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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tomevault-io Bundle Testing Regression StrategyRisk-based regression suite curation for release gating under time and budget limits. Use when teams must decide what runs always versus conditionally by impact and risk; do not use for implementing a single test type in isolation. Use when this capability is needed.
- tomevault-io Bundle Directional Prompting
Write prompts, system instructions, agent directives, slash commands, and skill descriptions using two stacked layers — outcome-first (define the destination, success criteria, stopping condition) plus directional language (every sentence names the path with positive verbs). Triggers when writing or reviewing any prompt, system message, AGENTS.md, CLAUDE.md, skill description, agent instruction, tool description, slash command body, eval rubric, or anywhere an LLM reads instructions. Use when the user says "write a prompt", "improve this prompt", "audit this system prompt", "outcome-first", "success criteria", "directional", "make this prompt positive", or when authoring any new skill, agent, or directive. Use when this capability is needed.
- tomevault-io Bundle Audit Repo Skill
ユーザーが自然文で、repo内の AGENTS.md、.codex/skills、.codex/agents、review routing、検証手順の整合、公開前確認、役割重複、ローカルフルパス、古い検証コマンド、危険な権限や禁止操作漏れを点検したいと頼んだ場合に使う。$audit-repo-skill の明示でも使う。人間判断が不要なskill、agent、文書修正は同じ作業内で対応し、判断が必要なものは必要な更新候補と戻り先を整理する。 Use when this capability is needed.
- tomevault-io Bundle Codex Code Reviewer
Systematic code review workflow using zen mcp's codex tool. Use this skill when the user explicitly requests "use codex to check the code", "check if the recently generated code has any issues", or "check the code after each generation". The skill performs iterative review cycles - checking code quality, presenting issues to the user for approval, applying fixes, and re-checking until no issues remain or maximum iterations (5) are reached. Use when this capability is needed.
- tomevault-io Bundle Sync Code Schema From DB
Mirror schema changes from a real database (SSOT) into repo artifacts (prisma/schema.prisma + db/schema/tables.json) and refresh LLM context (docs/context/db/schema.json). Use when this capability is needed.
- tomevault-io Bundle Implement Hooks
Implement and validate Claude Code hook configurations and hook scripts for command, prompt, and agent workflows. Use when this capability is needed.
- tomevault-io Bundle Flutter Coreflutter Animations
Master Flutter's animation system with implicit and explicit animations, hero transitions, physics-based motion, and custom transitions. Use when adding animations, creating transitions, implementing hero effects, or building interactive animated experiences. Use when this capability is needed.
- tomevault-io Bundle Create Audit Agent
Creates new Claude Code agent configuration files or audits existing ones in .claude/agents/. Validates frontmatter, routing keywords, body-frontmatter alignment, ecosystem integration, and cross-agent consistency using a 17-point checklist.
- tomevault-io Bundle Algorand Devrel Algorand Agent Skills Algorand Typescript
Algorand TypeScript
- tomevault-io Bundle Hybrid Inference Architecture
Hybrid Inference Architecture enables intelligent coordination between Use when this capability is needed.
- tomevault-io Bundle Implementing Realtime Sync
Real-time communication patterns for live updates, collaboration, and presence. Use when building chat applications, collaborative tools, live dashboards, or streaming interfaces (LLM responses, metrics). Covers SSE (server-sent events for one-way streams), WebSocket (bidirectional communication), WebRTC (peer-to-peer video/audio), CRDTs (Yjs, Automerge for conflict-free collaboration), presence patterns, offline sync, and scaling strategies. Supports Python, Rust, Go, and TypeScript. Use when this capability is needed.
- tomevault-io Bundle QA Automation Engineer
Skill hỗ trợ agent thực hiện các tác vụ QA automation testing bao gồm generate test cases, automation scripts, API tests, locators, phân tích flaky tests, và tạo test data. Use when this capability is needed.
- tomevault-io Bundle LLM Capability Matching
Use when assigning development tasks to different LLMs or estimating costs for multi-agent work.
- tomevault-io Bundle Flutter MCP CLI Runtime Validation
Run Flutter MCP runtime validation from CLI in two steps (launch app, then run validate-runtime), including toolkit-extension gating, screenshot/layout capture, app error collection, optional reload verification, and retry handling for transient first-connect failures. Use when this capability is needed.
- tomevault-io Bundle Flutter MCP Toolkit Maintain Macos
Maintains flutter_test_app macOS showcase, native intentcall hooks (codegen, app_links invoke), and VM MCP validation. Use when editing macOS Runner, intentcall_codegen.sh, macOS dogfood, Screen Recording capture, or comparing macOS parity to web WebMCP. Use when this capability is needed.
- tomevault-io Bundle Autoclaw Cc Xiaohongshu MCP Skills Xiaohongshu MCP Skills
执行流程
- tomevault-io Bundle Prometheus Grafana
Set up metrics collection and visualization with Prometheus and Grafana. Configure scrape targets, create PromQL queries, build dashboards, and implement alerting. Use when implementing monitoring, metrics collection, or visualization for applications and infrastructure. Use when this capability is needed.
- tomevault-io Bundle Hierarchical Taxonomy Clustering
Build unified multi-level category taxonomy from hierarchical product category paths from any e-commerce companies using embedding-based recursive clustering with intelligent category naming via weighted word frequency analysis. Use when this capability is needed.
- tomevault-io Bundle Buildkite Agent Metrics Release
Prepare a release for buildkite-agent-metrics. Use when this capability is needed.
- tomevault-io Bundle Charlieviettq Awesome Agent Skill MCP Ecosystem Optimizer
MCP Ecosystem Optimizer
- tomevault-io Bundle Chenyuxiaojin Video Agent Skills Video Agent Storyboarder
video-agent-storyboarder（分镜师）
- tomevault-io Bundle Alicloud AI Video Wan Video Test
Minimal video generation smoke test for Model Studio Wan Video. Use when this capability is needed.
- tomevault-io Bundle Xai Grok
Use xAI Grok API with Agent Tools for real-time web and X (Twitter) search and synthesis. Requires XAI_API_KEY. Use when this capability is needed.
- tomevault-io Bundle Comeonoliver Skillshub Explaining Machine Learning Models
Model Explainability Tool
- tomevault-io Bundle Guidance
Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft Research's constrained generation framework Use when this capability is needed.
- tomevault-io Bundle Outlines
Guarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local models (Transformers, vLLM), and maximize inference speed with Outlines - dottxt.ai's structured generation library Use when this capability is needed.
- tomevault-io Bundle Github Issue Workflow
Create and mark agent-ready GitHub issues for the your-project project (labels, status, template, readiness checks). Use when this capability is needed.
- tomevault-io Bundle Coindeskfeedagent Teneo
This agent connects directly to the Coindesk RSS feed to fetch the latest, direct information and news articles. It then utilizes an AI model to analyze the content, summarizing key points, identifyin Use when this capability is needed.
- tomevault-io Bundle Elevenlabs Open Account
Guides agents through opening ElevenLabs accounts for voice AI, TTS, agents, and API access. Use when the user or agent needs to sign up for ElevenLabs, get an API key, try voice AI, or connect clawdbot/moltbot/open claw to ElevenLabs. Use when this capability is needed.
- tomevault-io Bundle Openclaw Agent Optimize
Optimize an OpenClaw agent setup (model routing, context management, delegation, rules, memory). Use when asked about optimizing agents, improving OpenClaw setup, or agent best practices. Use when this capability is needed.
- tomevault-io Bundle Backend Pr Workflow
Pedantic backend PR workflow skill that follows repo-local workflow docs, GitHub issue linkage, safe Django migrations, and downtime-safe schema changes. Use when this capability is needed.
- tomevault-io Bundle Diversioteam Agent Skills Marketplace Process Code Review
Process Code Review Skill
- tomevault-io Bundle Diversioteam Agent Skills Marketplace Repo Docs Generator
Repository Documentation Generator Skill
- tomevault-io Bundle Claude Code Statusline Development
This skill should be used when the user asks to "create a statusline", "customize the status line", "add a custom prompt", or mentions Claude Code statusline. Also suggest when the user wants to display git branch, context usage, model name, or session costs at the bottom of Claude Code. Use when this capability is needed.
- tomevault-io Bundle Eaa Documentation Writer
Use when writing module specs, API contracts, ADRs, or feature specs. Follows 6 C's quality framework. Trigger with technical documentation requests for modules or architecture.
- tomevault-io Bundle Eaa Requirements Analysis
Use when managing planning phase: start planning, track progress, manage requirements/modules, or approve plans. Trigger with /start-planning or /planning-status commands.
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 testing-regression-strategy, directional-prompting, audit-repo-skill. 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.