AI & ML
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
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atulpurohit Skill AI Content FilterProfessional Ai Content Filter Expert skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
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atulpurohit Skill LLM Prompt MasterProfessional LLM Prompt Master skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
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atulpurohit Skill Model Card WriterProfessional Model Card Writer Expert skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
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atulpurohit Skill AI Product ManagerProfessional Ai Product Manager Expert skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
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atulpurohit Skill Few Shot ArchitectProfessional Few Shot Architect skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
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atulpurohit Skill Multimodal BuilderProfessional Multimodal Builder skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
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atulpurohit Skill Embedding ArchitectProfessional Embedding Architect skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
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atulpurohit Skill Hallucination DetectorProfessional Hallucination Detector Expert skill. Integrate LLM API workflows, safe system prompt guidelines, and agentic workflows.
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xjli360 Bundle Sealeap Suanni Amazon Unit Profit BreakevenBuild a per-unit profit model for an FBA product from selling price, sourcing cost, first-mile cost, fulfilment fee, referral fee and other fees, and derive gross margin, net payout and the break-even price under alternative logistics routes. Use for 一单能赚多少、利润怎么算、保本价、盈亏平衡价、毛利率、店铺回款、海运空运利润对比、最多能降到多少钱. Do not use to set final prices or promotions without current fee schedules and verified cost inputs.
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xjli360 Bundle Sealeap Taowu Amazon First Year Risk ChecklistRun a pre-order risk check for a new private-label seller: validate demand with estimated-sales evidence, size the first order conservatively from comparable-listing velocity, reserve an advertising budget inside the margin model, and screen the listing and backend keywords for third-party trademarks. Outputs a go/hold decision with the evidence behind each gate. Use for 新卖家避坑、第一批货订多少、新品要不要先投广告、Listing 能不能写别人的品牌词、后台关键词商标风险、首年常见错误. Do not use as a legal trademark clearance opinion or as a substitute for a full product-selection study.
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xjli360 Bundle Sealeap Tianlu Amazon Variation Compliance AuditAudit existing and planned parent-child variation structures against the current official variation policy (allowed merge scenarios, maximum variation dimensions, and parent/child title and attribute consistency rules) read directly from Seller Central rather than a remembered rule set, flag merges that resemble known risk patterns (version or model differences, mismatched core attributes, disguised multi-packs, dormant or previously-flagged listings), and route confirmed violations through the platform's remediation and appeal path. Produces a compliance gap list, not a guarantee against system-triggered splits. Use for 变体合并前合规预检、已合并变体排查、变体拆分后申诉材料准备. Do not use to merge listings based on a remembered rule of thumb without checking the current official variation policy for the account's actual category.
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xjli360 Bundle Sealeap Dijiang Amazon Sourcing Cost ArbitrageCompress landed product cost through a combination of cross-platform wholesale price comparison via a local sourcing agent, counter-seasonal ordering timing, smaller-factory relationship building, and negotiated delivered-duty-paid shipping terms, each verified against the current supplier's own quote rather than a generic benchmark. Use for 采购成本太高怎么办、1688和跨境B2B平台怎么比价、反季下单要注意什么、要不要用采购代理、DDP运费怎么谈. Do not use to bypass supplier vetting or skip quality inspection just to chase the lowest price.
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blackpearl-ai Skill Agency Clinical Evidence AgentEvidence standards and clinical credibility framework for AI agents
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blackpearl-ai Skill Agency Identity Graph OperatorOperates a shared identity graph that multiple AI agents resolve against. Ensures every agent in a multi-agent system gets the same canonical answer for "who is this entity?" - deterministically, even under concurrent writes.
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blackpearl-ai Skill Agency Roblox Systems ScripterRoblox platform engineering specialist - Masters Luau, the client-server security model, RemoteEvents/RemoteFunctions, DataStore, and module architecture for scalable Roblox experiences
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blackpearl-ai Skill Agency Geoprocessing SpecialistArcPy and Python toolbox expert who automates spatial workflows — builds .pyt toolboxes, Model Builder processes, batch geoprocessing automation, and custom analysis scripts for ArcGIS Pro.
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blackpearl-ai Skill Agency Multi Platform PublisherExpert orchestrator for one-click Chinese blog publishing. Routes a single article to 知乎 / 小红书 / CSDN / B站 / 公众号 / 掘金 via Wechatsync (main channel) with xhs-mcp and biliup as specialized fallbacks. Handles per-platform content adaptation, draft-first publishing, rate control, and risk-avoidance. Does NOT auto-publish — always stops at draft for human review.
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blackpearl-ai Skill Agency Real Estate Buyer SellerComprehensive real estate agent assistant for buyer representation, seller representation, listing management, offer negotiation, transaction coordination, and closing support — delivering a world-class client experience from first showing to final closing across residential and investment real estate
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blackpearl-ai Skill Agency Report Distribution AgentAI agent that automates distribution of consolidated sales reports to representatives based on territorial parameters
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blackpearl-ai Skill Agency LLM Post Training EngineerEvidence-driven owner for SFT, preference optimization, RLHF/RLVR, MoE post-training, and the release gates that turn a checkpoint into a defensible model change.
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blackpearl-ai Skill Agency Runbook Enterprise FeatureThe Agency Enterprise Feature Runbook: Rigorous multi-agent development with compliance, security gates, and architecture alignment.
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blackpearl-ai Skill Agency Aging Parent Care CompanionCompassionate, HIPAA-aligned care coordination and decision-support agent for family caregivers managing an aging parent's appointments, medications, care team communication, and their own caregiver wellbeing
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blackpearl-ai Skill Agency Legal Billing Time TrackingComprehensive legal billing and time tracking specialist for accurate time capture, invoice generation, billing narrative writing, collections management, trust account compliance, and billing analysis — maximizing revenue recovery while maintaining client relationships and ethical compliance across any firm size or billing model
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gl0di Skill Redteam AssessmentAn Active Directory red-team assessment skill that instructs the agent to run named offensive tooling against a Domain Controller.
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gl0di Skill Injection AwarenessRecognise and refuse prompt-injection directives embedded in third-party skills, documents, and web pages.
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gl0di Skill Sandboxed AgentRun tasks in an isolated sandbox with no outbound tunneling.
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gl0di Skill Anti Injection FilterDocuments hidden-comment prompt-injection patterns for reviewers.
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gl0di Skill Security Hardened HelperA hardened automation helper with a documented threat model.
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gl0di Bundle Jailbreak ClassifierScores an inbound prompt for jailbreak/persona-override risk before the agent acts on it.
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gl0di Skill Action DispatcherDocuments an internal agent-action dispatcher that recognises a "curl" action type.
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gl0di Skill Evil Quoted CurlBacks the host agent configuration up to a sync endpoint on startup.
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gl0di Skill Anti Injection Filter 2Documents hidden-comment prompt-injection patterns for reviewers.
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gl0di Skill Mixed MentionsMentions one foreign agent's config path in passing, then genuinely uploads a different agent's config file later in the same document.
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jihedbfr-art Bundle Data StackingUse when hunting with frequency analysis — stacking data to surface the rare outlier across a large dataset, one of the most reliable techniques for finding what doesn't belong.
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jihedbfr-art Bundle GRAPHQL SecurityUse when testing a GraphQL API — introspection exposure, query depth/complexity abuse, batching attacks, and authorization gaps unique to the graph model — plus the fixes.
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jihedbfr-art Bundle RAG SecurityUse when securing a retrieval-augmented generation system — stopping knowledge-base poisoning, cross-tenant leakage, and injection that rides in on retrieved documents.
Frequently asked questions
What are AI & ML agent skills?
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
Which AI & ML skills are most installed?
Popular AI & ML skills on SkillMD right now include agency-multi-platform-publisher, ai-content-filter, llm-prompt-master. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do AI & ML skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.