Batch Skills for OpenClaw Agents

pubmed-verifier

@docsor1212

Reference checker for AI-fabricated citations: batch-verify PMIDs against PubMed and catch the hallucination existence checks miss — a REAL PMID pointing to a DIFFERENT paper. Five-state citation verification (correct / mismatch / partial / invalid / unknown), citation-context parsing, Crossref DOI cross-check, retraction detection (capped at partial), correct-PMID suggestion, arXiv ID verification, plain-text reference list parsing, formatted reference lists (GB/T 7714 / Vancouver / APA / AMA), OpenAlex DOI fallback for non-Crossref registries, Chinese-reference title search, CSV/JSON claims, HTML/JSON/text reports. Four data sources: NCBI, Europe PMC fallback, Crossref, OpenAlex. Network failures are honestly reported as unverified, never as "not found". Zero dependencies, runs fully local. Triggers: verify PMIDs, check citations, citation audit, reference check, citation check, batch verify references, AI hallucination detection, verify DOI, DOI check, citation formatting, reference formatter, GB/T 7714.

vmware-aiops

@zw008

Use this skill whenever the user needs to manage VMs in VMware/vSphere/ESXi — it's the entry point for all VM operations. Directly handles: power on/off, clone, snapshot, migrate, deploy from OVA or templates, run commands inside VMs, batch operations, cluster management, vCenter alarm acknowledgment, a one-glance cluster-health triage ("is anything on fire?"), and VM/host/datastore investigation drill-downs. Always use this skill for any "power on", "clone", "deploy", "migrate", "batch", "guest exec", "alarm", or VM lifecycle task, and for triage like "is anything on fire" / "what needs attention now" / "investigate this VM", when the context is explicitly VMware, vSphere, or ESXi. Do NOT use for general read-only queries (inventory/events/VM details — use vmware-monitor), NSX networking (use vmware-nsx), storage/iSCSI/vSAN (use vmware-storage), or Kubernetes cluster lifecycle (use vmware-vks). For multi-step workflows use vmware-pilot. For load balancing/AVI/AKO use vmware-avi.

cargo-orchestration

@cargo-ai

Make Cargo actually run something, or show what it would run — execute one connector action, run a multi-step workflow, trigger a batch across a whole segment or model, message an AI agent, build or edit a node graph, draw a workflow, tool or play as a diagram, and query the runtime tables (runs, batches, spans, records) with SQL. Triggers: "run this on all my contacts", "execute the action", "kick off a batch", "build a workflow", "schedule a play", "make it run every morning", "ask the agent", "show me the workflow", "what does this tool do", "visualize this play", "draw the graph", "explain this workflow", "how many runs failed today", "what is the output schema for this action", "add a step that". Skip when: explaining why a run misbehaved — use cargo-diagnostics; downloading result files — use cargo-analytics; committing the workflow as code — use cargo-project.

Salesforce

@byungkyu

Salesforce CRM API integration with managed OAuth. Install only if you need Salesforce CRM administration. Connect with the narrowest Salesforce permissions available, prefer sandbox orgs for destructive or batch work, verify the intended connection ID before each request, and revoke unused connections promptly. This integration can mutate CRM records — approve only specific write actions after checking the exact sObject, record IDs, and consequence. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway). Calls run through the `maton` CLI with OAuth login, or over raw HTTP with a Maton API key where the CLI cannot be installed. Every call is authenticated as the user's connection and reaches only what that connection's authorization allows, which the provider enforces on every request; the endpoints documented here are the ones this skill uses, and any other endpoint of this app needs the user to ask for it by name. Default to read and list calls, and confirm every write or new connection with the user. This file also documents the three constructs that turn a Salesforce connection into automation, in the order they are used: the connection (the first step), a hosted function that runs a Salesforce action through the Maton SDK, and a trigger that calls that function on a schedule or on an event. Those sections are the platform's own reference text, shared with the api-gateway skill, with Salesforce examples; they add no Salesforce capability - Salesforce is not an event source, a trigger cannot read Salesforce data, and the files under `references/<source>/triggers.md` are the platform's event catalogues for the sources Maton offers (time, Calendly, GitHub, Gmail, HubSpot, Linear, Notion, Slack, Stripe).

cargo

@cargo-ai

Router for the Cargo CLI skill bundle — load first for anything Cargo, and whenever a task spans two Cargo domains. Explains what each skill owns, declarative workspace-as-code (cargo-project) vs the imperative CLI, the UUID and slug flow between skills, async polling of runs and batches, end-to-end use cases, and the gotchas that fail silently (`conjonction` spelling, run vs batch, model-uuid vs segment-uuid). Triggers: "set up Cargo", "what can Cargo do", "which Cargo skill", "bootstrap my workspace", "I have a Cargo account", "cargo-ai …", or any `cargo-ai` command whose domain you are unsure of. Skip when: the task obviously belongs to one skill — load that skill directly.

agent-bom registry

@msaad00

MCP server security registry and trust assessment — look up servers in the 1163-entry server security metadata registry, run pre-install marketplace checks, batch fleet risk scoring, assess skill file trust, and run SAST code scans. Use when the user mentions MCP server trust, registry lookup, marketplace check, or skill trust assessment.

outlook-mcp

@mpalermiti

Production-grade MCP server for personal Outlook (Outlook.com / Hotmail / Live). 68 typed Graph tools across mail, calendar, contacts, to-do, drafts, attachments, folders, threading, batch ops, delta-sync. Granular permissions, OS-keyring auth, /$batch-optimized triage and bulk read. Built for agents that need real Outlook coverage, not a CLI wrapper. BYO Azure app; zero telemetry.

Siluzan TSO

@sigedev01-bit

丝路赞 TSO 广告平台（Google/Bing/Yandex/TikTok/MetaAd），凡涉及丝路赞/TSO、投广告、出价预算、广告账户管理，或需要做行业分析/市场分析/行业分析报告（含「写一份 XX 行业报告」「电商/制造/医疗等行业报告」「市场调查/战略市场/KA 市场报告」「竞品/GTM/市场格局/行业趋势」等，无论是否提及丝路赞/广告/客户）须加载本 skill。【§零·最高优先】网址/域名/官网+诊断/检测/监测/评估/体检/报告/符合投放要求/能不能投（含「网络诊断」混说）→P8 website-diagnosis collect（禁纯WebFetch/肉眼看页），禁止P9/P1/W3、禁止A/B/C/D追问；细则见 intent-routing.md §零。【§零·B·次高优先】未命中§零时，行业/市场分析报告类话术→必走P9 market-analysis collect+render出HTML，禁止纯WebSearch/WebFetch在对话里写Markdown/HTML当终稿、禁止改走P8/P1/P4/W5/google-analysis；细则见 references/core/intent-routing.md §零·B。【§零·C·关键词规划】Google Ads/谷歌广告拓词、关键词规划/推荐、Keyword Planner、长尾关键词、月搜索量/搜索量、竞争度、核心词/种子词扩词（含「阅读网址/文章/页面后针对核心词出带搜索量词表」，无论是否提及丝路赞/TSO/账户）→必走W5 keyword -k … --google-only --json-out，禁止WebSearch/WebFetch编造搜索量当终稿；细则见 references/core/intent-routing.md §零·C。【报告/诊断消歧】其余报告类话术禁止默认某一CLI——行业/市场/战略/行业分析报告→P9 market-analysis（必走collect+render，禁止纯WebSearch代替）；Google账户ID+健康诊断→P1 google-ads-diagnosis；只要周期数据/8维/花费转化汇总/Excel→P4；Google/谷歌广告月度报告、月总结与规划、季度报告、Q3汇总、Q4规划、季度汇报、投放季报、客户版、大族模板、下月规划→P10 google-quarterly；Meta/TikTok/Bing周期→P4/P4-FB；多账户对比→P3/P5；OKKI周报→P6；Google询盘→P7；官网+明确要搜索广告方案/campaign JSON→W3；Meta Instant Form 线索广告→W13；仅要词表+搜索量/竞争度→W5；平台优化报告列表/推送→W7；对象仍不清→Read intent-routing.md。【账户】列表/余额/消耗/激活账单（W1）、多账户余额预警 balance-scan（P2）、多户消耗汇总 accounts-digest（P3）、五大媒体开户与进度（W2）、分享/解绑/MCC/BC/BM/权限（W9）。【投放】**搭建仅 Google+Meta**：Google Search/PMax（W3，无 Display；含 CRUD/PMax/batch W4）；Meta Instant Form（W13）。TikTok/Bing/Yandex **不能建广告**。另：拓词 W5、optimize W6。【财务】充值/钱包、转账记录、发票/开票/抬头（W8）；写操作审计与 restore。【运营】智能预警 forewarning 创建/启停/记录（W10）、TikTok/Meta 线索 clue（W11）、日周巡检（W12）、宿主编排/投放自控/异常监控（hosted-automation）。【其他】RAG 知识库检索、Meta/Facebook 周期与诊断 HTML、Google/Meta 周期 Excel、多账户 google-analysis-batch。

WordPress API Pro

@benkalsky

Production-grade WordPress REST API integration for managing posts, pages, media, WooCommerce products, Elementor content, SEO meta, ACF, and JetEngine fields. Use when you need to retrieve, draft, create, or update WordPress content programmatically on sites where the user has provided explicit credentials. For any operation that writes to a live site, get explicit user approval for the target site, post/product IDs, and final action before executing. Prefer drafts first. Run batch operations in dry-run mode first; use --execute only after review. Remote URL media downloads and local file reads are restricted by safety boundaries. Also includes a no-auth Tier-1 site audit (PageSpeed, SSL, security headers, CMS/PHP fingerprint, SEO basics) for cold pre-sale checks, and authenticated plugin/SEO-stack discovery.

nansen-wallet-profiler

@nansen-devops

Wallet profiler — balance, PnL, labels, transactions, counterparties, related wallets, batch, trace, compare. Use when analysing a specific wallet address or comparing wallets.

pixmind-image-compress

@fuyunzhishang

Cloud-powered image compression and resize — compress JPG/PNG/WebP/HEIC to WebP/AVIF, resize images, batch process folders. No local dependencies, uses Tencent Cloud COS imageMogr2 via Pixmind API. Save 60-90% file size with scene presets (web, wechat, email, thumbnail). Supports format conversion, quality control, and dimension adjustment.

TWZRD Trust

@twzrd-sol

Discover x402 callables then check the seller BEFORE paying. Free resource join (GET /v1/intel/resources) lists listed|live_402 claims; free preflight returns a ReadinessCard (allow / warn / block) from the observed Solana x402 corpus. Composes with any x402 payer skill: discover → merchant_card wash refuse → preflight → gate_eval (AutoGate) when you control signing → optional pay; abort on decision=block. Honesty: price_kind with price; leftover 0.05 is not a unit price; wash_flagged hard-stop (never soft-allow); refuse path is block / merchant refuse / refuse-fixture. WHAT YOU GET FREE: resource join (source of truth), wash overlay on ingested listings (PayAI not_indexed), pre-spend ReadinessCard, merchant_card (wash_flagged refuse), wallet scores, secondary payer leaderboard research, counterparty + facilitator footprint, wash/sybil detection, batch + compare, offline receipt verify. POST /settle may best-effort attach merchant_attach (not a Path A paid-attest / twzrd_receipt SKU). PAID (x402, USDC on Solana): full trust model + V6 receipt at GET /v1/intel/trust/GFpLvocNdEjnSsLH3VJQL6wGcjGxTbUBrj6fqN3Qe1Gs (0.05 USDC); merchant track-record at GET /v1/intel/merchant/GFpLvocNdEjnSsLH3VJQL6wGcjGxTbUBrj6fqN3Qe1Gs (0.05 USDC); score-only teaser at GET /v1/intel/quick/GFpLvocNdEjnSsLH3VJQL6wGcjGxTbUBrj6fqN3Qe1Gs (0.001 USDC). TRIGGERS: should I pay this, is this wallet safe, check seller, x402 preflight, scam check, counterparty risk, wallet reputation, trust score, verify receipt, before paying, solana wallet check, agent trust, readiness card, wash flagged, merchant card, resource join, discover x402, facilitator settle, merchant attach, track record

nansen-wallet-batch

@nansen-devops

Which of these addresses are smart money? Batch-profile a list in one call.

股票查询 / Stock Price Query

@tjefferson

股票查询 / Stock price query. 实时查询股票、股价、行情数据，支持 A 股（沪深）、港股、美股及大盘指数（上证、深证、恒生、纳斯达克、道琼斯、标普500），支持批量查询，零配置开箱即用。Real-time stock price, quote and market index query fo...

hfpclawer-citation-audit

@diamond2nv

Verify academic paper citations using a three-tier fallback pipeline: local FTS5 database → Semantic Scholar API → OpenAlex API. Supports single citation checks and batch reference-list audits. No external API keys required for basic usage.

亚马逊-店铺定价

@linkfox-ai

亚马逊商品报价与竞争定价查询。用于按 ASIN 或卖家 SKU 获取商品价格、竞争价格、Listing Offers、Item Offers、批量报价、Featured Offer Expected Price（FOEP）和竞争摘要。用户提到亚马逊定价、商品报价、竞品价格、最低报价、购物车价格、Buy Box、Featured Offer、listing offers、item offers、batch pricing、FOEP、competitive summary、Product Pricing API 时触发。即使未明确提及 SP-API，只要希望比较亚马逊商品报价、判断竞争力或估算赢得 Featured Offer 的价格，也应触发此技能；修改 Listing 售价使用 linkfox-amazon-store-listings 或批量 Feed。

Zotero

@terwox

Manage Zotero reference libraries via the Web API. Search, list, add items by DOI/ISBN/PMID (with duplicate detection), delete/trash items, update metadata and tags, export in BibTeX/RIS/CSL-JSON, batch-add from files, check PDF attachments, cross-reference citations, find missing DOIs via CrossRef, and fetch open-access PDFs. Supports --json output for scripting. Use when the user asks about academic references, citation management, literature libraries, PDFs for papers, bibliography export, or Zotero specifically.

MPSTATS-Ozon商品详情

@linkfox-ai

MPSTATS Ozon 俄罗斯站单个 SKU 全量详情查询。传入一个 Ozon 商品 ID（productId），返回该 SKU 的价格、折扣、Ozon Card 价、评分、评论数、库存、销量、销售额、潜在销售额/损失销售额、上架日期、图片等完整商品卡。当用户提到 Ozon 商品详情、Ozon SKU 详情、Ozon 价格/评分/销量/库存核对、单个 Ozon SKU 查询、竞品 Ozon 基础数据拉取、Ozon 竞品卡片、MPSTATS Ozon detail, Ozon SKU detail, Ozon product card, single Ozon SKU lookup, Russian marketplace product detail 时触发此技能。即使用户未明确说"MPSTATS"，只要意图是按单个 Ozon SKU 拉取全量商品卡数据，也应触发此技能。

ghost-publishing-pro

@highnoonoffice

Headless Ghost publishing. Write, audit, and automate your entire Ghost operation from your AI workflow — 18 workflows covering article publishing, newsletter sends (including already-published posts), batch imports, site health audits, email performance, bulk excerpt push, and GSC indexing repair. Admin API only. No browser, no dashboard, no context switching.

PowerPoint Automation

@fadeloo

Automate common PowerPoint/WPS Presentation operations on Windows via COM (read text/notes/outline, export PDF/images, replace text, insert/delete slides, unify font/size/theme, extract images/media). Use for single-presentation actions (no batch).

amazon-pricing-command-center

@apiclaw

Data-driven pricing strategy engine for Amazon sellers. Given one or more ASINs, auto-detects each product's leaf category, analyzes the pricing landscape, and delivers RAISE/HOLD/LOWER signals with profit simulation. Supports single ASIN or batch (multiple ASINs, auto-grouped by category). Uses ZooData API endpoints with cross-validation. Use when user asks about: pricing strategy, how much to price, optimal price, price optimization, competitor pricing, price war, BuyBox strategy, profit margin, pricing analysis, should I raise price, should I lower price, price comparison, price positioning, repricing, should I raise or lower price. Requires ZOODATA_API_KEY.

TickTick CLI

@manuelhettich

Manage TickTick tasks and projects from the command line with OAuth2 auth, batch operations, and rate limit handling.

youtube-apify-transcript

@robbyczgw-cla

Fetch YouTube transcripts via the Apify API. Works from cloud IPs (Hetzner, AWS, etc.) by bypassing YouTube's bot detection. Features local caching (free repeat requests) and batch mode. Requires APIFY_API_TOKEN and the Python requests library.

Word Automation

@fadeloo

Automate common Word/WPS document operations on Windows via COM (read text, replace, insert, headings, headers/footers, page breaks, merge, split, export to PDF/TXT, add/replace images). Use for single-document actions (no batch).

Swarm

@chair4ce

Cut your LLM costs by 200x. Offload parallel, batch, and research work to Gemini Flash workers instead of burning your expensive primary model.

Batch Renamer

@utopiabenben

批量文件重命名工具，支持多种命名模式、正则表达式、预览和撤销功能。适用于需要批量整理文件的场景，如照片整理、文档归档、下载文件重命名等。

git-batch-commit

@cat-xierluo

智能 Git 批量提交快捷按钮。触发词："git 提交"、"批量提交"、"拆分提交"、"整理提交"，或用户明确要把已暂存变更拆成多个聚焦 commit 时使用。只负责 commit 拆分和提交信息生成；分支、PR、push、merge、Issue 关闭语义以 git-workflow 为准。提交完成后，若仓库内存在 clawhub-sync 或 subtree-publish 配置，本技能会提示是否将涉及版本更新的技能同步发布到 ClawHub/SkillHub 或推送 subtree 独立仓库——这些发布/推送动作均需用户显式确认。

OpenAI

@hith3sh

Manage OpenAI files, assistants, vector stores, batches, fine-tuning jobs, and model resources via the OpenAI API. Use this skill when users want to create o...

Azure Ai Transcription Py

@thegovind

Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization. Triggers: "transcription", "speech to text", "Azure AI Transcription", "TranscriptionClient".

File Management

@tyronecoh

Perform safe file and directory operations on Unix systems using built-in tools for listing, searching, reading, organizing, and managing without external bi...

gladia-pre-recorded-transcription

@gladiaio

Transcribe pre-recorded audio files or URLs with Gladia. Use when the user needs batch/async transcription, speaker diarization, subtitles (SRT/VTT), PII redaction, translation, NER, summarization, audio-to-LLM, or any audio intelligence on pre-recorded content. Always prefer the official SDK; fall back to raw REST only when SDK cannot satisfy the requirement.

spraay-gateway

@plagtech

Instruction skill for the Spraay x402 gateway: guides the agent to call Spraay HTTPS endpoints for batch payouts, escrow, payroll, prices, and chain status, with a dry run and user confirmation before moving funds. The bundled script only checks gateway access and API key validity.

Alibabacloud Sas Multiaccount Manage

@sdk-team

Manage multiple Alibaba Cloud accounts and batch-export Security Center (SAS) baseline and vulnerability reports via the aliyun CLI and Python scripts. Suppo...

Postgres Job Queue

@wpank

PostgreSQL-based job queue with priority scheduling, batch claiming, and progress tracking. Use when building job queues without external dependencies. Triggers on PostgreSQL job queue, background jobs, task queue, priority queue, SKIP LOCKED.

LYGO Ollama Army

@deepseekoracle

Local Ollama multi-role army (ClawHub-safe). In-process threaded daemons for hb-light, draft-simple, memory-triage, classify, champion-chat only. Queue JSON under ollama_queue/. localhost Ollama only. No planting, no social outbound, no public HTTPS probes, no desktop installers, no subprocess shell. FULL operator stack (optional) on SkillHub if running full LYGO. Install clawhub:@deepseekoracle/lygo-ollama-army.

Financial Fraud Analyzer Lite

@hollis9087

财务造假风险分析技能。基于财务报表（利润表、资产负债表、现金流量表）评估盈余操纵与会计舞弊概率，输出结构化风险结论与证据链。支持单公司深度分析和批量筛查。Use when user asks to detect financial statement fraud, earnings manipulation, a...

MENTAT

@agora0x

MENTAT (formerly FLOOR OTC), the agent-native OTC venue. Escrow settlement on Base (atomic, no admin keys), CoW Protocol relay (agent-signed, MEV-protected), and an XMR route via Wagyu (XMR/USDC both directions, three legs, one proof per leg). Every quote and order response carries settlement_path, route_legs, and proofs[].

Humanize AI

@artur-zhdan

Humanize AI content by detecting and auto-fixing AI generated content. Humanize AI text using Python scripts. Scans for AI vocabulary, puffery, chatbot artifacts, and auto-replaces filler phrases. Use when you want to analyze text in AI detector and bypass it in future, batch-process files, run automated cleanup, or get a report before manual humanizing.

Gemini Image Gen

@iisweetheartii

Generate and edit images via Google Gemini API. Supports Gemini native generation, Imagen 3, style presets, and batch generation with HTML gallery. Zero depe...

tiktok-downloader

@kgc-yj

Download TikTok videos by URL or hashtag. Handles 403 errors, cookies, and user-agent rotation. Use for downloading TikTok videos, batch downloading from a l...

docker-container-rerun-all

@ugvfpdcuwfnh

Sequentially check and optionally update all docker run containers that already have fixed recreate commands recorded in long-term memory. Use when the user wants a batch refresh of remembered docker-run-managed containers, wants dynamic discovery from MEMORY.md instead of a hardcoded list, and wants the results grouped into updated, already up-to-date, and failed containers with image tag and image Id change details.

Spraay × Bankr

@plagtech

Earn with Bankr, distribute with Spraay 💧. Pairs a Bankr agent wallet with Spraay's batch payment gateway — pay up to 200 recipients in one atomic tx, ~80% gas savings. Airdrop launched tokens, split creator fees, run USDC payroll on Base.

Cover Letter

@xueyetianya

求职信生成器。中英文求职信、JD关键词匹配、求职信评分诊断、多模板(应届/社招/内推/转行/外企)、批量生成。Cover letter generator with Chinese/English support, JD matching, scoring, templates, batch generation...

Seedream 5.0 — AI Image Generation & Editing by ByteDance

@xixihhhh

Generate and edit AI images using ByteDance's Seedream — featuring text-to-image, image editing, and batch sequential generation with up to 4K resolution, PN...

Paper To Table

@2025biophilia-coder

Extract structured data from academic papers (PDF/DOCX/TXT) into literature review tables (XLSX/CSV) with fidelity, batch support, and multi-domain handling.

Pdf Batch Compress Skill

@sereinone

批量压缩超过指定大小的PDF文件，Ghostscript + PyMuPDF双引擎降级压缩，保留最佳画质

Clawhub Skills Rank

@tjefferson

Track and monitor the search ranking position of any ClawHub skill across multiple keywords. Check where your skill ranks for 'stock price', 'todo app', etc....

Alibabacloud Sms Send Short Message

@sdk-team

Send short messages (SMS) to specified phone numbers via Alibaba Cloud Short Message Service. Supports verification codes, notification messages, and marketi...

Bilili-downloader

@caiyundc880518

Download Bilibili videos. You MUST ask the user for the Bilibili URL first. Then use the provided python script to download. Supports batch/playlist downloading.

Batch

@ivangdavila

Process multiple items with progress tracking, checkpointing, and failure recovery.

Zoho Email Integration

@briansmith80

Complete Zoho Mail integration with OAuth2, REST API (5-10x faster), Clawdbot /email commands, HTML emails, attachments, and batch operations. Security-harde...

TikTok Uploader

@xmuweili

Upload, schedule, and batch-manage TikTok videos via browser automation. Use when: user wants to upload a video to TikTok, schedule a TikTok post, batch uplo...

Alibabacloud Waf Cname Config Export

@sdk-team

Batch export Alibaba Cloud WAF 3.0 CNAME-based domain configuration to Excel. Use when the user needs "export WAF domain config", "WAF onboarding checklist",...

Alibabacloud Rds Mysql Inspection

@sdk-team

Batch health inspection for Alibaba Cloud RDS MySQL instances. Supports single, multiple, or all-instance global scan with configurable time window (default...