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.
-
qwenlm Skill Computer Use 3Control the local desktop using the `computer` MCP tool from computer-use-mcp. Use when the user asks to operate local Mac/Windows apps, inspect the screen, click UI, type text, press shortcuts, scroll, drag, or interact with native GUI software.
-
b-open-io Bundle Codex Agent Setup 3Explicit-only installer for the Product Skills Anthony and Caal Codex custom agents. Use ONLY when the user explicitly asks to install, update, check, uninstall, or set up Product Skills agents in Codex, including "install Anthony in Codex", "install Caal in Codex", "update the Product Skills Codex agents", or "check product_skills_legal". Never auto-invoke for ordinary legal, compliance, SOC 2, SEO, marketing, CRO, copywriting, or launch work.
-
bobmatnyc Skill Code Review Standards 3Severity-tagged code review rubric (CRITICAL/HIGH/MEDIUM/LOW) used by the code-critic agent to produce APPROVE/WARN/BLOCK verdicts with evidence-backed findings
71 -
cristoslc Skill Swain Init 4<!-- swain-model-hint: sonnet, effort: medium -->
-
haaaiawd Bundle Spec Writer 4Transforms ambiguous user requests into rigorous Product Requirements Documents (PRDs). Use when requirements are vague or high-level.
-
haaaiawd Bundle Task Planner 4使用WBS方法将系统设计文档分解为层次化任务。支持依赖分析、追溯链、验收标准。
-
haaaiawd Skill Task Reviewer 4系统性审查 05_TASKS.md 的质量与完备性。通过 6 大检测 Pass 在语义模型上运行,检测重复、歧义、欠详述、不一致、覆盖缺口和质量问题。
-
haaaiawd Bundle Tech Evaluator 4评估技术栈选项,使用加权决策矩阵和 ATAM 方法论产出架构决策记录 (ADR)。
-
haaaiawd Bundle Concept Modeler 4从模糊的用户需求中提取领域概念——实体、流程和"暗物质"(用户没说的)。基于 DDD(领域驱动设计)方法论。
-
haaaiawd Skill Design Reviewer 4使用三维框架(系统设计、运行模拟、工程实现)系统性审查架构和系统设计文档。产出按严重度分级的发现,关联到具体文档段落。
-
haaaiawd Bundle System Designer 4为单个系统设计详细的技术文档。负责架构图、接口设计、数据模型、Trade-offs讨论等。
-
haaaiawd Bundle System Architect 4识别项目中的独立系统,定义系统边界。产出系统架构总览,为后续系统设计奠定基础。
-
haaaiawd Skill Runtime Inspector 4分析运行时行为、进程边界和 IPC 机制,检测"协议漂移"风险和进程生命周期问题。
-
epistemedeus Skill
Samedaydesk Machine Commerce 2Discover SameDayDesk's live account-free machine services (twenty-three paid HTTP actions in the 2026-09-10 version 1.23.46 `/api/actions` readback; re-verify live) and produce a verified, non-spending purchase intent from the live OpenAPI contract and unpaid HTTP 402 challenge. Use to select and preflight public web extraction, company or wallet enrichment, repository security scans, JSON-LD generation, AI-search audits, Morpho risk analysis, work opportunities, agent-service discoverability, agent-surface context budgets, contract-qualified service search, seller integrity, x402 or MPP payment offers, Base or Solana transaction evidence, or delegated-wallet policy conformance before a separately authorized payment executor is involved.
-
cwijayasundara Skill Implement 3Generate production code and tests for a story group using agent teams for parallel execution.
-
majiayu000 Skill Python Project Init 3Scaffolds a modern Python project using uv.
567 -
delorenj Bundle 33god Projects 3Create, wire, and maintain 33god/DeLoNET projects. Covers PJangler/CommonProject bootstrap, repo-local `.project.json`, Hermes PM provisioning requests (sentinel duties fold into the PM heartbeat), mise/.env.op, BMAD, Hindsight/Bloodbank hook wiring, and project-scoped hook + skill fan-out adoption. Use when running `pj init`, `pj hermes-agent --yes`, or `mise run init-project`; adding a PM; wiring mise/op inject; installing BMAD; configuring hooks; or adopting `.agents/local.json`, `defer_to_global`, and `hooks.master.json`. Do NOT use for developing pjangler (project-jangler), generic fan-out mechanics (agent-config-fanout), fleet updates/backfills (agent-fleet-operations), live Plane issues, Bloodbank schemas, or host conventions.
1 -
delorenj Bundle Pjangler Dev 3Develop pjangler itself: author Commands (atomic file/dir operations), Recipes (composed subsystem bootstrappers), and register them in the CLI. Covers the Command/Recipe architecture, project registry implementation, CommonProject copier implementation, and pjangler dist/build/regression workflows. Use when creating a pjangler Command or Recipe, registering a recipe, adding subsystem bootstrapping, changing templates/commonproject or templates/hermes-agent, debugging pjangler tests, or changing the CLI/MCP server. Triggers: pjangler command, pjangler recipe, add subsystem, bootstrap, project scaffolding, CommonProject template, hermes-agent template, pjangler CLI, pjangler MCP. Do NOT use for: USING pjangler to create a 33god project (→ 33god-projects); generic agent-config fan-out engine mechanics (→ agent-config-fanout); versioning many files in parity (→ mise-versioning); event schema naming (→ bloodbank-integration).
1 -
rilldata Skill Rill Model 4Detailed instructions and examples for developing model resources in Rill
-
dojogenesis Skill Implementation Prompt 3Transform Spec to Implementation Prompt Skill
-
dojogenesis Skill Pre Implementation Checklist 3Pre-Implementation Checklist Skill
-
dojogenesis Bundle Seed Library 3Access and apply the 10 Dojo Seed Patches plus 3 field seeds as reusable thinking modules. Use when architecting systems, optimizing costs, debugging complex issues, or grounding ecosystem-level work. Trigger phrases include "which seed applies here", "suggest a seed pattern", "apply a seed to this", "what pattern should we use", "load the seed library".
-
dojogenesis Skill Handoff Protocol 3Agent Handoff Protocol Skill
-
openjiuwen-ai Skill Skill Creator 3Create a reviewable reusable Agent Skill draft from a user's explicit natural-language description. Use when the user asks the Agent to create, build, or revise a Skill; do not use merely because a workflow seems reusable.
-
b-mendoza Bundle Council Of Advisors 2Runs a structured nine-seat council deliberation on an idea, project, business, startup, goal, or objective, then writes a full decision handoff file with a compact recommendation summary and reusable mental-model teaching cards. Use when a user asks to stress-test a decision, get adversarial review, classify a decision as reversible or irreversible, or wants multiple independent perspectives on a course of action.
-
charleswiltgen Bundle Axiom AI 3Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature. Covers Foundation Models, @Generable, LanguageModelSession, Tool protocol, eval suites, model-as-judge scoring, SpeechTranscriber, CoreML.
-
qodo-ai Bundle Qodo Setup 4Connect Qodo to the current local coding agent — verify the Qodo CLI, guide a secure installation when it is missing, complete browser login, and confirm managed tools are ready. Use after installing the Qodo plugin, when the user asks to set up or connect Qodo, or when another Qodo skill reports that the CLI is missing or logged out.
-
fradser Skill Commit 3Creates atomic conventional git commits using git-agent. This skill should be used when the user requests "commit", "git commit", "create commit", or wants to commit changes using AI atomic commits.
580 -
fradser Skill Commit And Push 3Creates atomic conventional git commits using git-agent and pushes changes to the remote repository.
580 -
roble3 Bundle Wireframe To 3d 2Convert 2D orthographic wireframe PNG drawings to 3D Blender models exported as glTF/GLB. Use this skill whenever the user provides wireframe images (technical drawings, line drawings, orthographic views, side/front/back panels) and wants to generate a 3D model, mesh, or .glb file. Triggers on phrases like "convert this wireframe to 3D", "make a 3D model from these drawings", "build a model from this wireframe", "generate GLB from these views", or any image-to-3D-mesh request involving line drawings. Make sure to use this skill even if the user does not explicitly say "wireframe" — also covers "orthographic views", "technical drawings", "line drawings of objects", "front and side views". Requires the Blender MCP addon to be running (port 9876) and Python with opencv-python, numpy, scipy installed.
-
haowjy Bundle Story Memory 2Creative-writing domain knowledge for durable story state. Load when preserving or retrieving project memory — fact extraction, context scoping, reference writing, artifact layout, and issue tracking. If you are a knowledge agent such as kb-lead, load this for the fiction-specific categories and conventions your general methodology doesn't cover.
-
haowjy Bundle Writing Principles 2What fiction readers want (reader reward channels) and the specific ways LLM training damages them. Load when drafting prose, critiquing, or diagnosing why a passage feels flat.
-
charleswiltgen Bundle Axiom Security 3Use when storing credentials securely, encrypting data, implementing passkeys, securing AI/agentic features against prompt injection, code signing, or managing certificates and provisioning profiles.
-
charleswiltgen Bundle Axiom Xcode MCP 2Use when connecting to Xcode via MCP, using xcrun mcpbridge or the headless mcp-server, or working with ANY Xcode MCP tool (XcodeRead, BuildProject, RunSomeTests, RenderPreview). Covers setup, tool reference, workflows, troubleshooting.
-
haowjy Skill Creative Writing Muse 2Load when no subagents are available and one agent must plan, draft, critique, research, and capture memory by switching stances.
-
haowjy Bundle Creative Writing Modes 2Creative-writing addendum to /llm-writing. Load when putting prose on the page: draft, revise, bridge, vary, or polish.
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 computer-use, codex-agent-setup, code-review-standards. 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.