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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jon-devlapaz Bundle Skill ScoutScout existing agent skills with evidence before creating one. Use when the user wants the best-supported skill for a workflow, to compare candidates against supplied evidence, or to verify one known skill or repository.
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laowang-wy Bundle Professional Sketchup ModelingUse this skill whenever the user asks to create, build, edit, refine, inspect, or deliver a SketchUp/SU model or architecture scene. It provides managed MCP control, source-based geometry, spatial reasoning, visual review, recovery, and editable SKP delivery.
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laowang-wy Bundle Professional Sketchup Modeling 2Use this skill whenever the user asks to create, build, edit, refine, inspect, or deliver a SketchUp/SU model or architecture scene. It provides managed MCP control, source-based geometry, spatial reasoning, visual review, recovery, and editable SKP delivery.
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babamba2 Bundle Sc4sap SetupPlugin setup — detect legacy single-profile state (migrate → multi-profile), create or register a SAP connection profile under ~/.sc4sap/profiles/<alias>/, install abap-mcp-adt-powerup MCP server, optionally install DEV-only ZMCP_ADT_UTILS + ZCL_S4SAP_CM_* ALV OOP handlers (tier-gated), register both PreToolUse hooks (blocklist + tier-readonly-guard), optional SPRO / customizations extraction
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babamba2 Skill Sc4sap MCP SetupGuide to install and configure the abap-mcp-adt-powerup MCP server for SAP ADT connectivity
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piskie-dev Bundle Piskie ControlDiscover, inspect, and safely manage Piskie configuration and capabilities through the stable JSON CLI. Use when a Piskie user wants to read or change persistent settings, inspect models or configuration domains, manage installed Skill/MCP/Plugin capabilities, or install a missing capability that the current task clearly requires.
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nowonbun Skill Skillport Client연결된 SkillPort MCP에서 작업에 맞는 스킬을 검색하고 필요한 본문만 선택적으로 불러올 때 사용한다. 일반 작업이나 MCP 서버가 연결되지 않은 상태에서는 사용하지 않는다.
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nowonbun Bundle UsageSkillPort MCP 사용법
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jimmykane Skill Code QualityAnalyze code quality using ESLint and project-specific patterns
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jimmykane Skill Security ReviewReview Firebase Security Rules and Angular application security patterns
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jimmykane Skill Test AutomationGenerate and manage Vitest tests for Angular components, services, and Firebase integrations
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jesse-merhi Skill HandoffTransfer the current work to a fresh full agent session, placing related work beside the current session and unrelated asides separately.
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babamba2 Bundle Sc4sap Sap DoctorDiagnose SC4SAP plugin health, MCP server connectivity, and SAP system connection (renamed from `doctor` to avoid conflict with Claude Code's built-in `/doctor`)
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babamba2 Skill Sc4sap Trust SessionINTERNAL-ONLY permission bootstrap. Pre-approves Agent dispatch + `.sc4sap/` state-file I/O for the session so parent-skill pipelines run without prompts. SAP MCP handlers are auto-approved by the `permission-approver` PreToolUse hook (except GetTableContents / GetSqlQuery, which stay prompt-gated). MUST be invoked by a parent skill (create-program, setup, team, analyze-*, create-object) — direct user invocation is rejected with a redirect message.
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babamba2 Bundle Sc4sap Ask ConsultantDirect operational Q&A with a SAP module consultant agent. Auto-routes the question to the matching sap-{module}-consultant and answers against the configured SAP environment (version, industry, country, active modules).
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babamba2 Bundle Sc4sap Analyze SymptomRead-only, step-by-step root cause analysis for SAP operational errors. Reads the dump summary and failing source via MCP (known-issue web lookup only when the failure is in standard SAP code), widens to transports and where-used only when the clues call for it, narrows hypotheses with minimal user questions, and provides SAP Note search keywords. Never changes code or data.
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jimmykane Bundle Connected Provider IntegrationAdd or materially change a connected fitness-provider integration in Quantified Self. Use for Garmin, Suunto, COROS, Wahoo, or new-provider OAuth, webhooks, activity/history/route/sleep ingestion, delivery, disconnect, provider UI, documentation, and operational coverage.
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jimmykane Bundle Sports Lib Upgrade And ReparseDeliver a sports-lib package or parsing-behavior change safely through Quantified Self. Use when a version upgrade, activity or route model change, historical parsing correction, durability input change, or reparse-queue behavior might affect persisted data.
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jimmykane Bundle Analyze Quantified SelfCompare the user's authorized Quantified Self data across health and fitness domains or relate Timeline notes to recorded trends through read-only MCP tools. Use for sleep versus training, weight versus activity, or Health/Sleep changes around a noted event; use the focused Quantified Self skills for single-domain requests or independent summaries that do not need comparison.
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jimmykane Bundle Analyze Quantified Self SleepAnalyze the user's authorized Quantified Self sleep data through its read-only MCP tools. Use for sleep sessions, duration, stages, efficiency, naps, bedtime or wake-time patterns, HRV, sleep heart rate, blood oxygen, respiration, and sleep-oriented recovery trends; use the cross-domain Quantified Self skill when comparing sleep with training, measurements, or activities.
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jimmykane Bundle Analyze Quantified Self HealthAnalyze authorized recorded all-day Quantified Self Health metrics through read-only MCP tools. Use for daily or intraday heart rate, HRV, stress, resources or Body Battery, movement, energy, blood pressure and fitness trends; use the Sleep skill for overnight session vitals and the measurements skill for weigh-ins or body composition.
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jimmykane Bundle Explore Quantified Self RoutesExplore the user's authorized Quantified Self saved routes through its read-only MCP tools. Use for route summaries, activity types, route geometry, bounds, segments, waypoints, or finding saved routes near a place or coordinate; do not use saved-route access to answer nearby activity-history questions.
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jimmykane Bundle Analyze Quantified Self ActivityAnalyze one or more authorized Quantified Self activities through its read-only MCP tools. Use for individual workouts, activity tags, activity descriptions, activity summaries, canonical metrics, laps, MTB jumps, swim lengths, pace or power charts, detailed workout samples, interval analysis, breadcrumb traces, or finding activities near a place; use the training skill for aggregate trends across many activities.
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jimmykane Bundle Analyze Quantified Self MeasurementsAnalyze the user's authorized Quantified Self body measurements through its read-only MCP tools. Use for weight, body mass, weigh-ins, recorded measurement history, rates of change, plateaus, or other discoverable personal measurement trends; do not substitute a current Training-derived snapshot for historical measurements.
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rayminliu Bundle TexereThe Chinese formal document compiler — Reference/Spec → Deterministic Document → Evidence. Renders Markdown into properly typeset Chinese formal documents (docx + PDF) with unified validation: 9 automated checks (package integrity, image embedding, TOC fields, page numbering, blank pages, Word acceptance, visual drift), structured report (report.json), and evidence package (screenshots + signature). Use when generating tenders, bids, grant applications, final reports, white papers from Markdown with explicit design contracts (profile.json or ref.docx). Also supports targeted edits to existing docx without re-typesetting. Should not be used for tracked changes, comments, watermarks, theses, or English documents.
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jesse-merhi Skill Skill CleanerAudit agent skills: loaded roots, duplicate skills, unused skills, prompt-budget costs, compact descriptions.
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tifandotme Skill Hadl DB CredsProvides the local command contract for HADL database credentials and tunnels. Use when an agent needs to inspect, traverse, or query HADL, Aquasense, Backoffice, staging, production, or windmill databases.
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tifandotme Skill Writing SkillsCreates and reviews Agent Skills, including SKILL.md files, frontmatter, references, and scripts. Use when creating or updating an Agent Skill.
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tifandotme Skill Writing Agents MdCreates and maintains compact AGENTS.md files for repository-specific agent instructions. Use when creating, updating, trimming, refactoring, or auditing AGENTS.md files.
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thecolliery Bundle Source GroundingVerify version-sensitive facts against live authoritative sources before asserting them in code or answers. Triggers on: "/source-grounding", "source-grounding", "sourcing". Standing rule — always active via CLAUDE.md. Invoke for deep verification work (API signatures, CVEs, model IDs, auth flows, deprecated patterns, security advisories).
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jesse-merhi Skill Feedback HardeningEvidence-backed user corrections or self-detected mistakes revealing reusable agent failures: delegate one systemic-fix recommendation, get approval, then implement it.
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jesse-merhi Skill Writing For AgentsWrite agent-facing skills, AGENTS.md, CLAUDE.md, and linked docs with precise behavioral instructions.
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jesse-merhi Skill Model Writing GuidesSelect model-specific writing guidance for another skill, including exact coverage checks, same-family fallback, and one task-wide stale-coverage notice.
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jesse-merhi Skill Atlassian Cloudid JiraQuery Jira, JPD, and Confluence through local Rovo Dev MCP, including site IDs, JQL, CQL, and boards.
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bo2bot-messaging Bundle Bo2bot Messaging 4Load when the human mentions Bo2bot, a bot inbox, sending a message to another bot or agent, greeting hello@bo2bot.com, or the Bo2bot BBS. Handles login, buckets, mandatory feedback, reply, send, and logout. Do not load for email, Slack, or Perplexity connectors.
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repoprompt Bundle Rpce Issue CreatorDraft, deduplicate, review, refine, or file maintainer-friendly GitHub issues for RepoPrompt CE from rough notes, investigation findings, or agent context. Use when a user or agent needs a clear RepoPrompt CE issue draft or explicitly requests issue filing.
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 skill-scout, professional-sketchup-modeling, professional-sketchup-modeling. 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.