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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v1truv1us-ai-eng-system Skill Incentive PromptingResearch-backed prompting techniques for improved AI response quality (+45-115% improvement). Use when optimizing prompts, enhancing agent instructions, or when maximum response quality is critical. Invoked by /ai-eng/optimize command. Includes expert persona, stakes language, step-by-step reasoning, challenge framing, and self-evaluation techniques.
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grtninja Bundle ProseOpenProse VM skill pack. Activate on any `prose` command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.
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faberlens Bundle PDF Extract HardenedExtract text from PDF files for LLM processing
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faberlens Bundle Agent Memory HardenedPersistent memory system for AI agents — remember facts, learn from experience, and track entities across sessions.
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grtninja Bundle OracleBest practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
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grtninja Bundle ClawhubUse the ClawHub CLI to search, install, update, and publish agent skills from clawhub.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 clawhub CLI.
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faberlens Bundle Coding Agent HardenedRun Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.
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faberlens Bundle Local Whisper HardenedLocal speech-to-text using OpenAI Whisper. Runs fully offline after model download. High quality transcription with multiple model sizes.
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faberlens Bundle Medical Terms HardenedExtracts medical entities (Diseases, Medications, Procedures) from unstructured clinical text using regex and simple rules (or LLM wrappers).
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faberlens Bundle Skill Scanner HardenedScan Clawdbot and MCP skills for malware, spyware, crypto-miners, and malicious code patterns before you install them. Security audit tool that detects data exfiltration, system modification attempts, backdoors, and obfuscation techniques.
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grtninja Bundle McporterUse the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.
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grtninja Bundle Gh IssuesFetch GitHub issues, spawn sub-agents to implement fixes and open PRs, then monitor and address PR review comments. Usage: /gh-issues [owner/repo] [--label bug] [--limit 5] [--milestone v1.0] [--assignee @me] [--fork user/repo] [--watch] [--interval 5] [--reviews-only] [--cron] [--dry-run] [--model glm-5] [--notify-channel -1002381931352]
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grtninja Bundle White HatRun a defender-first security sweep on code, configs, prompts, model/tooling surfaces, or third-party contribution lanes. Use when a request involves safe bug, leak, zero-day-class, exploit, or hack hunting for protection, when contributing to outside repositories and you want a focused security pass, or when touching auth, secrets, permissions, network exposure, prompt/tool boundaries, data flow, or update/build surfaces. This skill is defensive only and must never be used for weaponization or unauthorized access.
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grtninja Bundle Acp RouterRoute plain-language requests for Pi, Claude Code, Codex, OpenCode, Gemini CLI, or ACP harness work into either OpenClaw ACP runtime sessions or direct acpx-driven sessions ("telephone game" flow). For coding-agent thread requests, read this skill first, then use only `sessions_spawn` for thread creation.
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faberlens Bundle Healthcare MCP HardenedProvides comprehensive tools for working with Electronic Health Records (EHR) using the HL7 FHIR standard.
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grtninja Bundle Model UsageSummarize per-model usage cost from local CodexBar cost JSON. Use when you need current-model or all-model cost breakdowns for Codex or Claude usage.
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grtninja Bundle Coding AgentDelegate coding tasks to Codex, Claude Code, or Pi agents via background process for feature builds, PR reviews, large refactors, and iterative implementation. Avoid trivial edits, read-only tasks, ACP thread harness requests, or ~/clawd workspace. Claude Code uses --print --permission-mode bypassPermissions (no PTY). Codex/Pi/OpenCode require pty:true.
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grtninja Bundle Usage WatcherReduce paid credit spend and rate-limit risk with deterministic usage analysis and budget guardrails. Use when planning high-volume agent work, reviewing recent burn, or setting lean/standard/surge operating caps.
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faberlens Bundle Github AI Trends HardenedGenerate GitHub AI trending project reports as formatted text leaderboards. Fetches top-starred AI/ML/LLM repos by daily, weekly, or monthly period and renders a styled leaderboard. Use when the user asks for AI project trends, GitHub trending, AI leaderboard, or wants to see popular AI repos.
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faberlens Bundle Servicenow Agent HardenedRead-only CLI access to ServiceNow Table, Attachment, Aggregate, and Service Catalog APIs; includes schema inspection and history retrieval (read-only).
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grtninja Bundle Repo B Hardware FirstEnforce hardware-first diagnosis and fixes in <PRIVATE_REPO_B>. Use for runtime probe, telemetry, inference, and integration failures where strict real-hardware behavior, no new stubs, deterministic diagnostics, and no unrequested driver/runtime mutation are required.
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faberlens Bundle Voice Transcribe HardenedTranscribe audio files using OpenAI's gpt-4o-mini-transcribe model with vocabulary hints and text replacements. Requires uv (https://docs.astral.sh/uv/).
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faberlens Bundle Memory Systems HardenedGuides implementation of agent memory systems, compares production frameworks (Mem0, Zep/Graphiti, Letta, LangMem, Cognee), and designs persistence architectures for cross-session knowledge retention. Use when the user asks to "implement agent memory", "persist state across sessions", "build knowledge graph for agents", "track entities over time", "add long-term memory", "choose a memory framework", or mentions temporal knowledge graphs, vector stores, entity memory, adaptive memory, dynamic memory or memory benchmarks (LoCoMo, LongMemEval).
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faberlens Bundle Agentic Workflow Automation HardenedGenerate reusable multi-step agent workflow blueprints. Use for trigger/action orchestration, deterministic workflow definitions, and automation handoff artifacts.
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darthlinuxer Bundle DOCXComprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When LLM needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks
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darthlinuxer Skill GeminiGlobal behavior rules for the workspace.
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darthlinuxer Skill ResearchUse when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.
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darthlinuxer Skill Clean CodePragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments
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darthlinuxer Bundle App BuilderMain application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.
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darthlinuxer Skill Parallel AgentsMulti-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.
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peterbamuhigire Bundle AI Agent Sla And Customer CommitmentsUse when defining agent SLAs, customer commitments, SLA dashboards, credits, support promises, and service evidence for agentic AI products.
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darthlinuxer Skill Systematic Debugging4-phase systematic debugging methodology with root cause analysis and evidence-based verification. Use when debugging complex issues.
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darthlinuxer Skill Intelligent RoutingAutomatic agent selection and intelligent task routing. Analyzes user requests and automatically selects the best specialist agent(s) without requiring explicit user mentions.
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darthlinuxer Skill Deployment ProceduresProduction deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.
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darthlinuxer Skill Nodejs Best PracticesNode.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.
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darthlinuxer Bundle Performance ProfilingPerformance profiling principles. Measurement, analysis, and optimization techniques.
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 pdf-extract-hardened, healthcare-mcp-hardened, servicenow-agent-hardened. 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.