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 Todoist APIManage Todoist tasks, projects, sections, labels, and comments via the REST API v2 using curl and jq. Covers authentication, CRUD operations, filter queries, pagination, completed task history, and natural language due dates. Use when the user wants to read, create, update, or delete Todoist data via the API. Use when this capability is needed.
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tomevault-io Bundle Arbgjr Sdlc Agentico RAG QueryRAG Query Skill
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tomevault-io Bundle AI ReviewReview Gemini API agent code against mandatory rules in backend/AGENTS.md Use when this capability is needed.
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tomevault-io Bundle Airflow HitlUse when the user needs human-in-the-loop workflows in Airflow (approval/reject, form input, or human-driven branching). Covers ApprovalOperator, HITLOperator, HITLBranchOperator, HITLEntryOperator. Requires Airflow 3.1+. Does not cover AI/LLM calls (see airflow-ai).
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tomevault-io Bundle Scheduler AgentCalendar and reminder management with smart scheduling Use when this capability is needed.
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tomevault-io Bundle FridayhubUse the ClawdHub CLI to search, install, update, and publish agent skills from fridayhub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed fridayhub CLI. Use when this capability is needed.
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tomevault-io Bundle Agent CLI DevSpawns AI coding agents in isolated git worktrees. Use when the user asks to spawn or launch an agent, delegate a task to a separate agent, or parallelize development across features. Only create a worktree without starting an agent if the user explicitly wants setup only. Use when this capability is needed.
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tomevault-io Bundle Bendrucker Route Agent ProjectProject Management
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tomevault-io Bundle Bntvllnt Agent Skills WorkflowWorkflow
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tomevault-io Bundle InquiryOrchestrate multi-agent deliberation for INQ work items through all 4 phases Use when this capability is needed.
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tomevault-io Bundle Golang SlogImplement structured logging in Go with log/slog, including logger setup, common attributes, context propagation, redaction, and performance-minded patterns. Use when this capability is needed.
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tomevault-io Bundle Agent LeaseStandards-enforcing validation gates for git commits. Catches what linters miss. Use when this capability is needed.
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tomevault-io Bundle Ws Workflow Engine BridgeImport and execute Author Workflow Engine prompt sequences inside AuthorClaw Use when this capability is needed.
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tomevault-io Bundle ComplyctlMulti-agent coordination patterns for forge sessions Use when this capability is needed.
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tomevault-io Bundle Cui JsdocJSDoc documentation standards for JavaScript functions, classes, modules, and web components Use when this capability is needed.
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tomevault-io Bundle Command CreatorThis skill should be used when creating a Claude Code slash command. Use when users ask to "create a command", "make a slash command", "add a command", or want to document a workflow as a reusable command. Essential for creating optimized, agent-executable slash commands with proper structure and best practices. Use when this capability is needed.
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tomevault-io Bundle 97 DevApply timeless programming wisdom from "97 Things Every Programmer Should Know" when writing, reviewing, or refactoring code. Use for design decisions, code quality checks, professional development guidance, testing strategies, and workflow optimization. Use when this capability is needed.
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tomevault-io Bundle Claude Code AgentYou are the Claude Code wrapper agent. Your purpose is to delegate complex Use when this capability is needed.
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tomevault-io Bundle Skill CreateCreate a new personal skill in dfrysinger/skills, enforcing HARDLINE authoring standards (frontmatter, naming, structure, size caps). Use when the user says "make this a skill", "create a skill for X", or when an agent recognizes a reusable procedure worth saving (per the auto-create trigger in copilot-instructions.md). For modifying an existing skill, use /skill-manage instead. Use when this capability is needed.
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tomevault-io Bundle Module WriterCreate or update a journal entry module (database, model, actions, views, controllers, API, docs, tests). Use when adding a new journal module or changing an existing module such as mood, health, or obligations. Use when this capability is needed.
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tomevault-io Bundle Developing With RedisUse when working with the agent implements Redis caching, data structures, and real-time messaging patterns. Use when implementing caching layers, session storage, rate limiting, pub/sub messaging, or distributed data structures.
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tomevault-io Bundle McpgraphBuild no-code MCP servers with tools that compose and orchestrate other MCP tools, with data transformation and conditional logic. Use when this capability is needed.
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tomevault-io Bundle Github IssuesCreate, update, and manage GitHub issues for the LucidData project using MCP tools. Use when users want to create bug reports, feature requests, or task issues, add labels (bug, enhancement, security, privacy, testing), assign team members, manage milestones, or track project workflow. Includes LucidData-specific issue templates and security considerations. Use when this capability is needed.
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tomevault-io Bundle Skill BrowserDiscover, browse, and compare agent skills from repositories. Shows new skills, updates, and helps users find relevant skills. Use when exploring available skills or checking for updates. Use when this capability is needed.
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tomevault-io Bundle Unifi APIQuery and control a UniFi network using the `unifi` CLI (a restish wrapper with 1Password auth) or the REST API as fallback. Use this skill whenever the user wants to manage their UniFi network — listing connected clients, blocking/unblocking devices, managing firewall policies, checking WAN health and speed test results, rebooting devices, managing VLANs or SSIDs, reading traffic stats, port forwarding, or any other UniFi network management task. Prefer the `unifi` CLI for Integration API endpoints; fall back to raw curl/python for legacy API endpoints. Trigger even if the user doesn't say "API" or "UniFi" — phrases like "check my network", "block that device", "show me who's connected", "add a firewall rule", "what's my WAN IP", "how's my internet speed", or "what's on the guest network" are all good triggers. Use when this capability is needed.
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tomevault-io Bundle CertyamlGenerate x509 certificates and PKI hierarchies for test environments using YAML manifests or Go API. Use for TLS client and server testing. Use when this capability is needed.
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tomevault-io Bundle BrainctlUnified agent memory CLI — read, write, search, and maintain the shared memory spine (brain.db). Use for persistent cross-session memory, knowledge graph, event logging, decisions, affect tracking, and consolidation. Use when this capability is needed.
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tomevault-io Bundle Pr PreparationCommit and PR preparation standards for agent output Use when this capability is needed.
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tomevault-io Bundle AI ToolkitAnalyze test coverage gaps and prioritize what to test next. Use this skill whenever the user says "analyze test coverage", "what's our test coverage", "find gaps in test coverage", "which code isn't tested", "improve test coverage", "show me a coverage report", "coverage analysis", "where are we missing tests", "what's untested", "test coverage audit", or asks about coverage percentages or uncovered files. Also trigger when the user asks which areas to focus testing efforts on, or when they want to know what the test-writer agent should work on next. Use when this capability is needed.
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tomevault-io Bundle Context7 CLIUse the ctx7 CLI to fetch library documentation, manage AI coding skills, and configure Context7 MCP. Activate when the user mentions "ctx7" or "context7", needs current docs for any library, wants to install/search/generate skills, or needs to set up Context7 for their AI coding agent. Use when this capability is needed.
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tomevault-io Bundle Integration TestsUse this skill when writing or running integration tests. Provides approved model names and integration test guidelines.
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tomevault-io Bundle Symbol TreeALWAYS USE FIRST when exploring, searching, or researching this codebase. Use symbol_tree MCP tool before grep/glob/read. Provides instant architecture overview, function relationships, and call graphs without reading full implementations. Use when this capability is needed.
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tomevault-io Bundle Vibeusage Agent ReadinessUse VibeUsage to track AI coding agent token usage, inspect model and project usage, and find scoped API documentation. Use when this capability is needed.
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tomevault-io Bundle WalkieP2P communication between AI agents using walkie-sh CLI. Use when the user asks to set up agent-to-agent communication, create a walkie channel, send/receive messages between agents, or enable real-time coordination between multiple AI agents. Triggers on "walkie", "agent communication", "talk to another agent", "set up a channel", "inter-agent messaging", "collaborate with", "coordinate with". Use when this capability is needed.
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tomevault-io Bundle Debug ModelDebug a broken SD.Next or Diffusers model integration. Use when a newly added or ported model fails to load, misdetects, crashes during prompt encoding or sampling, or produces incorrect outputs. Use when this capability is needed.
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tomevault-io Bundle XcodebuildmcpBuild/test Xcode projects via the XcodeBuildMCP MCP server using a local CLI wrapper for pi (no MCP support). Use when the user mentions Xcode, xcodebuild, iOS builds/tests, or XcodeBuildMCP. Use when this capability is needed.
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 todoist-api, arbgjr--sdlc-agentico--rag-query, ai-review. 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.