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.
-
itsual Skill Using Agent SkillsDiscover and apply the right Agent Skills for the current task. Use at the start of a session or whenever you need to decide which skill(s) apply to the work at hand. This is the meta-skill that helps route work to specialized skills.
-
joshuashepherd Skill Page Audit 2Holistic audit of any movemental.com page — UI, content, architecture, UX, and conversion — writes a markdown report and a standalone fix prompt.
1 -
joshuashepherd Skill Studio Export 2Generate a feature constitution — data model, product story, and acceptance criteria for a platform slice/feature. Designed for pasting into AI Studio Build mode or any prototyping tool. No styling or UI constraints.
1 -
joshuashepherd Skill Studio PromptGenerate a complete AI Studio prompt package for: $ARGUMENTS
1 -
joshuashepherd Skill Gemini API 2Build, refine, and master agents using the Google Gemini API and @google/generative-ai SDK. Covers generateContent, function calling, Google Search grounding, multimodal input (text/image/audio/video), streaming, context caching, and the Gemini 2.5 and 3.x model families. Fetches live docs from ai.google.dev. Use when building or debugging anything on Google Gemini.
1 -
joshuashepherd Skill Openai API 2Build, refine, and master agents using the OpenAI API — Chat Completions, Responses API, and OpenAI Agents SDK. Covers function calling, structured output, streaming, multi-agent handoffs, and the full gpt-5.4 family. Fetches live docs from platform.openai.com and openai.github.io/openai-agents-python. Use when building or debugging anything on OpenAI.
1 -
joshuashepherd Skill Voice Designer 2Build detailed voice profiles for characters, narrators, brands, or AI agents — covering diction, syntax, rhythm, worldview, signature patterns, and failure modes. Use when creating a character voice, designing an agent's persona, or auditing voice consistency.
1 -
joshuashepherd Bundle Agent Test 2Write tests for agents — unit tests for tools/instructions/routing, smoke tests for end-to-end behavior, e2e specs for API contracts. Use when adding test coverage to agents.
1 -
joshuashepherd Bundle Agent Tool 2Create or modify an OpenAI Agents SDK tool with Zod params, caching, metrics, and agent registration. Use when adding tools to agents.
1 -
joshuashepherd Bundle Agent Stream 2Work on SSE streaming, plain-text transport, ChatKit events, and session continuity. Use when debugging or modifying agent streaming behavior.
1 -
testdouble Bundle Guidance 2Authoritative guidance for building Claude Code skills, agents, and plugins, plus init and update steps that install and refresh the plugin-building skills in the current repository. Use when you need the rules or best practices for a skill, agent, hook, or plugin — designing, reviewing, hardening, or checking one against the guidance. Run with `init` to vendor the guidance, skill-builder, and agent-builder skills into the current repository (so they run with no dependency on this plugin) plus a path-scoped rule index, or `update` to refresh an already-vendored copy. Does not run an interview to build a new skill or agent from scratch — use skill-builder or agent-builder. Does not write feature code, review application code, or build non-plugin features.
218 -
testdouble Bundle Work Items To Linear 2Turn a work-items.md file (produced by /plan-work-items) into Linear issues, one per slice, in a single target Linear team. Use when you want to publish work items as Linear issues, create implementation tickets to track in Linear, or push a broken-down plan into a Linear team. Requires a configured Linear MCP server and a target team. Reads the team's real workflow states, labels, Projects, and members and resolves every option against them before creating anything; defaults each issue to the team's initial state, unassigned, uncategorized, with no parent or Project unless you ask. Links within-file `Depends on` relationships as native Linear "blocked by" relations and annotates the source file so re-runs resume cleanly. Does not produce the work-items file itself — use plan-work-items first. Does not post to Jira — use work-items-to-jira. Does not post to GitHub — use work-items-to-issues.
218 -
testdouble Bundle Work Items To Jira 2Break a work-items.md file (produced by /plan-work-items) into independently-grabbable Jira tickets, one per slice, in a single Jira project. Use when you want to turn a work-items file into Jira tickets, publish work items as Jira issues, or create implementation tickets that can be worked on and tracked in Jira. Requires a configured Atlassian MCP server. Does not produce the work-items file itself — use plan-work-items to break a plan into work items first. Does not post to GitHub — use work-items-to-issues for GitHub issues.
218 -
testdouble Skill Agent Builder 2Builds a new Claude Code agent (subagent) from scratch through a relentless, evidence-based interview that walks the agent's design tree decision-by-decision — entity fit, domain focus and vocabulary, role identity, anti-patterns, description, model tier, tools, and self-containment — then reviews the finished agent against the plugin-building guidance and applies every fix it finds. Use when creating, authoring, scaffolding, designing, or drafting a new agent or subagent. Does not build a skill or slash command — use skill-builder. Does not serve, vendor, or refresh the authoring guidance itself — use guidance.
218 -
testdouble Skill Skill Builder 2Builds a new Claude Code skill from scratch through a relentless, evidence-based interview that walks the skill's design tree decision-by-decision — entity fit, use cases, name, description, workflow steps, tools, and progressive-disclosure layout — then reviews the finished skill against the plugin-building guidance and applies every fix it finds. Use when creating, authoring, scaffolding, designing, or drafting a new skill or slash command. Does not build an agent or subagent — use agent-builder. Does not serve, vendor, or refresh the authoring guidance itself — use guidance.
218 -
agentskillexchange Skill Freefm 2Safely synchronize free-playable NetEase Private FM tracks into an append-only playlist using a native Rust CLI/TUI. Use when an operator needs QR login, read-only preview, strict playability checks, explicit cross-platform review, append-only sync, or zero-LLM scheduled execution.
28 -
agentskillexchange Skill Openai Image Gen 2Batch-generate images through the OpenAI Images API with a prompt sampler and gallery output.
28 -
agentskillexchange Skill Check Agent Counterparty Trust With Agent Guild 2Checks evidence about an unfamiliar autonomous agent before delegation, verifies signed Agent Guild passports, and returns a bounded hire, caution, or avoid recommendation without taking consequential action.
28 -
agentskillexchange Skill Notion MCP Server 2Notion MCP Server
28 -
agentskillexchange Skill Openai MCP Server 2OpenAI MCP Server
28 -
agentskillexchange Skill Pulumi MCP Server 2Pulumi MCP Server
28 -
agentskillexchange Skill Sentry MCP Server 2Sentry's official MCP server connects your error monitoring stack to any MCP client. Search issues, analyze stack traces, investigate performance bottlenecks, and get AI-powered root cause analysis — all without leaving your editor or agent session.
28 -
agentskillexchange Skill Stripe MCP Server 2Stripe MCP Server
28 -
agentskillexchange Skill Twilio MCP Server 2Twilio MCP Server
28 -
agentskillexchange Skill Datadog MCP Server 2Datadog MCP Server
28 -
agentskillexchange Skill Hubspot MCP Server 2HubSpot MCP Server
28 -
agentskillexchange Skill Mongodb MCP Server 2MongoDB MCP Server
28 -
agentskillexchange Skill Opsgenie MCP Server 2OpsGenie MCP Server
28 -
agentskillexchange Skill Sendgrid MCP Server 2SendGrid MCP Server
28 -
agentskillexchange Skill Langchain MCP Server 2LangChain MCP Server
28 -
agentskillexchange Skill Snowflake MCP ServerSnowflake MCP Server
28 -
agentskillexchange Skill Llamaindex MCP ServerLlamaIndex MCP Server
28 -
agentskillexchange Skill Open Policy Agent OpaOpen Policy Agent (OPA)
28 -
masharratt Bundle Prompt Optimizerprompt-optimizer
-
masharratt Bundle Cfn Provider RoutingCFN Provider Routing - Cross-Provider Model Compatibility
-
masharratt Bundle Cfn Agent SwapAgent Swap Mechanism Skill
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 using-agent-skills, page-audit, studio-export. 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.