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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gabrielmoreira Bundle Oma Academic WritingDraft and revise academic prose against a rubric, evidence, and citation requirements. Use for essays, reports, literature reviews, or academic style audits.
17 - gabrielmoreira Bundle Customaize Agent Create Hook
Create and configure git hooks with intelligent project analysis, suggestions, and automated testing
17 - gabrielmoreira Skill Docs Update Docs
Update and maintain project documentation for local code changes using multi-agent workflow with tech-writer agents. Covers docs/, READMEs, JSDoc, and API documentation.
17 - gabrielmoreira Skill Git Analyze Issue
Analyze a GitHub issue and create a detailed technical specification
17 - gabrielmoreira Skill Openviking Memory
Recall and persist long-term memory through the OpenViking MCP tools. Use at the start of any substantive task (coding, configuration, debugging, multi-step or tool-based work) to retrieve relevant prior knowledge with find/search/read, and during or after work to persist durable facts, preferences, decisions, and lessons with remember. Do not use for casual chat or simple factual questions the model can answer directly.
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fabioc-aloha Skill Copilot Sdk 3Build applications powered by GitHub Copilot using the Copilot SDK — session management, custom tools, streaming, hooks, MCP servers, BYOK, deployment patterns
- fabioc-aloha Skill MCP Builder 3
Build MCP servers for LLM tool integration — Python (FastMCP), Node/TypeScript (MCP SDK), or C#/.NET (Microsoft MCP SDK)
- fabioc-aloha Skill Health Pulse 3
Health Pulse data model, status rules, scoring algorithms, and thresholds — the canonical source the extension consumes
- fabioc-aloha Skill Entra Agent Id 3
Microsoft Entra Agent ID (preview) — create OAuth2-capable AI agent identities via Microsoft Graph beta API
- fabioc-aloha Skill Prompt Builder 3
Create and validate .prompt.md files that pass brain-qa on first attempt
- fabioc-aloha Skill AI Agent Design 3
Design autonomous AI agents that reason, plan, and execute tasks
- fabioc-aloha Skill MCP Development 4
**Domain**: AI Infrastructure
- fabioc-aloha Skill RAG Architecture 3
Build retrieval-augmented generation systems that ground LLMs in your data.
- fabioc-aloha Skill Agent Debug Panel 3
Debug skill/hook/agent loading issues using VS Code's Agent Debug Panel
- fabioc-aloha Skill Prompt Engineering 3
Craft effective prompts that get the best results from language models.
- fabioc-aloha Skill Flux Brand Finetune 3
Train and manage custom FLUX LoRA fine-tunes on Replicate for consistent brand character imagery
- gabrielmoreira Skill Capture Repro 4
Internal specialist skill for Establish reproducible capture baselines and anchors.. Use when `rdc-debugger` dispatches capture-repro work.
17 - gabrielmoreira Skill Driver Device 4
Internal specialist skill for Perform cross-device attribution and platform-specific checks.. Use when `rdc-debugger` dispatches driver-device work.
17 - gabrielmoreira Skill Shopify Storefront GRAPHQL 2
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17 - gabrielmoreira Skill Skeptic 5
Internal specialist skill for Challenge weak claims and sign off only when proven.. Use when `rdc-debugger` dispatches skeptic work.
17 - gabrielmoreira Skill Triage Taxonomy 2
Internal specialist skill for Match the bug description against BugCard/BugFull history, map symptoms and triggers to normalized tags, recommend SOP candidates, and propose exploration direction suggestions for the main agent.. Use when `rdc-debugger` dispatches triage-taxonomy work.
17 - gabrielmoreira Skill Triage Taxonomy 3
Internal specialist skill for matching bug descriptions against BugCard/BugFull history, mapping symptoms and triggers to normalized tags, recommending SOP candidates, and proposing exploration direction suggestions for the main agent. Use this when `rdc-debugger` dispatches triage-taxonomy work.
17 - gabrielmoreira Skill Triage Taxonomy 4
Internal specialist skill for Match the bug description against BugCard/BugFull history, map symptoms and triggers to normalized tags, recommend SOP candidates, and propose exploration direction suggestions for the main agent.. Use when `rdc-debugger` dispatches triage-taxonomy work.
17 - gabrielmoreira Skill Customaize Agent Apply Anthropic Skill Best Practices
Comprehensive guide for skill development based on Anthropic's official best practices - use for complex skills requiring detailed structure
17 - gabrielmoreira Skill Shader Ir 5
Internal specialist skill for Analyze shader source, IR evidence, and suspicious fingerprints.. Use when `rdc-debugger` dispatches shader-ir work.
17 - gabrielmoreira Skill Rdc Debugger 5
Public main skill for the RenderDoc/RDC GPU debugger framework. Use when the user wants defect diagnosis, root-cause analysis, regression explanation, or fix verification for a GPU rendering issue from one or more `.rdc` captures.
17 - gabrielmoreira Skill Capture Repro 5
Internal specialist skill for Establish reproducible capture baselines and anchors.. Use when `rdc-debugger` dispatches capture-repro work.
17 - gabrielmoreira Skill Driver Device 5
Internal specialist skill for Perform cross-device attribution and platform-specific checks.. Use when `rdc-debugger` dispatches driver-device work.
17 - gabrielmoreira Skill Pixel Value Forensics 2
Internal specialist skill for Locate first bad event and pixel-level evidence.. Use when `rdc-debugger` dispatches pixel-value-forensics work.
17 - gabrielmoreira Skill Pixel Value Forensics 3
Internal specialist skill for locating first bad event and pixel-level evidence. Use this when `rdc-debugger` dispatches pixel-value-forensics work.
17 - gabrielmoreira Skill Pixel Value Forensics 4
Internal specialist skill for Locate first bad event and pixel-level evidence.. Use when `rdc-debugger` dispatches pixel-value-forensics work.
17 - gabrielmoreira Skill Deploying Scalable Agents 4
Nasazení škálovatelných agentů s Microsoft Foundry
17 - gabrielmoreira Bundle Oma DB
Design schemas and migrations, tune queries, or plan vector retrieval and database operations. Application API implementation uses oma-backend.
17 - gabrielmoreira Skill Curly Quote Sft
中文技术文档符号与引用规范
17 - gabrielmoreira Skill Voxclaw
Give your agent a voice. Send text to a Mac running VoxClaw and hear it spoken aloud with OpenAI neural voices or Apple TTS.
17 - gabrielmoreira Skill Shopify Storefront GRAPHQL
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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 oma-academic-writing, customaize-agent:create-hook, docs:update-docs. 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.