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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tankygranny05 Bundle Color PaletteDisplay terminal color gradients and palettes for choosing colors. This skill should be used when the user asks to see color options, color gradients, color palettes, ANSI colors, RGB colors, terminal colors, or needs help picking a color for terminal/shell configuration (e.g., Powerlevel10k, zsh themes, prompt colors).
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tankygranny05 Skill RetrospectiveCreate a Skill from this session. Use when you've solved a tricky problem, developed a multi-step workflow worth preserving, or captured domain-specific knowledge that should be saved for future reference.
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taewook486 Bundle MoaiMoAI super agent - unified orchestrator for autonomous development. Routes natural language or explicit subcommands (plan, run, sync, fix, loop, mx, project, feedback, review, clean, codemaps, coverage, e2e) to specialized agents. Use for any development task from planning to deployment.
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tankygranny05 Bundle Skill CreatorGuide for creating effective Codex skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Codex capabilities with specialized knowledge, workflows, or tool integrations.
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tankygranny05 Bundle Safe Port KillKill a TCP port safely by targeting only the LISTEN process (the server) and never killing connected clients. This skill should be used when asked to "kill a port", "free port", "stop what's running on port X", or when writing code/scripts to do so.
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tankygranny05 Skill Reporting SkillSpecialized knowledge and step-by-step guidance for generating high-quality reports (Executive, Technical, or Complete). Use this skill when asked to create investigation reports with worked examples.
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tankygranny05 Bundle Tmux Claude SdkThis skill should be used when controlling Claude Code sessions via tmux (spawn, detect sid/pid, rename, send prompts, Ctrl-C clear, Esc abort, Esc Esc rewind, Ctrl-C Ctrl-C exit) while preserving observability via --log-dir sse_lines.jsonl.
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tankygranny05 Skill Agent BiographerShadow and version-control another agent's conversation. Use when asked to track an agent, create agent biography, shadow an agent, document agent work, or make agent output more accessible.
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tankygranny05 Bundle Reporting SkillsUse when the user asks for an executive summary, technical report, or complete report. Provides specialized knowledge and formatting guidelines for generating high-quality reports in different formats.
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tankygranny05 Skill Push To Df TransRun the 'push to df_trans' workflow on the remote M3 Ultra machine. This skill should be used when the user asks to push new trading days to df_trans, update transaction data, or run known_good_version.py on the remote server. Handles SSH connection, PYTHONHASHSEED requirements, and sequential day processing.
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tankygranny05 Skill Bootstrap New DayBootstrap a new daily project folder for stock transaction screenshot processing. Use when user asks to "bootstrap new day", "create new day folder", "set up YYYY_MM_DD folder", or mentions starting work on a new trading day. Creates directory structure, copies documentation and prompts, optionally copies stock mappings, and opens known_issues.txt for user editing.
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tankygranny05 Bundle Claude Speed TestBenchmark Claude Code startup/response time across different CLAUDE_CONFIG_DIR locations. Use when user asks to test Claude speed, benchmark config dirs, compare startup times, or measure latency.
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tankygranny05 Bundle Claude Usage MeterProgrammatically fetch Claude Code usage limits and remaining quota via API. Use when user asks about usage, rate limits, quota, billing blocks, or remaining capacity. Also handles OAuth token refresh for API access.
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tankygranny05 Skill Document Skills PDFComprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. Use when programmatically processing, generating, or analyzing PDF documents.
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tankygranny05 Bundle Agent Stack StartupStart the full agent stack (tmux sessions for Claude Code agents, SQLite ingestors, announcers, watchdog, and mitmproxy) after a fresh Mac reboot. This skill should be used when the user asks to "start everything", "bring up the agent stack", "start after reboot", "launch tmux sessions", or needs to initialize the development environment with all monitoring and agent processes.
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taewook486 Skill Python MCP ExpertExpert assistant for developing Model Context Protocol (MCP) servers in Python. Use when creating, debugging, or optimizing MCP servers with FastMCP, tools, resources, and prompts.
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taewook486 Skill Python MCP ServerInstructions for building Model Context Protocol (MCP) servers using the Python SDK. Provides patterns, best practices, and code examples for FastMCP, tools, resources, prompts, and transports.
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jasoncolapietro Bundle Suede Recommend Next ActionNext-action selector for the Suede pack: inspects current repo, terminal, plan, or handoff state read-only and returns one recommended next move plus a short, self-contained copy/paste prompt for it. Use when the user asks 'what's next', 'what should I do next', 'recommend the next move', 'give me the prompt', 'expand prompt', or 'make it granular', especially after a review, audit, plan, or stalled task. NOT FOR: executing the recommended action without the user's separate authorization, or coordinating a multi-lane build across specialists (use suede-agent-teams).
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taewook486 Skill Python MCP Server GeneratorGenerate a complete MCP server project in Python with tools, resources, and proper configuration. Use when scaffolding a new MCP server from scratch.
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taewook486 Skill Microsoft Agent Framework PythonCreate, update, refactor, explain or work with code using the Python version of Microsoft Agent Framework. Use when working with AI agents, workflows, or migrating from Semantic Kernel or AutoGen.
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tankygranny05 Bundle Iterm Multi TaskingCreate iTerm2 multi-pane grids for running parallel agents (gemini, claude, codex, etc.) via Python/AppleScript automation. This skill should be used when the user asks to create iTerm2 pane layouts, run multiple CLI agents in parallel, automate terminal workflows, or send commands to multiple panes. Covers critical gotchas like properly triggering Enter for interactive programs.
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tankygranny05 Bundle Claude Code ArchiverDownload, prettify, and archive @anthropic-ai/claude-code npm packages. Use when user asks to "archive claude code", "download claude code", "get latest claude code", "npm pack claude code", or needs to set up a new Claude Code version in ~/swe/archive with prettified cli.js and git history.
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tankygranny05 Skill Document Skills DOCXComprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. Use when working with Word documents (.docx) for creating, modifying, editing content, working with tracked changes, or adding comments.
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tankygranny05 Skill Document Skills PPTXPresentation creation, editing, and analysis. Use when working with PowerPoint presentations (.pptx) for creating new presentations, modifying or editing content, working with layouts, or adding comments or speaker notes.
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tankygranny05 Skill Update Clickhouse M3uUpdate ClickHouse database on the remote M3 Ultra machine (m3u). Use when user asks to "update clickhouse", "refresh clickhouse data", "sync clickhouse", "update trading data in clickhouse", or needs to push new trading days to the ClickHouse database. Handles SSH connection to m3u:22222 and runs incremental updates for specified date ranges.
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tankygranny05 Skill Thinking Control FlowModify thinking behavior in vscode-shim (auto-expand, enable by default, toggle, conditional display). Use when thinking appears non-streaming or needs UI/default changes.
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tankygranny05 Skill Dump Agent Data For RgTechnical reference for dumping Codex and Claude agent conversations to searchable text files. Command reference, flags, and output format. Used as prerequisite by search-agent-conversation skill.
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tankygranny05 Bundle Tmux Observer FriendlyThis skill should be used when creating or restarting tmux sessions in an observer-friendly way (preserve attached observers by not killing the session), while force-replacing panes/processes and converging to exactly 1 session, 1 window, and 1 pane without affecting other sessions.
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tankygranny05 Bundle Token Cost ComputationCompute token usage totals and costs from Codex CLI and Claude Code SSE JSONL logs. Use when user asks about token consumption, API costs, usage breakdown, billing estimates, or analyzing SSE logs for token metrics.
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tankygranny05 Bundle Test Claude Resume SidTest whether Claude Code --resume preserves the session ID (SID) or creates a new one. This skill should be used when verifying agent session behavior, debugging agent-management systems, or confirming that resuming a session maintains the same SID across multiple processes. Triggers on requests like "test resume sid", "verify session preservation", or "check if resume keeps the same session ID".
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tankygranny05 Skill Codex Extension LoggingDocument how to add directional logging to the Codex extension and shim so the four canonical JSONL streams (extension↔webview and extension↔CLI) are captured consistently and can be compared against Claude logs.
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tankygranny05 Skill Remote Agent Hq StartupDebug and start Agent HQ services (AMS, UI) on remote machines. Use when AMS not responding, port 8041 issues, environment variable errors, vite config failures, or SSE connection lost errors.
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tankygranny05 Skill Claude Code Stream JSONUse Claude Code CLI in stream-json mode for real-time bidirectional JSON communication. Enables agents to pipe JSON messages to Claude and receive streaming JSONL output with full session observability including tool calls, deltas, and results.
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tankygranny05 Skill Db23 Create Day ProjectCreate a new Viber Stock OCR project folder for a new trading day. This skill should be used when the user wants to set up a fresh project folder for processing stock transaction screenshots from a new date. Triggers on requests like "create new day project", "set up folder for 2025-12-25", or "initialize new OCR project from old day".
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tankygranny05 Skill Tmux Enter Key HandlingUse when sending input to tmux sessions, especially interactive TUIs like Claude Code or Codex. The Enter keyword fails silently - must use hex codes.
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trpc-group Skill McporterUse the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, CLI/type generation, and MCP-backed skills that need a durable command path.
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 suede-recommend-next-action, color-palette, retrospective. 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.