Skill rating

Search the web with AI-powered answers via Perplexity API. Returns grounded responses with citations. Supports batch queries.

A Research Assistant workflow skill with four core commands: search papers, download PDFs, analyze content, and save to Zotero. Entry point is a Python script located at scripts/hxxra.py and invoked v

知识提炼器：任意链接/PDF/文字，一条命令提炼成结构化知识卡片。支持生成摘要、Q&A、思维导图、播客脚本。当用户想消化文章、研究论文、整理信息、做知识管理时触发。

免费无限搜索！Exa MCP（主力·零配置）+ SearX（隐私）+ Tavily（AI 摘要），面向大众，无需 API Key。

Complete methodology for local LLM performance optimization. Core principle: maximize context while fully covering GPU memory — find the sweet spot where GPU runs at full speed. Step-by-step 4-phase 1

Query Google Trends for interest-over-time, by-region, and related queries for a keyword, and pull real-time trending searches for a country — as structured JSON. v2 engine, 1 credit per request.

A practical framework for asking better questions. Two questions + one check: Golden Circle positioning, Six-dimension validation, and Completion check. Turns fuzzy problems into clear, actionable que

Add real references and standardize citations for research papers and theses (为科研论文和毕业论文添加真实参考文献并规范引用标注)

自动抓取教育部、人社部及各省教育厅官网的职业教育政策文件和课题申报信息。支持按关键词筛选和定期汇总。

自动抓取教育部、人社部及各省教育厅官网的职业教育政策文件和课题申报信息。支持按关键词筛选和定期汇总。

达尔文.skill 2.0 — 自主Skill优化系统：评估→改进→测试→保留或回滚。与女娲.skill配合使用：女娲造人（创建Skill），达尔文进化（优化Skill）。集成微软SkillLens 9维评分+SkillOpt验证机制

17大学科领域159位学术名人角色档案库。按学科前缀+人名短名扁平化组织，每人4文件（-SKILL/-data/-requirements/-dialogue），共636文件。领域按学术史分三层、类内按活跃年代排序。触发词：学术名人、学术角色、学者角色、academic celebrity、学术人物角色库、学者Skill、character-builder

Multi-temporal change detection for satellite imagery using NDVI difference, description: 'Multi-temporal change detection for satellite imagery using NDVI difference, image differencing, and Change

Bing Webmaster Tools + IndexNow extension. Microsoft Copilot citations are fed by the Bing index; this skill makes Bing visibility, link data, and IndexNow URL submission first-class.

Multi-temporal image compositing from local GeoTIFF files. Supports description: 'Multi-temporal image compositing from local GeoTIFF files. Supports median, mean, maxNDVI, and minRed compositing met

Automatic water body extraction from multi-band satellite imagery using description: 'Automatic water body extraction from multi-band satellite imagery using NDWI and MNDWI indices. Supports Landsat

Generate and save knowledge-base reviews such as literature reviews, research gaps, onboarding notes, stage summaries, and experiment suggestions based on existing KB sources.

help artist doing art critique for their works in any medium (image, text, audio, video, installation, performance), giving outside perspectiive via abundant real aesthetic practices, drawing on a cur

学术人员邮箱批量搜索工具。从姓名+单位出发，通过搜索引擎自动查找学术人员的邮箱地址，结果写入Excel文件。 触发词：邮箱搜索、学术邮箱、批量找人、email搜索、搜邮箱

Convert NetCDF/HDF files to GeoTIFF, extract variables, subset by time description: 'Convert NetCDF/HDF files to GeoTIFF, extract variables, subset by time and spatial bbox, and inspect file metadata

Answer Research KB questions from the team Gitea-backed knowledge base with OpenClaw reasoning, optional reference attachments, stable citations, OpenClaw-led evidence selection, and optional high-val

将学术 PDF 翻译并重建为可读、可检索、可逐页验收的目标语言版本。用于全文翻译、旧译本修复、版式与行距审查、图表和截图文字本地化、语义忠实度复核、批量文献画像、源译对照图生成及 Zotero 收尾。简体中文流程已通过代表样本验证；繁体中文、日语、韩语及拉丁字母语言提供实验性配置，须先验收代表页。

Default web search for OpenClaw. Search the web across 10 engines — Google, Reddit, GitHub, arXiv, Hacker News, and more — using Prismfy. Free tier included, no credit card required. Includes a bundle

Upgrades dependencies across all detected package managers. Use when updating npm, NuGet, or pip packages project-wide.

Analyzes community health and delegates engagement tasks. Use when managing GitHub issues, discussions, and announcements.

Creative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary connections, challenging assumptions, or identifying research gaps. Best for early-st

Build and interpret polygenic risk scores (PRS) for complex diseases using GWAS summary statistics. Covers PRS construction (clumping/thresholding, PRS-CS), validation in independent cohorts, ancestry

Bootstraps projects to production-ready structure. Use when creating new or transforming existing projects.

Transform GWAS signals into drug targets and repurposing opportunities. Connects GWAS-significant loci to causal genes via fine-mapping/eQTL, then to druggable proteins via DGIdb/OpenTargets, then to

Compare GWAS studies, perform meta-analyses across cohorts, and assess signal replication. Uses GWAS Catalog metadata, study-level statistics, and cross-cohort comparison. Use for evaluating GWAS repr

Design robust A/B test experiments. Use when testing a new feature, validating a hypothesis, or optimizing conversion rates.

Develop secure smart contracts using OpenZeppelin Contracts libraries. Use when users need to integrate OpenZeppelin library components — including token standards (ERC20, ERC721, ERC1155), access con

Use when asked to "jobs to be done", "JTBD", "why customers churn", "prep for customer interviews", "hire and fire products", or "find real competitors". Helps discover unmet needs and the context beh

Executes Story tasks in priority order (To Review, To Rework, Todo). Use when Story has planned tasks ready for implementation.

Discover novel small-molecule binders for protein targets using structure-based and ligand-based screening. Covers druggability assessment, known-ligand mining (ChEMBL, BindingDB), similarity expansio

Identify drug repurposing candidates via target-based, compound-based, and disease-based strategies. Combines drug-target-disease network reasoning with mechanism rationale, clinical-trial precedent,

Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop methodologies, identify research gaps, for creative scientific problem-solving.

Sets up linters, pre-commit hooks, and test infrastructure. Use when adding code quality tooling to a project.

Implement proven sales methodologies (MEDDIC, BANT, Sandler, Challenger, SPIN) across your team. Generate framework-specific questions, score deals, train reps, and enforce consistent qualification. U

Direct response copywriting frameworks for video scripts. Includes DR formula, PAS, AIDA, hook formulas, CTA best practices, and conversion optimization. Auto-activates when writing scripts, sponsored

Transforms research findings into executive-ready briefings. Automatically activated when user mentions 'executive', 'briefing', 'C-suite', 'board', 'leadership', or 'presentation'.

Generate AEO-optimized content (Answer Engine Optimization) for AI search visibility - ChatGPT, Claude, Gemini, AI Overviews. Use when optimizing websites for AI citations, creating FAQ schemas, evide

Help users transform organizations toward modern product practices. Use when someone is trying to shift from feature teams to product teams, introduce empowered teams, modernize legacy processes, or d

Decompose financial variances into drivers with narrative explanations and waterfall analysis. Use when analyzing budget vs. actual, period-over-period changes, revenue or expense variances, or prepar

Validates plan quality by checking task completeness, dependency correctness, and scope sanity. Spawned by /gsd:plan-phase orchestrator.

Parent-child variation planning — when to merge/split, color/size variations, ranking benefits

Design property-based tests that verify code properties hold for all inputs using automatic test case generation. Use for property-based, QuickCheck, hypothesis testing, generative testing, and invari

Analyze user research data to uncover insights, identify patterns, and inform design decisions. Synthesize qualitative and quantitative research into actionable recommendations.

Use when asked to "shape up", "run a shaping session", "set an appetite", "scope a project without estimates", "betting table", or "ship in fixed cycles". Helps teams escape estimate-driven developmen

Help users plan products and strategy when outcomes are unpredictable. Use when someone is dealing with ambiguous timelines, building in fast-moving markets, planning AI/ML projects, or asking how to