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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mukul975 Bundle Detecting Deepfake Audio In Vishing AttacksDetects AI-generated deepfake audio used in voice phishing (vishing) attacks by extracting spectral features and classifying samples with machine learning models.
24.6k -
mukul975 Bundle Implementing Cisa Zero Trust Maturity ModelAssess and implement the CISA Zero Trust Maturity Model v2.0 across identity, devices, networks, applications, and data pillars to achieve progressive zero trust maturity.
24.6k -
mukul975 Bundle Testing API For Mass Assignment VulnerabilityTests API endpoints for mass assignment vulnerabilities by injecting privileged fields (role, isAdmin, balance) into request bodies and verifying if the server binds them without filtering.
24.6k -
mukul975 Bundle Detecting Qr Code Phishing With Email SecurityDetect and prevent QR code phishing (quishing) attacks that bypass traditional email security by embedding malicious URLs in QR code images within emails.
Audited 24.6k -
mukul975 Bundle Implementing Purdue Model Network SegmentationDesign and implement network segmentation for industrial control systems using the Purdue Enterprise Reference Architecture model, separating OT and IT networks into hierarchical security zones with strict traffic control.
24.6k -
mukul975 Bundle Performing Asset Criticality Scoring For VulnsBuild a multi-factor asset criticality scoring model to weight vulnerability prioritization based on business impact, data sensitivity, and operational importance.
24.6k -
mukul975 Bundle Implementing Beyondcorp Zero Trust Access ModelImplement Google's BeyondCorp zero trust access model to eliminate implicit trust from the network perimeter, enforce identity-aware access controls using IAP, Access Context Manager, and Chrome Enterprise Premium for VPN-less secure application access.
24.6k -
mukul975 Bundle Conducting Cyber Risk Assessment With Nist 800 30Conduct a defensible cybersecurity risk assessment using the NIST SP 800-30 Rev 1 methodology, from scoping and threat identification to risk determination and communication.
Audited 24.6k -
mukul975 Bundle Detecting Anomalies In Industrial Control SystemsDeploys anomaly detection for industrial control environments using machine learning models trained on OT network baselines, physics-based process models, and behavioral analysis of industrial protocol communications.
24.6k -
mukul975 Bundle Implementing Identity Verification For Zero TrustImplement continuous identity verification for zero trust using phishing-resistant MFA (FIDO2/WebAuthn), risk-based conditional access, and identity governance aligned with the CISA Zero Trust Maturity Model.
24.6k -
mukul975 Bundle Implementing Network Traffic Analysis With ArkimeDeploy and query Arkime for full packet capture network traffic analysis, including session search, PCAP download, beaconing detection, DNS tunneling analysis, and TLS anomaly identification.
24.6k -
mukul975 Bundle Implementing Conduit Security For Ot Remote AccessDesign and deploy IEC 62443-compliant conduit architecture for secure OT remote access, including jump servers, MFA gateways, session recording, and approval-based workflows for vendor and engineer access to industrial control systems.
24.6k -
mukul975 Bundle Performing Threat Modeling With Owasp Threat DragonCreate data flow diagrams, identify threats using STRIDE and LINDDUN methodologies, and generate threat model reports for secure design review with OWASP Threat Dragon.
24.6k -
wondelai Bundle Hooked UXDesign habit-forming product loops using the Hook Model (Trigger, Action, Variable Reward, Investment) to analyze and improve user engagement, retention, and re-engagement strategies.
Audited 1.6k -
wondelai Bundle Domain Driven DesignModel software around the business domain using bounded contexts, aggregates, and ubiquitous language, with scoring and diagnostic tools for evaluating domain model quality.
Audited 1.6k -
wondelai Bundle Design Everyday ThingsApply foundational design principles—affordances, signifiers, constraints, mappings, and feedback—to evaluate and improve product usability, bridging the gulfs of execution and evaluation.
Audited 1.6k -
alphagbm Skill Alphagbm Options ScoreScore and rank options contracts for any ticker using a multi-factor model covering liquidity, IV attractiveness, Greeks balance, and risk/reward. Returns scored option chains with the best contracts highlighted.
1.2k -
composiohq Skill Helium MCPSearch real-time news with bias scoring, get live stock/ETF/crypto data with AI analysis, ML options pricing, balanced news synthesis, and meme search via the Helium MCP server.
66.9k -
composiohq Skill Sentry TriageDiagnose Sentry issues without copy-pasting stack traces. Uses the Composio CLI to pull issue details, events, breadcrumbs, and suspect commits, then maps the frames to local source so the agent can propose a fix directly.
66.9k -
composiohq Bundle Agent Deep LinksBuild, validate, and troubleshoot deep links for Codex, Cursor, VS Code, Visual Studio, and similar tools. Use when users ask for clickable links (especially in Slack) that open threads, files, folders, or app settings.
66.9k -
composiohq Skill Codebase MigrateCoordinate large-scale codebase migrations and multi-file refactors across hundreds of files using batched PRs and CI verification.
66.9k -
composiohq Bundle Gh Address CommentsFinds the open GitHub PR for the current branch and helps address review comments using the gh CLI.
66.9k -
ai-builder-club Bundle New LoopCreates a new recurring workstream (loop) in a file-based knowledge base: scaffolds the domain folder, runs a real test cycle, and records the result in the timeline and log.
770 -
ai-builder-club Skill Setup Codebase HarnessSets up a codebase for reliable agent-driven development by making it legible (structured docs, custom lints, code graph), executable (one-command dev stack, cloud sandbox), and verifiable (e2e gate, verify-before-ship loop).
770 -
jeffallan Bundle Ml PipelineDesigns and implements production-grade ML pipeline infrastructure: configures experiment tracking, creates orchestration DAGs, builds feature store schemas, deploys model registries, and automates retraining and validation workflows.
Audited 10.4k -
jeffallan Bundle Atlassian MCPIntegrates with Atlassian products to manage project tracking and documentation via MCP protocol. Use for querying Jira issues with JQL filters, creating and updating tickets, searching Confluence pages, managing sprints, and setting up MCP server authentication.
10.4k -
jeffallan Bundle MCP DeveloperBuild, debug, and extend MCP servers and clients that connect AI systems with external tools and data sources.
10.4k -
jeffallan Bundle RAG ArchitectDesigns and implements production-grade RAG systems by chunking documents, generating embeddings, configuring vector stores, building hybrid search pipelines, applying reranking, and evaluating retrieval quality.
10.4k -
jeffallan Bundle Fine Tuning ExpertFine-tune LLMs using LoRA, QLoRA, and PEFT with Hugging Face, including dataset preparation, hyperparameter tuning, evaluation, and deployment.
Audited 10.4k -
inference-sh Skill Agent UIAdd a batteries-included agent component to React/Next.js apps with runtime, streaming, human-in-the-loop approvals, and client-side tools.
584 -
inference-sh Bundle Python SdkBuild AI applications with the inference.sh Python SDK: run apps, build agents, and integrate with 250+ models using sync/async, streaming, file uploads, and a tool builder API.
584 -
inference-sh Bundle Infsh CLIRun 250+ AI apps from the command line: generate images and videos, call LLMs, search the web, create 3D models, and automate Twitter posts.
584 -
inference-sh Bundle Agent ToolsRun 250+ AI apps from the command line: generate images and videos, call LLMs, search the web, create 3D models, and automate Twitter posts.
584 -
inference-sh Skill P ImageGenerate images using Pruna's optimized P-Image models via the inference.sh CLI, supporting text-to-image, LoRA styles, image editing, and multi-image compositing.
584 -
inference-sh Skill P VideoGenerate videos using Pruna's optimized P-Video and WAN models via the inference.sh CLI, supporting text-to-video, image-to-video, audio input, and multiple resolutions.
584 -
inference-sh Skill LLM ModelsAccess 100+ LLMs including Claude, Gemini, Kimi, and GLM via the inference.sh CLI with automatic fallback and cost optimization.
584
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 fine-tuning-expert, domain-driven-design, implementing-cisa-zero-trust-maturity-model. 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.