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Agent Skills

Agent-Skills.md is a agent skills marketplace, to find the right agent skills for you.

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provider-key-manager

Provider key manager — rotate and sync API keys across multi-agent workspaces

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proxmox-ops

Create a credential file at `~/.proxmox-credentials`

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qmd

Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.

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qmd-extended

Extended QMD knowledge base with multi-backend embedding (Google AI Studio / Ollama / local). Use when managing QMD embeddings, switching backends, testing embedding quality, re-indexing, or troubleshooting QMD vector search. Triggers on "qmd embed", "embedding backend", "切换embedding", "embedding测试", "re-embed", "知识库embedding", "qmd扩展". For general QMD queries and knowledge retrieval, use memory-router skill instead.

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qq-email-operator

QQ邮箱操作技能。支持通过 IMAP/SMTP 读取邮件、搜索邮件、回复邮件、发送邮件。凭据通过 pass 安全存储。

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quality-convergence-engine

Multi-dimensional Quality Acceptance and Problem Convergence Engine - Deeply deconstruct requirements, eliminate extreme defects, define absolutely objective acceptance and failure criteria.

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query-leads

Search, filter, reports on CRM data

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QuickBooks Automation

Automate QuickBooks accounting workflows including invoicing, expenses, reporting, and bank reconciliation

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raffle-winner-picker

Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with transparency.

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ragflow-opencaio

RAGFlow OpenCAIO 知识库文档上传与管理。当需要将文档上传到鲲界公司 OpenCAIO 知识库、检索知识库内容、或管理 RAGFlow 数据集时使用此 skill。

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ralph

Use when the user explicitly asks to use Ralph mode for persistent plan-execute-check-retry loops that keep going until the target outcome is achieved.

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ralph-ceo-loop

以持续计划-执行-检查-重试循环驱动项目推进,直到开发、部署与验收目标完成。

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react-architect

Build production-grade React applications with modern architecture, state management, and performance optimization. Use when: (1) creating new React projects, (2) component architecture design, (3) state management setup (Redux, Zustand, Jotai), (4) React Router configuration, (5) custom hooks development, (6) performance optimization (React.memo, useMemo, useCallback), (7) code splitting and lazy loading, (8) testing setup. Supports React 18+, Next.js, Vite. Triggers: "React project", "create component", "state management", "React hooks", "Next.js", "Redux", "component architecture".

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react-expert

Use when researching React APIs or concepts for documentation. Use when you need authoritative usage examples, caveats, warnings, or errors for a React feature.

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receiving-code-review

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation

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redbook

Search, read, analyze, and automate Xiaohongshu (小红书) content via CLI

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redis-inspect

Inspect Redis cache keys, values, and TTLs for debugging. Supports both main cache and system cache. Use for debugging cache issues, checking cached values, and monitoring cache state. Read-only by default.

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relayer-trade

Polymarket链上交易skill。通过Relayer v2 API绕过CLOB geo-block,执行buy(split)/sell(merge+transfer)/redeem/claim。零CLOB依赖,纯链上gasless。Triggers: 'relayer buy', 'relayer sell', 'relayer claim', '链上交易', 'split position', 'merge position', 'geo-block bypass'.

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relay-image-gen

Multi-provider image generation with automatic priority fallback

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relay-video-gen

Multi-provider video generation with async polling and automatic model fallback

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remote-access

ttyd + Tailscale for mobile terminal access

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remote-ollama-gpu-scheduler

调度远程 Ollama GPU 资源执行批量 embedding 或推理任务,提升多机环境下的算力利用率。

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repro-enforcer

Export any bioinformatics analysis as a reproducible bundle with Conda environment, Singularity container definition, and Nextflow pipeline.

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research-evidence-synthesis

为重要决策设计可证伪研究问题、检索协议、证据台账、反证矩阵、不确定性说明和带引用的综合结论。适用于比较竞争性解释、审查多来源主张、建立证据图或决定下一步研究;不用于无需研究的稳定常识、单纯数据查询、伪造来源,或未经授权购买资料、联系研究对象和访问受限内容。

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revenue-opportunity-governance

将销售线索和客户对话治理为有证据的发现、资格、机会阶段、方案、预测、谈判和客户成功交接。用于机会审查、发现准备、资格判断、管道复盘、提案协调、谈判准备、预测校准、失单复盘或成交后交接;不要用于自动外联、群发、写入 CRM、报价、折扣、签约、抓取个人资料、承诺产品/交期/条款,也不要把回复、会议、试用或口头兴趣冒充成交。

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roadmap-planning

Guide product managers through strategic roadmap planning by orchestrating prioritization, epic definition, stakeholder alignment, and release sequencing skills into a structured process. Use this to

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roi-analysis

Use when calculating marketing ROI on Xiaohongshu, measuring campaign return on investment, analyzing cost per acquisition, evaluating marketing spend efficiency, or proving marketing value to stakeholders

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Root Cause Tracing

Systematically trace bugs backward through call stack to find original trigger

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runbook-generator

Analyze a codebase and generate production-grade operational runbooks

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saas-metrics-coach

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sales-mastery

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sandler-system

Apply Sandler Selling System principles for consultative sales with pain discovery, budget qualification, and mutual decision frameworks

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scrna-orchestrator

Automate single-cell RNA-seq analysis with Scanpy or Seurat. QC, normalisation, clustering, DE analysis, and visualisation.

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search-first

Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.

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security-compliance-compliance-check

You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im...

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Self-Improving Agent (With Self-Reflection)

Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use before starting work and after responding to the user.

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self-improving-legal

Captures clause risks, compliance gaps, precedent shifts, contract deviations, regulatory changes, and litigation exposure to enable continuous legal operations improvement. Use when: (1) An unfavorable clause is accepted or slips through review, (2) A compliance deadline is missed or approaching, (3) A new regulation impacts the organization, (4) A contract remains unsigned past SLA, (5) An IP infringement notice is received, (6) New case law changes interpretation in a relevant jurisdiction, (7) A data subject access request reveals process gaps.

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self-reflection

Continuous self-improvement through structured reflection and memory

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senior-data-engineer

Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack. Includes data modeling, pipeline orchestration, data quality, and DataOps. Use when designing data architectures, building data pipelines, optimizing data workflows, implementing data governance, or troubleshooting data issues.

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senior-data-scientist

World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering, model evaluation, and stakeholder communication. Use when designing experiments, building predictive models, performing causal analysis, or driving data-driven decisions.

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seo-competitor-analysis

Deep SEO competitor analysis — keyword mapping, backlink profiling, content strategy audit, SERP share analysis, and technical SEO comparison. Use when user asks to 'analyze competitor SEO', 'competitor keyword analysis', 'backlink comparison', 'SEO competitive intelligence', 'competitor content strategy', or 'SEO gap analysis'.

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seo-strategy

Build and execute an SEO strategy for organic search traffic. Use when planning keyword targeting, optimizing content for search engines, building backlinks, improving site structure, or troubleshooting SEO issues. Covers keyword research, on-page SEO, technical SEO basics, link building, and tracking rankings. Trigger on "SEO", "search engine optimization", "rank on Google", "keyword research", "SEO strategy", "organic traffic", "improve search rankings", "SEO for [my site/business]".

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seq-wrangler

Sequence QC, alignment, and BAM processing. Wraps FastQC, BWA/Bowtie2, SAMtools for automated read-to-BAM pipelines.

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serp-analysis

Analyze Google SERP (Search Engine Results Pages) — featured snippets, PAA (People Also Ask), AI Overview, knowledge panels, local packs. Detect AI Overview trigger conditions and optimize content to be cited by AI. Use when user asks to 'analyze SERP', 'check search results', 'AI Overview analysis', 'featured snippet optimization', 'PAA research', or 'how to get cited by Google AI'.

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session-logs

Search and analyze your own session logs (older/parent conversations) using jq.

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setting-okrs-goals

Help users set effective OKRs and goals. Use when someone is creating quarterly objectives, defining key results, setting team goals, planning annual targets, or struggling with goal alignment across their organization.

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shell-expert

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ship-tauri-python-sidecar

Build and release Tauri apps with a Python sidecar. Use for WebView shells, PyInstaller bundles, version sync, installers, CI releases, lifecycle bugs, signing, or updates.

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showcase-video-builder

Build polished showcase and demo videos from screenshots, avatars, and text overlays using ffmpeg. Use when creating demo reels, hackathon presentations, product walkthroughs, or social media video content from static assets. Requires ffmpeg.

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show-today

Priority tasks for today — checks live sources (email, calendar) before showing stale CSV data

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Adoption

Agent Skills are supported by leading AI development tools.

FAQ

Frequently asked questions about Agent Skills.

01

What are Agent Skills?

Agent Skills are reusable, production-ready capability packs for AI agents. Each skill lives in its own folder and is described by a SKILL.md file with metadata and instructions.

02

What does this agent-skills.md site do?

Agent Skills is a curated directory that indexes skill repositories and lets you browse, preview, and download skills in a consistent format.

03

Where are skills stored in a repo?

By default, the site scans the skills/ folder. You can also submit a URL that points directly to a specific skills folder.

04

What is required inside SKILL.md?

SKILL.md must include YAML frontmatter with at least name and description. The body contains the actual guidance and steps for the agent.

05

How can I submit a repo?

Click Submit in the header and paste a GitHub URL that points to a skills folder. We’ll parse it and add any valid skills to the directory.