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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jcaiagent7143-ui Skill Escalate If UnresolvedEscalate any open ticket past its SLA to a human, preserving lineage.
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varie-ai Skill RouteAuto-route a message to the best matching session based on repo name, task ID, or context. This skill is for the Manager session inside Workstation app. If you are in a standalone agent session, suggest the user open the Workstation app and use this skill from the Manager terminal.
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varie-ai Skill DispatchSend a message/command to a specific session by ID. This skill is for the Manager session inside Workstation app. If you are in a standalone agent session, suggest the user open the Workstation app and use this skill from the Manager terminal.
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sushegaad Bundle CmmcExpert CMMC 2.0 (Cybersecurity Maturity Model Certification) advisor for US defense contractors and subcontractors in the Defense Industrial Base (DIB). Use this skill whenever a user asks about CMMC 2.0, CMMC Level 1, Level 2, or Level 3, DoD cybersecurity compliance, NIST SP 800-171, CUI (Controlled Unclassified Information) protection, System Security Plan (SSP), Plan of Action & Milestones (POA&M), C3PAO assessments, DIBCAC audits, self-assessment, SPRS score, or any requirement under DFARS 252.204-7012 or 7021. Also trigger for: "CMMC gap analysis", "CMMC readiness", "FCI protection", "CUI scoping", "CMMC practices", "DoD contract cybersecurity", "defense supply chain security", "prime contractor flow-down requirements", the July 2026 CMMC Phase 2 suspension, or the CMMC Reform Task Force.
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bam-bam-2 Skill OrchestrationUse Orca orchestration for structured multi-agent coordination: threaded messages, blocking ask/reply flows, task dispatch, worker_done/escalation waits, task DAGs, decision gates, coordinator loops, or decomposing work across agents. Use `orca-cli` instead for full ownership handoffs, including requests phrased as "hand off", "handoff", "handover", "give this to another agent", or "another worktree" when the user did not explicitly ask to supervise, monitor, wait for results, or coordinate a DAG. Use `orca-cli` for ordinary terminal control, lightweight terminal prompts, shell commands, Orca worktree management, reading or waiting on terminals, and automation of the browser embedded inside Orca. Use Computer Use for browser windows, webviews, Orca app UI, or desktop UI outside Orca's embedded browser.
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bam-bam-2 Skill Discord Agent Fleet디스코드에 상주하는 대화형 AI 봇을 여러 개 만들고 운영한다. 상시 구동 머신에서 겪는 함정(절전 모드, 설정파일 자동로딩, 사용량 한도)을 함께 정리했다.
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varie-ai Skill Work SessionsList all active sessions in the Workstation. This skill is for the Manager session inside Workstation app. If you are in a standalone agent session, suggest the user open the Workstation app and use this skill from the Manager terminal.
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fabis94 Skill Update MCPCreate, update, or manage universal-ai-config MCP server templates. Handles finding existing configs, deciding whether to create or modify, and writing the template.
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fabis94 Skill Update AgentCreate, update, or manage universal-ai-config agent templates. Handles finding existing agents, deciding whether to create or modify, and writing the template.
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fabis94 Bundle AI Config CompressCompress LLM instruction sets, system prompts, rules, and guidelines to reduce token count while preserving behavioral intent. Use this skill whenever the user wants to shorten, truncate, optimize, or compress prompts, system instructions, CLAUDE.md files, custom instructions, rules, guidelines, or any instruction set meant for an LLM. Also trigger when users mention "too many tokens," "prompt is too long," "reduce prompt size," or ask to make instructions more concise.
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sushegaad Bundle Eu AI ActEU AI Act (Regulation (EU) 2024/1689) compliance advisor — risk classification across all four tiers, all 9 prohibited practices (Art. 5, including the nudification/CSAM prohibition from Dec 2, 2026), all 8 Annex III high-risk use case areas, provider and deployer obligations (Arts. 9–17, 26), GPAI model obligations including the July 2025 Code of Practice (Arts. 51–55), conformity assessment and CE marking (Arts. 43–48), EU AI database registration, Art. 50 transparency (chatbots, synthetic media, AI-generated content), governance (AI Office, AI Board), penalties (Art. 99), confirmed phase-in timeline (Digital Omnibus, Reg. (EU) 2026/1744, in force July 27, 2026: Annex III deferred to Dec 2, 2027; Annex I to Aug 2, 2028), and cross-framework mapping to ISO 42001, NIST AI RMF, and GDPR. Use for any EU AI regulation, AI system classification, or AI compliance question. Current as of August 2026. GPAI enforcement powers active since August 2, 2026.
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profsynapse Bundle Pact Agent TeamsAgent Teams interaction protocol for PACT specialist agents. Invoke it at spawn, and again before you append to your MEMORY.md index. Defines how teammates start work, communicate, report completion, handle blockers, and append to a shared index without dropping another instance's entries.
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profsynapse Bundle N8n Workflow PatternsProven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API integration, database operations, AI agent workflows, or scheduled tasks.
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twentyhq Bundle Use Twenty MCPUse when the user wants Codex to connect to an existing Twenty workspace through MCP, retrieve or inspect workspace records and metadata, or present Twenty CRM data as readable Markdown with formatted dates, values, record links, and compact tables instead of raw API output.
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twentyhq Skill Twenty Record PresentationRetrieve and present Twenty CRM records as readable summaries or tables, using the connected Twenty MCP server to discover fields, fetch relevant data, format dates and values, build record links, and avoid raw API output.
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potpie-ai Skill Potpie Change TimelineUse when an agent needs recent or historical change context: what changed recently, regressions, merged PRs, tickets, docs, incidents, deployments, releases, and source-history ingestion.
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christianearle01 Skill Global Setup AssistantGuides users through one-time machine setup for claude-config-template. Auto-activates when users ask about installation, global settings, MCP setup, or first-time configuration. Reduces setup friction and validates installation.
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highnoonoffice Bundle Agent ReadyAudit any personal or brand site for AI agent discoverability and fix what is fixable — structured data, trust anchor pages, llms.txt, crawlability checks, and Ghost-specific deployment patterns. Ghost Pro native.
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highnoonoffice Bundle Brain Map VisualizerVisualize how attention moves across your agent's projects. 13 named attention categories. Momentum-ready edges (recentCount/lifetimeCount). Directional flow encoding. Sorted by co-access score.
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getsentry Skill Django ModelsDesign Django ORM models for Sentry following architectural conventions for silos, replication, relocation, and foreign keys. Use when adding a new Django model, designing a model for a feature, deciding where data should live, picking a foreign key type, or refactoring an existing model's silo placement. Trigger on "add a Django model", "create a model", "design a model for X", "new database table", "store this data in the DB", "I need to track Y", "model for [feature]". Not for Pydantic models, dataclasses, ML models, or Protobuf — this is specifically for Django ORM models in the Sentry codebase.
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deepseek-ai Bundle Record Browser GifRecord browser or Web UI interaction demos as optimized GIFs using the available browser-control workflow, optional Playwright Videos for higher capture frame rates, and deterministic encoding, then attach the GIF to a pull request with `gh --attach`, falling back to a dedicated assets branch where attach cannot apply. Use when asked to make, record, or generate a GIF that demonstrates a browser workflow, and for every pull request that changes product-user-visible GUI behavior, which MUST include a GIF recorded from the pull request's real server and model flow.
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deepseek-ai Bundle Dsh Trim Cot LeakageUse when auditing or fixing prose that reads like a leaked reasoning transcript — dead design-session citations such as (decision N), audit item codes, or §N of uncommitted drafts; change narration such as "used to", "no longer", "this cut"; stack or review vantage ("a later PR in this stack", "rejected in review"); reviewer-addressed justifications; control-flow narration; or hedged planning residue in comments, JSDoc, docs, or Agent Notes.
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deepseek-ai Skill Dsh Archive Agent NotesUse when adding, auditing, pruning, archiving, restoring, or reviewing Agent Notes in deepseek-harness; checks every new note for superseded active records, classifies implemented notes by future decision value, deletes rejected notes that no longer prevent a tempting fallacy, and applies the frozen archived/{kind} triplet and manifest rules.
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deepseek-ai Skill Dsh Find SimplificationsUse when working in the deepseek-harness repo to find non-obvious simplification candidates, remove redundant comments or implementation-heavy documentation, write proposed Agent Notes or inline TODO/FIXME/XXX notes, audit or coalesce superseded Agent Notes, or fold worthwhile simplification ideas from another PR; especially for dead, duplicated, speculative, over-built, added-then-removed, or hand-rolled-where-a-dependency-exists surfaces.
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deepseek-ai Skill Cordis Plugin DevelopmentCreate, modify, debug, or extend dynamic Cordis Plugins, including Host Services and Events, Client Slot and theme UI, Package-private Client-to-Host calls, dynamic Tools, version updates, approval failures, and runtime diagnostics. Use this Skill to route a user request to the correct platform and Inspect Provider, then define, run, repair, or roll back the Plugin.
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deepseek-ai Skill Editing Cordis CompositionsUse when creating, changing, or validating a Cordis composition for this harness — writing or editing an agent preset, adding or removing a plugin row, deciding whether something belongs to the host composition or to one session, checking whether a preset you authored actually mounts, or diagnosing a row that mounted but contributed nothing.
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obsidian-owl Bundle Dev TestingGuides test type selection for agentic code. Use when writing tests for LLM interactions, tool implementations, or behavioral quality. Covers unit tests, VCR integration tests, and TruLens evals per ADR-0011/0012.
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highnoonoffice Bundle Ping PongYour OpenClaw is the brain. Codex or Claude Code are the hands. The clipboard is the protocol.
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highnoonoffice Bundle Agent TollboothWeb access privileges for your agent. So your agent stops hitting walls.
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highnoonoffice Skill Token Cost TimeEstimate LLM task token usage, cost, and duration using rule-based classification and optional local profile data without external dependencies.
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kingdon Skill Author SkillsWrite SKILL.md for the user using all available wisdom and documented guidance about how Agent Skills are made. New skills are written carefully to be orthogonal to the existing skills in the same repo.
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kingdon Bundle Flux OperatorValidate Flux Operator installations, debug GitOps connectivity issues, access the Flux UI, and configure MCP server for safe production cluster debugging. Trigger with /flux-status
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kingdon Skill Start BlastingPragmatic task execution that chooses the fastest path: script it, LLM it, or just do it. For mundane tasks humans are slow at but LLMs blast through. Trigger with /blast or /fast-path or "just do it"
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bejranonda Bundle Web Search FallbackAutonomous agent-based web search fallback for when WebSearch API fails or hits limits
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bejranonda Skill Orchestrator ImplementationDetailed implementation strategies for the four-tier orchestrator agent architecture including sub-agent definitions and group coordination protocols.
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navikt Bundle Threat ModelSTRIDE-A trusselmodellering for Nais-mikrotjenester — dataflyt, tillitsgrenser og risikovurdering
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 cordis-plugin-development, route, record-browser-gif. 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.