw-migrated |
Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Managemen |
| 234 |
jupyter-live-kernel |
data-science |
Iterative Python via live Jupyter kernel (hamelnb). |
| 235 |
kegg-database |
openclaw-migrated |
Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways |
| 236 |
klaus-team |
autonomous-ai-agents |
像搭积木一样组建你的 AI 开发团队。7 位专家角色任意勾选 + 拖拽排序 + 一键执行。PM 写需求、UI 出设计、BE 写后端、FE 写前端、QA 做验收------想用谁就用谁，想怎么排就怎么排。#AI团队 |
| 237 |
knowledge-discovery |
scienceclaw-migrated |
Discover patterns, build knowledge graphs, and extract insights from linguistic and historical data |
| 238 |
knowledge-synthesis |
scienceclaw-migrated |
Merge search results from many sources into one coherent, deduplicated answer with source attribution, confide |
| 239 |
labarchive-integration |
openclaw-migrated |
Electronic lab notebook API integration. Access notebooks, manage entries/attachments, backup notebooks, integ |
| 240 |
lamindb |
openclaw-migrated |
This skill should be used when working with LaminDB, an open-source data framework for biology that makes data |
| 241 |
latchbio-integration |
openclaw-migrated |
Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deplo |
| 242 |
latex-posters |
openclaw-migrated |
Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for confere |
| 243 |
lean4-prover |
scienceclaw-migrated |
Lean 4 theorem prover for formal verification. Use when: formal theorem proving, mathematical verification, pr |
| 244 |
legal-analysis |
scienceclaw-migrated |
Analyze legal contracts, extract clauses, and perform legal research with structured frameworks |
| 245 |
lessons-learned-extraction |
bmad-migrated |
Systematically identify and codify lessons learned from successes and failures for organizational knowledge |
| 246 |
lexiang-knowledge-base |
productivity |
乐享知识库 MCP 全功能 Skill。当用户提到「乐享」「知识库」「个人知识库」「我的知识库」「lexiang」，或提供 lexiangla.com 链接，或涉及知识库的搜索/写入/编辑/文件/配置等操作时使用。 |
| 247 |
life-safety-ethics-audit |
bmad-migrated |
Audit AI decision-making systems in emergency response for ethical compliance with life safety principles |
| 248 |
linear-solvers |
scienceclaw-migrated |
Select and configure linear solvers for systems Ax=b in dense and sparse problems. Use when choosing direct vs |
| 249 |
linguistics-analysis |
scienceclaw-migrated |
Analyze language structures, typological features, and semantic change across languages |
| 250 |
lit-synthesizer |
scienceclaw-migrated |
Search PubMed and bioRxiv, summarise papers with LLM, build citation graphs, and generate literature review se |
| 251 |
literature-review |
openclaw-migrated |
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv |
| 252 |
literature-review-synthesis |
bmad-migrated |
Conduct systematic literature reviews with structured synthesis across optimistic, skeptical, and integrative |
| 253 |
llama-cpp |
mlops |
llama.cpp local GGUF inference + HF Hub model discovery. |
| 254 |
llm-wiki |
research |
Karpathy's LLM Wiki: build/query interlinked markdown KB. |
| 255 |
lobster-self-iteration |
autonomous-ai-agents |
自我迭代 Skill：规则迭代、代码自动修改、闭环自动迭代、迭代评分四大核心能力。从对话复盘→问题发现→优化升级→规则生效的全闭环自我进化。当用户需要智能体自我改进、自动迭代、持续进化时使用。 |
| 256 |
long-task-harness |
prjmail-migrated |
长程任务执行框架，基于 Harness Engineering 方法论。当用户需要执行复杂、多步骤、跨 session 的长程任务时使用。触发场景：项目从 0 到 1 构建、复杂功能开发、多模块系统集成、长期迭代优化、需 |
| 257 |
majia-prompt-translator-python |
creative |
马甲系统 Python 版：越用越懂你的本地 AI 专家召唤器。根据用户描述的需求自动匹配并调用最合适的本地 AI 专家模块。当用户需要本地 AI 助手、专家匹配、场景化技能调用时使用。 |
| 258 |
manim-video |
creative |
Manim CE animations: 3Blue1Brown math/algo videos. |
| 259 |
maps |
productivity |
Geocode, POIs, routes, timezones via OpenStreetMap/OSRM. |
| 260 |
markdown-mermaid-writing |
scienceclaw-migrated |
Comprehensive markdown and Mermaid diagram writing skill. Use when creating any scientific document, report, a |
| 261 |
market-research-reports |
openclaw-migrated |
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG |
| 262 |
markitdown |
openclaw-migrated |
Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with |
| 263 |
matchms |
openclaw-migrated |
Spectral similarity and compound identification for metabolomics. Use for comparing mass spectra, computing si |
| 264 |
materials-project |
scienceclaw-migrated |
Query the Materials Project API v3 for crystal structures, band gaps, formation energies, and thermodynamic st |
| 265 |
materials-science |
scienceclaw-migrated |
Analyzes material properties including crystal structures, phase diagrams, mechanical/thermal/electronic prope |
| 266 |
materials-screening |
scienceclaw-migrated |
Orchestrates a materials screening workflow from database search through property filtering to stability asses |
| 267 |
math-computation |
scienceclaw-migrated |
Mathematical computation including symbolic math, numerical methods, linear algebra, calculus, differential eq |
| 268 |
matlab |
openclaw-migrated |
MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific |
| 269 |
matplotlib |
openclaw-migrated |
Low-level plotting library for full customization. Use when you need fine-grained control over every plot elem |
| 270 |
mcporter |
scienceclaw-migrated |
Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including |
| 271 |
medchem |
openclaw-migrated |
Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts, co |
| 272 |
medical-qa |
scienceclaw-migrated |
Medical question answering using structured biomedical knowledge bases and clinical datasets |
| 273 |
meeting-action-items |
productivity |
Turn meeting notes into cited decisions, owners, tickets. |
| 274 |
meidaxia-perspective |
productivity |
梅大侠的结构化分析思维。6个心智模型+文字声纹表达规则，用于复杂系统的分析与治理。 触发词：「梅大侠的视角」「梅大侠模式」「切换到梅大侠」。 仅适用于目标可定义、因素可量化、有干预抓手的问题，否则拒绝。 |
| 275 |
memory-setup |
autonomous-ai-agents |
Enable and configure Moltbot/Clawdbot memory search for persistent context. Use when setting up memory, fixing |
| 276 |
mentor |
codex-migrated |
Use when the work needs founder-level calibration for architecture convergence, verification rigor, product or |
| 277 |
mentor-apprentice |
bmad-migrated |
Facilitate cognitive apprenticeship relationships for transferring tacit knowledge through expert demonstratio |
| 278 |
merge-reconciler |
autonomous-ai-agents |
Neutral third-party resolution of agent merge conflicts. |
| 279 |
mesh-generation |
scienceclaw-migrated |
Plan and evaluate mesh generation for numerical simulations. Use when choosing grid resolution, checking aspec |
| 280 |
meta-prompting |
bmad-migrated |
Enable AI systems to reflect on their own prompting strategies and reasoning patterns through structured meta- |
| 281 |
metabolomics-workbench-database |
openclaw-migrated |
Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NM |
| 282 |
mibao-opcos |
productivity |
米宝OpcOS：一人公司操作系统。秘书处(记忆中枢)、档案室(文档档案)、协作部(岗位协作)、质检部(五关验证)。所有Agent必须遵守。 |
| 283 |
minimax-docx |
productivity |
Professional DOCX document creation, editing, and formatting using OpenXML SDK (.NET). Three pipelines: (A) cr |
| 284 |
modal |
openclaw-migrated |
Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models, |
| 285 |
model-usage |
scienceclaw-migrated |
Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (mos |
| 286 |
molecular-dynamics |
openclaw-migrated |
Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis. Set up protein/small molecule syste |
| 287 |
molfeat |
openclaw-migrated |
Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), co |
| 288 |
multi-agent-researcher |
research |
Use when 需要执行深度调研任务：市场分析、竞品研究、用户洞察、项目可行性等。一键触发10Agent协作：主编调度→5Scout并行侦察→Analyst+Critic整合质疑→Writer撰写→2Reviewer评 |
| 289 |
multi-dimensional-analysis |
productivity |
多维度 MECE 分析助手。对复杂问题进行全面、结构化、多维度的深入分析，确保维度相互独立、完全穷尽。 触发场景：决策困境、方案评估、风险评估、战略分析、产品分析、商业分析、技术架构分析等需要深度分析的问题。 工作流：M |
| 290 |
multi-personality-debate |
productivity |
多人格深度辩论系统。当用户提出观点、问题或决策时，召集五个不同思维模型的角色进行四轮结构化辩论（独立陈述→交叉质询→修正收敛→主持人裁判），最终输出共识区、核心分歧、盲区扫描、行动建议和置信度评估。适用于决策前的多角度碰 |
| 291 |
multi-search-engine |
creative |
Multi search engine integration with 16 engines (7 CN + 9 Global)。核心能力: - 安全工具领域的专业化AI辅助工具 - - 适用场景: - 安全审计、漏洞 |
| 292 |
multi-source-data-reconciliation |
bmad-migrated |
Reconcile conflicting data from satellite, IoT sensors, social media, and ground monitoring for accurate disas |
| 293 |
nano-banana-pro |
scienceclaw-migrated |
Generate or edit images via Gemini 3 Pro Image (Nano Banana Pro). |
| 294 |
nano-pdf |
productivity |
Edit text in existing PDFs via natural-language prompts. |
| 295 |
nature-data |
codex-migrated |
Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, |
| 296 |
nature-figure |
codex-migrated |
Submission-grade Nature/high-impact journal figure workflow for Python or R. Use whenever the user asks to cre |
| 297 |
nature-paper2ppt |
codex-migrated |
Build a complete but efficient Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, |
| 298 |
nature-polishing |
codex-migrated |
Polish, restructure, or translate academic prose into Nature-leaning English using the paper-architecture and |
| 299 |
ncbi-entrez |
scienceclaw-migrated |
Query NCBI E-utilities for GenBank sequences, gene info, SNPs, ClinVar variants, and literature links. Use whe |
| 300 |
networkx |
openclaw-migrated |
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when |
| 301 |
neurokit2 |
openclaw-migrated |
Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, |
| 302 |
neuropixels-analysis |
openclaw-migrated |
Neuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 |
| 303 |
neuroscience |
scienceclaw-migrated |
Supports neuroscience research including brain imaging analysis (fMRI, EEG), neural circuit modeling, cognitiv |
| 304 |
nlp-analysis |
scienceclaw-migrated |
Natural language processing for research including text mining, sentiment analysis, topic modeling, named enti |
| 305 |
nltk-linguistics |
scienceclaw-migrated |
NLP and corpus analysis via NLTK. Use when: user asks about tokenization, POS tagging, parsing, sentiment, or |
| 306 |
node-inspect-debugger |
software-development |
Debug Node.js via --inspect + Chrome DevTools Protocol CLI. |
| 307 |
nonlinear-solvers |
scienceclaw-migrated |
Select and configure nonlinear solvers for f(x)=0 or min F(x). Use for Newton methods, quasi-Newton (BFGS, L-B |
| 308 |
notion |
productivity |
Notion API + ntn CLI: pages, databases, markdown, Workers. |
| 309 |
npm-dependency-resolution |
devops |
Diagnose & fix npm install hangs, ERESOLVE, incomplete tree. |
| 310 |
npm-install-hang-diagnosis |
software-development |
Use when npm install hangs or stalls while resolving deps. |
| 311 |
numerical-integration |
scienceclaw-migrated |
Select and configure time integration methods for ODE/PDE simulations. Use when choosing explicit/implicit sch |
| 312 |
numerical-stability |
scienceclaw-migrated |
Analyze and enforce numerical stability for time-dependent PDE simulations. Use when selecting time steps, cho |
| 313 |
obsidian |
note-taking |
Read, search, create, and edit notes in the Obsidian vault. |
| 314 |
occams-razor |
bmad-migrated |
Apply parsimony principle to prefer simpler explanations and solutions with fewer unnecessary assumptions |
| 315 |
ocr-and-documents |
productivity |
Extract text from PDFs/scans (pymupdf, marker-pdf). |
| 316 |
official-doc-writer |
prjmail-migrated |
党政机关公文生成技能，支持通知、报告、请示、函等公文类型，符合GB/T 9704-2012标准。当用户需要生成党政机关公文、创建正式文件、导出Word格式公文时调用。无论用户使用何种表述方式（如'帮我写个报告'、'生成一 |
| 317 |
official-document-generator |
prjmail-migrated |
专门用于自动生成体制内讨论材料并按照公文格式自动排版的技能。支持会议纪要、发言稿、讨论提纲、工作汇报等多种文档类型，遵循GB/T 9704-2012标准、党政机关公文格式和企业公文规范。使用场景：当用户需要生成体制内正式 |
| 318 |
official-writing |
prjmail-migrated |
党政机关公文写作技能 - 提供国家标准格式规范、各类公文模板、写作技巧 |
| 319 |
omero-integration |
openclaw-migrated |
Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/ |
| 320 |
ontology |
prjmail-migrated |
Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities ( |
| 321 |
opc-solution-generator |
productivity |
OPC方案生成器核心工作流------情报采集→AI处理→方案生成→知识沉淀，一个人的产品研发部 |
| 322 |
open-notebook |
scienceclaw-migrated |
Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis. Use w |
| 323 |
openai-whisper |
scienceclaw-migrated |
Local speech-to-text with the Whisper CLI (no API key). |
| 324 |
openai-whisper-api |
scienceclaw-migrated |
Transcribe audio via OpenAI Audio Transcriptions API (Whisper). |
| 325 |
openalex-database |
openclaw-migrated |
Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching f |
| 326 |
opencode |
autonomous-ai-agents |
Delegate coding to OpenCode CLI (features, PR review). |
| 327 |
openhue |
smart-home |
Control Philips Hue lights, scenes, rooms via OpenHue CLI. |
| 328 |
openspec-doc-auditor |
autonomous-ai-agents |
专业文档生成团队质量审核员严审之。被主理人（openspec-doc-team）通过 delegate_task 调度，对章节内容按 7 维审核（安全红线、逻辑一致性、规范符合性、参数合理性、内容完整性、格式规范性、跨章 |
| 329 |
openspec-doc-generator |
autonomous-ai-agents |
专业文档生成团队内容生成员支笔生。被主理人（openspec-doc-team）通过 delegate_task 调度，基于文献检索员的检索报告与项目参数卡撰写结构化、符合行业标准的章节内容。负责模板填充、规范引用格式化 |
| 330 |
openspec-doc-researcher |
autonomous-ai-agents |
专业文档生成团队文献检索员苏寻源。被主理人（openspec-doc-team）通过 delegate_task 调度，为指定章节检索行业规范（GB/JGJ/JTG/YY/QC-T等）、历史案例、技术参数与关联上下文。最 |
| 331 |
openspec-doc-team |
autonomous-ai-agents |
专业文档生成团队主理人。企业级长文档生成工坊：4 角色（总编辑+文献检索员+内容生成员+质量审核员）经 6 阶段流水线（需求分析→知识检索→内容生成→质量审核循环→整合汇编→交付输出）产出合规长文档。触发词：帮我写方案、 |
| 332 |
opentargets-database |
openclaw-migrated |
Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, |
| 333 |
opentrons-integration |
openclaw-migrated |
Official Opentrons Protocol API for OT-2 and Flex robots. Use when writing protocols specifically for Opentron |
| 334 |
optimize |
codex-migrated |
Use when an algorithm-first quest should manage candidate briefs, optimization frontier, branch promotion, or |
| 335 |
oracle |
scienceclaw-migrated |
Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patter |
| 336 |
ordercli |
scienceclaw-migrated |
Foodora-only CLI for checking past orders and active order status (Deliveroo WIP). |
| 337 |
p5js |
creative |
p5.js sketches: gen art, shaders, interactive, 3D. |
| 338 |
paper-2-web |
openclaw-migrated |
This skill should be used when converting academic papers into promotional and presentation formats including |
| 339 |
paper-outline |
codex-migrated |
Use when creating, revising, validating, or repairing a research-paper outline before writing; turns experimen |
| 340 |
paper-plot |
codex-migrated |
Use when structured numeric data, arrays, or CSV-like measurements should be turned into a publication-quality |
| 341 |
paper-polish |
research |
论文润色整合技能：将论文降重（plagiarism reduction）、去 AI 味（humanization）和 Word 文档输出（docx generation）三合一为一条完整流水线。当用户需要降低论文查重率、 |
| 342 |
paper-polisher |
research |
学术论文智能精修工具，一站式完成论文降重、AI痕迹去除与 Word 文档输出。当用户需要为论文降重、去AI味、学术文本润色、生成精修后的Word文档时触发。全自动流程：降低查重率 → 去除AI写作特征 → 输出专业Wor |
| 343 |
paper-reference-formatter |
research |
Format academic reference entries from user-provided journal article, thesis/dissertation, conference paper, b |
| 344 |
paper-review-methodology |
research |
论文怎么审才不漏？帮你用33类审查法按7体系逐段过，跨段一致性+引用重编号+文献真实性验证一站搞定。 |
| 345 |
paper-revision-sop |
research |
学术论文润色修改全流程SOP。从审稿意见解析、论文全息诊断、可视化批注生成、分级改写执行到终审自检的完整闭环。当用户需要根据期刊审稿意见修改论文、需要论文润色、需要去AI味、需要学术写作规范检查时触发。典型触发："修改这 |
| 346 |
paper-summary |
research |
用于总结学术论文和研究文章。当用户提供 PDF 文件、论文链接或上传论文内容时自动触发。适用于研究论文、学术文章、技术报告等的阅读理解与内容提炼。触发短语：总结论文、论文摘要、阅读报告、文章总结、帮我理解这篇论文。 |
| 347 |
papercash |
research |
论文全流程辅助: 8源检索、综述生成、查重预检、降AI率、参考文献格式化、Word导出 |
| 348 |
parallel-web |
scienceclaw-migrated |
Search the web, extract URL content, and run deep research using the Parallel Chat API and Extract API. Use fo |
| 349 |
patent-disclosure-skill |
productivity |
中国专利技能：专利点挖掘与交底书（发明/实用/外观）编写，通俗解读专利，嗅探政策动向，辅助审查答复。／ China patents skill: mine patent points and draft disclosu |
| 350 |
patents-search |
openclaw-migrated |
Search global patents with natural language queries. Prior art, patent landscapes, and innovation tracking via |
| 351 |
pathml |
openclaw-migrated |
Full-featured computational pathology toolkit. Use for advanced WSI analysis including multiplexed immunofluor |
| 352 |
pdb-database |
openclaw-migrated |
Access RCSB PDB for 3D protein/nucleic acid structures. Search by text/sequence/structure, download coordinate |
| 353 |
pdf |
openclaw-migrated |
PDF manipulation toolkit. Extract text/tables, create PDFs, merge/split, fill forms, for programmatic document |
| 354 |
pdf-processing |
scienceclaw-migrated |
Extract text and tables from PDF files, fill forms, merge documents. Use when working with PDF files or when t |
| 355 |
pdf-processing-pro |
scienceclaw-migrated |
Production-ready PDF processing with forms, tables, OCR, validation, and batch operations. Use when working wi |
| 356 |
peekaboo |
scienceclaw-migrated |
Capture and automate macOS UI with the Peekaboo CLI. |
| 357 |
peer-review |
openclaw-migrated |
Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with |
| 358 |
pennylane |
openclaw-migrated |
Hardware-agnostic quantum ML framework with automatic differentiation. Use when training quantum circuits via |
| 359 |
performance-profiling |
scienceclaw-migrated |
Identify computational bottlenecks, analyze scaling behavior, estimate memory requirements, and receive optimi |
| 360 |
performance-profiling-experts |
bmad-migrated |
Perform full-stack performance profiling using distributed tracing, metrics monitoring, and root cause analysi |
| 361 |
perplexity-search |
openclaw-migrated |
Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. |
| 362 |
personal-cabinet-system |
productivity |
--- |
| 363 |
petdex |
productivity |
Install and select animated petdex mascots for Hermes. |
| 364 |
phylogenetics |
scienceclaw-migrated |
Build and analyze phylogenetic trees using MAFFT (multiple alignment), IQ-TREE 2 (maximum likelihood), and Fas |
| 365 |
physics-solver |
scienceclaw-migrated |
Physics problem solving including classical mechanics, electromagnetism, thermodynamics, quantum mechanics, op |
| 366 |
plan |
software-development |
Write a markdown plan to .hermes/plans/; no execution. |
| 367 |
planning-based-reasoning |
bmad-migrated |
Model problem-solving as goal-oriented planning processes including state representation, action selection, an |
| 368 |
Playwright (Automation + MCP + Scraper) |
creative |
Browser automation via Playwright MCP. Navigate websites, click elements, fill forms, take screenshots, extrac |
| 369 |
plotly |
openclaw-migrated |
Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for |
| 370 |
polars |
openclaw-migrated |
Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits |
| 371 |
political-science |
scienceclaw-migrated |
Analyze political data, fact-check claims, and study policy impacts using evidence-based methods |
| 372 |
polymarket |
research |
Query Polymarket: markets, prices, orderbooks, history. |
| 373 |
popular-web-designs |
creative |
54 real design systems (Stripe, Linear, Vercel) as HTML/CSS. |
| 374 |
possession |
autonomous-ai-agents |
角色扮演蒸馏器：从官方设定、语音台词、背景故事中蒸馏可扮演的游戏角色------AI夺舍角色灵魂，让TA在你面前活过来。支持profile、personality、interaction、memory、relations五维提取 |
| 375 |
post-processing |
scienceclaw-migrated |
Extract, analyze, and visualize simulation output data. Use for field extraction, time series analysis, line p |
| 376 |
powerpoint |
productivity |
Create, read, edit .pptx decks with python-pptx. |
| 377 |
pptx |
openclaw-migrated |
Presentation toolkit (.pptx). Create/edit slides, layouts, content, speaker notes, comments, for programmatic |
| 378 |
pptx-generator |
productivity |
专业 PPT 生成器。11 种幻灯片类型、5 套配色、图表/表格/时间线/图片支持。JSON 驱动，生成标准可编辑 PPTX。PPT、幻灯片、演示文稿、PowerPoint。 |
| 379 |
pptx-posters |
openclaw-migrated |
Create research posters using HTML/CSS that can be exported to PDF or PPTX. Use this skill ONLY when the user |
| 380 |
pre-mortem-analysis |
bmad-migrated |
Identify potential risks before project launch by imagining future failure and working backward to root causes |
| 381 |
pretext |
creative |
Build creative browser demos with DOM-free text layout. |
| 382 |
proactive-agent |
autonomous-ai-agents |
Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve |
| 383 |
proactive-agent-lite |
prjmail-migrated |
Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, a |
| 384 |
process-optimization |
openclaw-migrated |
Analyze and improve business processes. Trigger with "this process is slow", "how can we improve", "streamline |
| 385 |
product-price-monitor |
productivity |
Watch product, flight, or listing prices; alert on target. |
| 386 |
profile-report |
scienceclaw-migrated |
Unified personal genomic profile report --- reads a PatientProfile JSON and synthesizes all skill results into a |
| 387 |
project-management |
prjmail-migrated |
End-to-end project management frameworks covering sprint planning, OKRs, stakeholder management, risk mitigati |
| 388 |
prompt-alchemist |
creative |
蒸馏四位顶级提示词工程师（Riley Goodside、涂津豪、Sander Schulhoff、李继刚）的方法论，融合为"四元蒸馏框架"，自动优化用户提示词，提升AI回答质量。 当用户想优化提示词、改进Prompt、提 |
| 389 |
prompt-engineering |
prjmail-migrated |
Patterns and techniques for designing, evaluating, and optimizing LLM prompts across models and use cases. |
| 390 |
prompt-engineering-expert |
creative |
Advanced expert in prompt engineering, custom instructions design, and prompt optimization for AI agents |
| 391 |
prompt-generator |
creative |
AI图像提示词（Prompt）生成技能。深度学习 Nanobanana(gpt4o-image-prompts) 提示词库的结构与模式，基于用户的创意需求，生成高质量的AI绘图提示词。**【强制】每次生成必须同时输出中英 |
| 392 |
promptmaster |
creative |
统一提示词生成器，支持图片与视频双模态。文/图生图、文/图生视频、图片/视频反编译、上下文微调，自动适配画风与平台语法，内置RAG增强风格预设与安全校验，高效精准。 |
| 393 |
protein-sequence-similarity-search |
openclaw-migrated |
Searches for homologous protein sequences using MMseqs2 (fast, default) or BLAST (comprehensive, fallback). Tr |
| 394 |
protein-structure |
scienceclaw-migrated |
Analyzes protein 3D structures, performs homology modeling, interprets AlphaFold predictions, conducts molecul |
| 395 |
protein-structure-prediction |
scienceclaw-migrated |
Predict 3D protein structures from amino acid sequences using ESMFold (with AlphaFold-class fallbacks) --- PDB o |
| 396 |
protocolsio-integration |
openclaw-migrated |
Integration with protocols.io API for managing scientific protocols. This skill should be used when working wi |
| 397 |
psychology-research |
scienceclaw-migrated |
Conduct psychological research analysis including mental health, cognitive science, and behavioral studies |
| 398 |
pubchem-database |
openclaw-migrated |
Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, si |
| 399 |
pubmed-database |
openclaw-migrated |
Search PubMed for scientific literature, including published clinical trials. Fetch abstracts and full text. L |
| 400 |
pufferlib |
openclaw-migrated |
High-performance reinforcement learning framework optimized for speed and scale. Use when you need fast parall |
| 401 |
pydeseq2 |
openclaw-migrated |
Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, |
| 402 |
pydicom |
openclaw-migrated |
Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill w |
| 403 |
pyhealth |
openclaw-migrated |
Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinic |
| 404 |
pylabrobot |
openclaw-migrated |
Vendor-agnostic lab automation framework. Use when controlling multiple equipment types (Hamilton, Tecan, Open |
| 405 |
pymatgen |
openclaw-migrated |
Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Pr |
| 406 |
pymc-bayesian-modeling |
openclaw-migrated |
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC compariso |
| 407 |
pymoo |
openclaw-migrated |
Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchma |
| 408 |
pyopenms |
openclaw-migrated |
Complete mass spectrometry analysis platform. Use for proteomics workflows feature detection, peptide identifi |
| 409 |
pysam |
openclaw-migrated |
Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract reg |
| 410 |
pytdc |
openclaw-migrated |
Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits |
| 411 |
pytorch-lightning |
openclaw-migrated |
Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers f |
| 412 |
qiskit |
openclaw-migrated |
IBM quantum computing framework. Use when targeting IBM Quantum hardware, working with Qiskit Runtime for prod |
| 413 |
quantum-computing |
scienceclaw-migrated |
Designs and analyzes quantum computing solutions including quantum circuit construction, algorithm implementat |
| 414 |
qutip |
openclaw-migrated |
Quantum physics simulation library for open quantum systems. Use when studying master equations, Lindblad dyna |
| 415 |
random-stimulus |
bmad-migrated |
Inject random elements to break thinking inertia and force unexpected connections for creative breakthroughs |
| 416 |
rd-management |
openclaw-migrated |
R&D management expertise for R&D portfolio management, technology roadmapping, research methodology, patent st |
| 417 |
rdkit |
openclaw-migrated |
Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), |
| 418 |
reactome-database |
openclaw-migrated |
Query Reactome REST API for pathway analysis, enrichment, gene-pathway mapping, disease pathways, molecular in |
| 419 |
rearview-mirror-reflection |
bmad-migrated |
Learn from experience through structured retrospective analysis to extract transferable lessons |
| 420 |
rebuttal |
codex-migrated |
Use when a quest already has a paper, draft, or review package and the task is to map reviewer feedback into e |
| 421 |
red-blue-team |
bmad-migrated |
Conduct red team/blue team adversarial exercises to discover system vulnerabilities through simulated attacks |
| 422 |
reference-verification |
research |
参考文献真伪核验技能。针对论文、研究报告、课题资料等学术文件，系统性地识别并核验全部参考文献条目的真实性。适用于：用户上传/提供论文/报告需要验证参考文献、怀疑文献存在编造或信息错误、毕业论文查重附带文献核查、课题结题验 |
| 423 |
regulatory-affairs-head |
openclaw-migrated |
Senior Regulatory Affairs Manager for HealthTech and MedTech companies. Prepares FDA 510(k), De Novo, and PMA |
| 424 |
regulatory-drafting |
scienceclaw-migrated |
Draft regulatory submission sections for healthcare products --- analyze clinical data against FDA/EMA/ICH guida |
| 425 |
relay-brainstorming |
bmad-migrated |
Facilitate written brainwriting sessions where ideas build upon each other through iterative relay passing |
| 426 |
remotion-best-practices |
prjmail-migrated |
Best practices for Remotion - Video creation in React |
| 427 |
reproducibility |
scienceclaw-migrated |
Promotes research reproducibility through guidance on pre-registration, open data/code sharing, replication st |
| 428 |
reproducibility-checklist |
scienceclaw-migrated |
Ensure research is reproducible, transparent, and meets open science standards. |
| 429 |
requesting-code-review |
software-development |
Pre-commit review: security scan, quality gates, auto-fix. |
| 430 |
research |
prjmail-migrated |
Comprehensive research grounded in web data with explicit citations. Use when you need multi-source synthesis--- |
| 431 |
research-grants |
openclaw-migrated |
Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, re |
| 432 |
research-literature |
scienceclaw-migrated |
Biomedical literature search and evidence synthesis --- PubMed-backed search with query expansion, evidence grad |
| 433 |
research-lookup |
openclaw-migrated |
Look up current research information using Perplexity Sonar Pro Search or Sonar Reasoning Pro models through O |
| 434 |
research-paper-orchestrator |
research |
Master Orchestrator coordinating 10 specialized subagents to produce complete doctorate-level research papers |
| 435 |
reverse-engineering |
bmad-migrated |
Extract design principles and innovations through systematic disassembly and analysis of existing products |
| 436 |
review |
codex-migrated |
Use when a draft, paper, or paper-like report is substantial enough for an independent skeptical audit before |
| 437 |
risk-identification |
bmad-migrated |
Systematically identify and categorize potential risks across technical, schedule, cost, quality, resource, an |
| 438 |
rowan |
openclaw-migrated |
Cloud-based quantum chemistry platform with Python API. Preferred for computational chemistry workflows includ |
| 439 |
sag |
scienceclaw-migrated |
ElevenLabs text-to-speech with mac-style say UX. |
| 440 |
sandbox-quantum-ai |
prjmail-migrated |
集成 SandboxAQ 量子计算与 AI 融合技术，为应急管理提供量子增强预测、量子安全通信、量子传感监测三大方向能力。 |
| 441 |
scamper-checklist |
bmad-migrated |
Apply SCAMPER (Substitute, Combine, Adapt, Modify, Put to other use, Eliminate, Reverse) systematic innovation |
| 442 |
scanpy |
openclaw-migrated |
Standard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/ |
| 443 |
scholar-evaluation |
openclaw-migrated |
Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across |
| 444 |
sci-paper-three-pass |
research |
SCI论文三轮滚动精修助手 ／ 三刀方法论：①降修辞密度（消除AI痕迹）②四层证据标签 ③主动暴露caveats。适用：SCI论文/核心期刊/学术报告。 |
| 445 |
science |
codex-migrated |
Use for natural-science or engineering tasks, scientific software routing, simulation, dataset analysis, model |
| 446 |
science-communication |
scienceclaw-migrated |
Translate complex scientific findings into engaging content for non-specialist audiences. |
| 447 |
scienceclaw-classification |
scienceclaw-migrated |
Classify scientific content by discipline, methodology, topic, and quality. Use when: user asks to categorize |
| 448 |
scienceclaw-discovery |
scienceclaw-migrated |
Identify research gaps, synthesize cross-disciplinary insights, and generate novel hypotheses. Use when: user |
| 449 |
scienceclaw-generation |
scienceclaw-migrated |
Generate scientific hypotheses, experimental designs, and paper drafts. Use when: user asks to propose hypothe |
| 450 |
scienceclaw-ie |
scienceclaw-migrated |
Extract structured information from scientific texts: entities, relations, data tables, methods, results. Use |
| 451 |
scienceclaw-prediction |
scienceclaw-migrated |
Predict scientific properties, trends, and outcomes. Use when: user asks for property prediction, trend foreca |
| 452 |
scienceclaw-qa |
scienceclaw-migrated |
Answer scientific questions across all disciplines with evidence-based responses and citations. Use when: (1) |
| 453 |
scienceclaw-reasoning |
scienceclaw-migrated |
Perform multi-step scientific reasoning, proof construction, causal inference, and logical argumentation. Use |
| 454 |
scienceclaw-retrieval |
scienceclaw-migrated |
Retrieve scientific information from databases, literature, and knowledge bases. Use when: (1) finding relevan |
| 455 |
scienceclaw-summarization |
scienceclaw-migrated |
Summarize scientific papers, datasets, experimental results, and literature reviews. Use when: (1) condensing |
| 456 |
scienceclaw-verification |
scienceclaw-migrated |
Verify scientific claims, check calculations, validate experimental designs, and fact-check citations. Use whe |
| 457 |
scientific-brainstorming |
openclaw-migrated |
Creative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdiscipli |
| 458 |
scientific-classification |
scienceclaw-migrated |
Classify scientific objects, detect patterns, and categorize data across astronomy, biology, and social scienc |
| 459 |
scientific-critical-thinking |
openclaw-migrated |
Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying b |
| 460 |
scientific-diagram-generation |
scienceclaw-migrated |
AI-powered scientific illustration generation using Gemini Image models. Creates publication-quality mechanism |
| 461 |
scientific-manuscript |
scienceclaw-migrated |
High-impact scientific manuscript preparation (Nature/Blood/Cell) --- structured abstract, IMRaD sections, stati |
| 462 |
scientific-problem-selection |
scienceclaw-migrated |
This skill should be used when scientists need help with research problem selection, project ideation, trouble |
| 463 |
scientific-python-windows |
data-science |
Set up scientific Python/PyTorch on Windows without MSVC. |
| 464 |
scientific-reasoning |
scienceclaw-migrated |
Mathematical and physical reasoning with formal proof construction and problem solving |
| 465 |
scientific-retrieval |
scienceclaw-migrated |
Retrieve and recommend relevant documents from financial, historical, and scientific archives |
| 466 |
scientific-schematics |
openclaw-migrated |
Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses |
| 467 |
scientific-skills |
openclaw-migrated |
Comprehensive scientific research toolkit with 139 specialized skills for biology, chemistry, medicine, data s |
| 468 |
scientific-slides |
openclaw-migrated |
Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference pres |
| 469 |
scientific-summarization |
scienceclaw-migrated |
Summarize and simplify scientific literature, educational content, and research papers |
| 470 |
scientific-visualization |
openclaw-migrated |
Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel l |
| 471 |
scientific-writing |
openclaw-migrated |
Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bull |
| 472 |
scikit-bio |
openclaw-migrated |
Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, Uni |
| 473 |
scikit-learn |
openclaw-migrated |
Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regre |
| 474 |
scikit-survival |
openclaw-migrated |
Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use th |
| 475 |
scout |
codex-migrated |
Use when a quest needs problem framing, literature scouting, dataset or metric clarification, or baseline disc |
| 476 |
scvi-tools |
openclaw-migrated |
Deep generative models for single-cell omics. Use when you need probabilistic batch correction (scVI), transfe |
| 477 |
seaborn |
openclaw-migrated |
Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, |
| 478 |
search-strategy |
scienceclaw-migrated |
Query decomposition and multi-source search orchestration --- classify the question, split into per-source queri |
| 479 |
security-audit-profile |
bmad-migrated |
Conduct comprehensive security audits using multi-dimensional analysis frameworks and OWASP standards |
| 480 |
seedance-prompt-zh |
creative |
为即梦 Seedance 2.0 多模态AI视频生成模型撰写高质量提示词。当用户需要使用文本、图片、视频、音频等多模态输入创作视频提示词时触发。涵盖@引用语法、运镜复刻、特效模仿、视频延长、视频编辑、音乐卡点、电商广告、 |
| 481 |
segment-anything-model |
mlops |
SAM: zero-shot image segmentation via points, boxes, masks. |
| 482 |
self-consistency-verification |
bmad-migrated |
Apply self-consistency method by sampling multiple reasoning paths and selecting the most consistent answer fo |
| 483 |
self-correction |
autonomous-ai-agents |
模型自我检查与纠错技能。当用户表达反对意见或指出错误时触发，如"不对"、"你回答错了"、"不是这样"、"重新理解"、"等等"、"我说的不是这个意思"等表达。用于重新分析和优化用户原始意图，而非修改上一轮回答。 |
| 484 |
self-evolving |
autonomous-ai-agents |
Self-evolving skill that reflects on task execution, records learnings, and modifies its own instructions and |
| 485 |
self-evolving-loop |
autonomous-ai-agents |
让AI具备自主迭代能力的"查-做-测-改-修-记-循环"七阶段技能。v3.0核心升级：全链路自动化测试引擎（HTML视觉/DOM/a11y/响应式/性能 + 非HTML结构/逻辑/接口）、自我修复引擎（诊断→修复→重测→ |
| 486 |
self-improvement |
prjmail-migrated |
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or opera |
| 487 |
self-review-pro |
autonomous-ai-agents |
AI每日自我复盘技能。用于每日复盘、深度洞察、方法论提炼。当用户说"复盘"、"自我复盘"、"每天回顾"时触发。也会在每天22:00自动运行（可通过定时任务触发）。 |
| 488 |
semantic-scholar |
scienceclaw-migrated |
Search Semantic Scholar for academic papers across all disciplines with citation graph analysis. Use when: (1) |
| 489 |
serenity-framework |
autonomous-ai-agents |
Serenity的思维框架与认知工具。基于5个维度的深度调研 （著作、对话、外部视角、决策记录、时间线），提炼5个核心心智模型和10条决策启发式。 用途：作为供应链投资与物理层分析的思维工具箱，用结构化的认知框架 分析产 |
| 490 |
session-librarian |
productivity |
Organize sessions by prompt: find, rename, archive, prune. |
| 491 |
session-logs |
scienceclaw-migrated |
Search and analyze your own session logs (older/parent conversations) using jq. |
| 492 |
shap |
openclaw-migrated |
Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when expl |
| 493 |
shark-tank-pitch |
bmad-migrated |
Facilitate high-pressure pitch sessions for technical proposals with competitive evaluation and investment dec |
| 494 |
sherpa-onnx-tts |
scienceclaw-migrated |
Local text-to-speech via sherpa-onnx (offline, no cloud) |
| 495 |
signal-processing |
scienceclaw-migrated |
Performs signal processing tasks including spectral analysis (FFT), digital filtering, time-frequency decompos |
| 496 |
simplify-code |
software-development |
Parallel 4-agent cleanup of recent code changes. |
| 497 |
simpy |
openclaw-migrated |
Process-based discrete-event simulation framework in Python. Use this skill when building simulations of syste |
| 498 |
simulation-orchestrator |
scienceclaw-migrated |
Orchestrate multi-simulation campaigns including parameter sweeps, batch jobs, and result aggregation. Use for |
| 499 |
simulation-validator |
scienceclaw-migrated |
Validate simulations before, during, and after execution. Use for pre-flight checks, runtime monitoring, post- |
| 500 |
sketch |
creative |
Throwaway HTML mockups: 2-3 design variants to compare. |
| 501 |
skill-evolution |
scienceclaw-migrated |
Track and improve skill effectiveness over time using VOYAGER-style skill library patterns. Use when: analyzin |
| 502 |
skill-library-hygiene |
software-development |
Audit the Hermes skill library for dupes, stubs, junk. |
| 503 |
skill-migration |
software-development |
Migrate SKILL.md skills across agents (OpenClaw, Claude). |
| 504 |
skillhub-skill |
software-development |
Project-level portable wrapper for Skillhub CLI (https://skillhub.cn). Search, install, list, and upgrade skil |
| 505 |
slack |
scienceclaw-migrated |
Use when you need to control Slack from OpenClaw via the slack tool, including reacting to messages or pinning |
| 506 |
snow-disaster-assess |
prjmail-migrated |
新疆雪灾应急评估技能，支持暴雪灾害等级评估、融雪性洪水风险预测、灾情损失估算。使用场景：(1) 接收气象预警后评估雪灾等级，(2) 预测融雪洪水风险时段和区域，(3) 生成灾情评估报告，(4) 历史雪灾案例比对分析 |
| 507 |
social-science-research |
scienceclaw-migrated |
Orchestrates a social science research workflow from literature review through data collection, text analysis, |
| 508 |
socratic-questioning |
bmad-migrated |
Guide deep thinking through six types of Socratic questions to reveal hidden assumptions and promote self-disc |
| 509 |
solution-ppt-generator-v3 |
productivity |
按照标准解决方案框架，生成面客解决方案ppt |
| 510 |
songsee |
media |
Audio spectrograms/features (mel, chroma, MFCC) via CLI. |
| 511 |
songwriting-and-ai-music |
creative |
Songwriting craft and Suno AI music prompts. |
| 512 |
sonoscli |
scienceclaw-migrated |
Control Sonos speakers (discover/status/play/volume/group). |
| 513 |
soul-archive |
autonomous-ai-agents |
Soul Archive --- A digital personality persistence system + agentic memory. Builds your digital soul clone throu |
| 514 |
spacy-nlp |
scienceclaw-migrated |
Natural language processing with spaCy. Use when: (1) named entity recognition, (2) POS tagging and dependency |
| 515 |
spec-workflow-guide |
software-development |
Use when medium-to-large changes need explicit requirements, technical design, and task planning before implem |
| 516 |
spike |
software-development |
Throwaway experiments to validate an idea before build. |
| 517 |
spotify-player |
scienceclaw-migrated |
Terminal Spotify playback/search via spogo (preferred) or spotify_player. |
| 518 |
ssrn-econpapers |
scienceclaw-migrated |
Search social science research papers across SSRN, RePEc/IDEAS, CrossRef, and Semantic Scholar. Use when: (1) |
| 519 |
stable-baselines3 |
openclaw-migrated |
Production-ready reinforcement learning algorithms (PPO, SAC, DQN, TD3, DDPG, A2C) with scikit-learn-like API. |
| 520 |
stakeholder-roundtable |
bmad-migrated |
Facilitate structured stakeholder roundtable discussions to integrate diverse perspectives, build consensus, a |
| 521 |
statistical-analysis |
openclaw-migrated |
Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tes |
| 522 |
statsmodels |
openclaw-migrated |
Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA |
| 523 |
string-database |
openclaw-migrated |
Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG |
| 524 |
sympy |
openclaw-migrated |
Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic comput |
| 525 |
systematic-debugging |
software-development |
4-phase root cause debugging: understand bugs before fixing. |
| 526 |
tavily |
creative |
AI-optimized web search using Tavily Search API. Use when you need comprehensive web research, current events |
| 527 |
teams-meeting-pipeline |
productivity |
Teams meeting summaries, job replay, Graph subscriptions. |
| 528 |
test-driven-development |
software-development |
TDD: enforce RED-GREEN-REFACTOR, tests before code. |
| 529 |
thesis-architect |
research |
论文建筑师：快速搭建论文框架、生成初稿结构、加工素材。当用户需要论文结构规划、大纲设计、章节框架、写作素材整理时使用。 |
| 530 |
thesis-defense-simulation |
bmad-migrated |
Prepare for thesis defense through simulated committee questioning under pressure-test conditions |
| 531 |
thesis-tutor |
research |
AI 论文辅导助手：从选题、开题、写作、修改到答辩的全流程论文指导。支持 7 种语言、15 个学科。当用户提出论文写作相关问题、学术研究方法咨询、文献综述或论文格式引用指导时使用。 |
| 532 |
things-mac |
scienceclaw-migrated |
Manage Things 3 via the things CLI on macOS (add/update projects+todos via URL scheme; read/search/list from |
| 533 |
thread-of-thoughts |
bmad-migrated |
Process chaotic contexts through systematic segmentation and analysis to enhance LLM reasoning performance |
| 534 |
time-stepping |
scienceclaw-migrated |
Plan and control time-step policies for simulations. Use when coupling CFL/physics limits with adaptive steppi |
| 535 |
time-traveler-committee |
bmad-migrated |
Guide strategic thinking through time-travel perspective exercises to break current thinking limitations and e |
| 536 |
tmux |
scienceclaw-migrated |
Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output. |
| 537 |
torch-geometric |
openclaw-migrated |
Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous gr |
| 538 |
torchdrug |
openclaw-migrated |
PyTorch-native graph neural networks for molecules and proteins. Use when building custom GNN architectures fo |
| 539 |
touchdesigner-mcp |
creative |
Control TouchDesigner via twozero MCP. |
| 540 |
transformers |
openclaw-migrated |
This skill should be used when working with pre-trained transformer models for natural language processing, co |
| 541 |
treatment-plans |
openclaw-migrated |
Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. |
| 542 |
tree-of-thoughts |
bmad-migrated |
Apply Tree of Thoughts (ToT) method for deliberate problem-solving through tree-structured reasoning with expl |
| 543 |
trello |
scienceclaw-migrated |
Manage Trello boards, lists, and cards via the Trello REST API. |
| 544 |
trolley-problem-variants |
bmad-migrated |
Explore ethical dilemmas and moral reasoning through variations of the trolley problem thought experiment |
| 545 |
umap-learn |
openclaw-migrated |
UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocess |
| 546 |
uniprot-database |
openclaw-migrated |
Direct REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For Pytho |
| 547 |
user-persona-focus-group |
bmad-migrated |
Conduct focus group sessions using user personas to uncover deep insights about user needs, pain points, and e |
| 548 |
uspto-database |
openclaw-migrated |
Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office ac |
| 549 |
vaex |
openclaw-migrated |
Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RA |
| 550 |
venue-templates |
openclaw-migrated |
Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific |
| 551 |
vercel-react-best-practices |
prjmail-migrated |
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when |
| 552 |
video-frames |
scienceclaw-migrated |
Extract frames or short clips from videos using ffmpeg. |
| 553 |
voice-call |
scienceclaw-migrated |
Start voice calls via the OpenClaw voice-call plugin. |
| 554 |
wacli |
scienceclaw-migrated |
Send WhatsApp messages to other people or search/sync WhatsApp history via the wacli CLI (not for normal user |
| 555 |
wangdefa |
productivity |
王德发（Wonderful）·AI需求引导工具。 当用户说"王德发"、"启动王德发"、"做需求"、"帮我设计xxx"等需求类开头时触发。 核心能力：需求框架设计 + 根据需求推荐提升工具 + 飞书文档自动创建。 |
| 556 |
web-design-guidelines |
prjmail-migrated |
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility |
| 557 |
weekly-review-planning |
productivity |
Weekly reset: commitments, stalled work, next-week plan. |
| 558 |
weights-and-biases |
mlops |
W&B: log ML experiments, sweeps, model registry, dashboards. |
| 559 |
what-if-scenarios |
bmad-migrated |
Explore alternative realities through what-if scenario construction to understand possibilities and generate i |
| 560 |
windows-app-stability-diagnosis |
devops |
Use when a Windows desktop app crashes or black-screens. |
| 561 |
windows-scientific-env |
mlops |
Windows sci Python env (torchdrug/rdkit) no MSVC build. |
| 562 |
windows-scientific-tooling |
devops |
Scientific CLI installs on Windows (conda, BLAST, MMseqs2). |
| 563 |
write |
codex-migrated |
Use when a quest has enough evidence to draft or refine a paper, report, or research summary without inventing |
| 564 |
xlsx |
openclaw-migrated |
Spreadsheet toolkit (.xlsx/.csv). Create/edit with formulas/formatting, analyze data, visualization, recalcula |
| 565 |
yes-and-improv |
bmad-migrated |
Facilitate Yes-And improvisation exercises to build acceptance, enhance team collaboration, and foster creativ |
| 566 |
youtube-content |
media |
YouTube transcripts to summaries, threads, blogs. |
| 567 |
yuanbao |
(uncategorized) |
Yuanbao (元宝) groups: @mention users, query info/members. |
| 568 |
zarr-python |
openclaw-migrated |
Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray c |
| 569 |
zero-one-two-three |
productivity |
基于中国道家思维从"道"到"万物"，执行第一性原理的智能体分发系统。核心理念：0+1+2≠3→∞。独创"邮箱灵感笔记"与"人机协作知识创生引擎"。探索知识资产变现交付方式：知识二创、知识还原、加密解密、阅后即焚、免费AP |
| 570 |
zinc-database |
openclaw-migrated |
Access ZINC (230M+ purchasable compounds). Search by ZINC ID/SMILES, similarity searches, 3D-ready structures |
| 571 |
反幻觉 |
software-development |
AI会无中生有、编造数据、过度迎合？这套规则让AI先查后答、不知不言、事实与推论严格区分。六条原则+五维度自检+五级置信度。适合：事实核查、方案决策、防AI幻觉、需要AI说真话。不适合：纯创作、翻译。关键词：反幻觉/事实 |
| 572 |
合同审查 |
research |
分析合同中的风险、义务、关键条款，并生成带严重性评级的结构化风险报告。 |