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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tools-only Bundle 2654 198 Dr Sops 03 MCP Reliability 1116643eMCP Server Reliability & Production Readiness
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tools-only Bundle 2938 Dependencies And LLM Providers Df680c4cDependencies and LLM Providers
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tools-only Bundle 3001 2026 02 22 Fp Dev Issue Tracker Ccaba095Resource Evaluation: fp.dev — Agent-Native Issue Tracking
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tools-only Bundle 2602 Finchbot Flexible AI Agent Framework 4e01f93f<div align="center">
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tools-only Bundle 1033 All File Types Embedding Token Tracking Fix Cb74726aAll File Types Embedding Token Tracking Fix
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tools-only Bundle 1706 2026 02 07 19 30 00 Agent Response Highlighting Ed75b47Research -- Text Selection Broken on Agent Response Panels
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tools-only Bundle 552 2026 01 26 16 41 59 Research Subagent Deletion 1dc75373Research - Research Sub-Agent Feature Deletion
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tools-only Bundle Meta Process Capture Expert Panel Dataset BuilderDocument the multi-agent expert panel methodology as a reusable system for building datasets that inform skills and systems. The process — assign framework experts to repositories, ask structured questions, cross-examine, synthesize, map to requirements, validate — produced high-quality sourced findings. Capture this as a repeatable pattern. **Key elements to document**: - Expert assignment protocol (one agent per source repo, source-code-only evidence standard) - Question group design (themed questions → cross-examination → synthesis) - Cross-examination as adversarial validation (experts challenge each other's claims) - Phased output (discussion → requirement mapping → synthesis → validation) - Traceability chain (claim → expert citation → file:line evidence) - Session continuity handling (state file enables cross-session resumption) **Input artifacts**: `plugins/plugin-creator/skills/assessor/references/ARL/ARL-agent-instructions.md`, `qa-expert-panel.md`
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tools-only Bundle 2915 Claude Code Agent Teams Implementation Plan D74898b1ZERG + Claude Code Agent Teams: Implementation Analysis
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tools-only Bundle 2230 Compound Engineering Supermemory Integration Fae26a48Integrating Compound Engineering + Supermemory into the Halt Agent Harness
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tools-only Bundle MCP Tool YAML ConfigMCP Tool YAML Configuration Implementation
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tools-only Bundle 1035 Revenue Variance Analysis Rva Agent Instructions 0394d0Revenue Variance Analysis (RVA) Agent Instructions
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tools-only Bundle Configurable MCP Argument ExclusionConfigurable MCP Tool Argument Exclusion
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tools-only Bundle 2937 9skills With The Claude Agent Sdkclaude Agent Sdk D245e第九课:使用 Claude Agent SDK 构建实战级研究智能体
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tools-only Bundle 1201 Instrumental Interaction An Interaction Model For DesigInstrumental Interaction: An Interaction Model for Designing Post-WIMP User Interfaces
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tools-only Bundle 2500 2026 02 20 System Prompt Tooling Refresh 3e8dd37eSummary
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tools-only Bundle 383 Fix 251230 1954 MCP Management CLI B3e1e804Fix Report: MCP Management CLI Errors
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tools-only Bundle 2036 LLM Apis Remove Unwanted Text From LLM Stream C1a60822**Developer Guide: LLM Response Cleaning and Formatting**
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tools-only Bundle 495 2026 01 26 17 11 28 Single Md Prompt Migration Ad0c46beGoal
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tools-only Bundle 507 2026 01 26 17 08 03 Single Md Prompt Migration E938b89cResearch - Single MD Prompt Migration
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tools-only Bundle 2655 2026 02 19 Linkedin Context Engineering Augment 53eae15Evaluation: LinkedIn Post — "Prompt Engineering is dead. Context Engineering is king."
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tools-only Bundle 2921 Smr Sdk MCP Control Proposal 2026 02 19 D3b17850SMR SDK + MCP Control Proposal (2026-02-19)
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tools-only Bundle 2962 Smr Sdk MCP Control Proposal 2026 02 19 E535a98cSMR SDK + MCP Control Proposal (2026-02-19)
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tools-only Bundle 2375 2026 02 09 11 28 57 Dev Install Tinyagent Setup 88a5ba2Research – Dev Install Script tiny-agent-os PyPI Package Setup
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tools-only Bundle 2493 2026 02 20 Disable Agent Text Streaming Default A965257Disable live agent text streaming by default and enable thoughts panel by default
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tools-only Bundle 1777 Image Generation Model Compatibility Fix 951565cdImage Generation Model Compatibility Fix
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mjmirza Skill App Store ComplianceRun an enterprise pre submission compliance audit on a mobile app project before uploading to the Apple App Store or Google Play. Use when the user is about to submit, ship, or release an iOS or Android app, when an app was rejected and needs a fix plan, when reviewing App Store Review Guidelines or Google Play policy compliance, or when the user mentions App Store rejection, Play Console rejection, Resolution Center, Data Safety form, privacy nutrition labels, account deletion requirement, in app purchase rules, or app review.
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hlnd2t Skill Find Onservervoicedata Isplayingdemo CalleeGenerate the Windows-only OnServerVoiceData_IsPlayingDemo_Callee patch YAML from IVEngineClient2_IsPlayingDemo.windows.yaml using a deterministic preprocessor script. Use when locating the IVEngineClient2::IsPlayingDemo indirect call inside C_ServerVoiceHandler::OnServerVoiceData without LLM decompilation. Trigger: OnServerVoiceData IsPlayingDemo callee, voice demo call patch, IsPlayingDemo callsite
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hlnd2t Skill Find Cbaseentity Getchangeaccessorpathinfo 1Find and identify the CBaseEntity_GetChangeAccessorPathInfo_1 virtual function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or libserver.so to locate the second GetChangeAccessorPathInfo override by scanning CBaseEntity vtable slots near the known CBaseEntity_GetChangeAccessorPathInfo_2 slot for an implementation identical to CBaseEntity_GetChangeAccessorPathInfo_2. Trigger: CBaseEntity_GetChangeAccessorPathInfo_1
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hlnd2t Skill Find Cnetworkgameserverbase GetchallengetypeAgent fallback for the find-CNetworkGameServerBase_GetChallengeType preprocessor. Locates the CNetworkGameServerBase_GetChallengeType virtual function in CS2 engine2.dll / libengine2.so by decompiling its caller CNetworkGameServerBase_ReplyChallenge and reading the first virtual dispatch made on the server this-pointer. Use this skill only when the deterministic/LLM preprocessor (ida_preprocessor_scripts/find-CNetworkGameServerBase_GetChallengeType.py) could not resolve the vfunc — for example when the LLM_DECOMPILE step failed with a transient API error. Trigger: CNetworkGameServerBase_GetChallengeType
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hlnd2t Skill Find Inetworkserverservice GetserverserializerscrcFinal-guarantee fallback for the find-INetworkServerService_GetServerSerializersCRC preprocessor. Recovers INetworkServerService::GetServerSerializersCRC (a virtual function of the CNetworkServerService vtable) in CS2 engine2.dll / libengine2.so by decompiling its known predecessor CNetworkGameServer_WriteClassInfosAndSerializesToBuffer and identifying the virtual call on g_pNetworkServerService. Use this skill only when the deterministic/LLM preprocessor (ida_preprocessor_scripts/find-INetworkServerService_GetServerSerializersCRC.py) could not resolve the target. Trigger: INetworkServerService_GetServerSerializersCRC
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hlnd2t Skill Find Cnetworkgameserverbase Checktimeouts DecompilesAgent fallback for the find-CNetworkGameServerBase_CheckTimeouts-decompiles preprocessor. Locates the CNetworkGameServerBase_IsHLTV virtual function in CS2 engine2.dll / libengine2.so by decompiling its caller CNetworkGameServerBase_CheckTimeouts and reading the virtual dispatch made on the server this-pointer that gates the server-decided-timeout path. Use this skill only when the deterministic/LLM preprocessor (ida_preprocessor_scripts/find-CNetworkGameServerBase_CheckTimeouts-decompiles.py) could not resolve the vfunc — for example when the LLM_DECOMPILE step failed with a transient API error. Trigger: CNetworkGameServerBase_IsHLTV
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hlnd2t Skill Find Ccsplayer Movementservices Fullwalkmove SpeedclampFind and identify the velocity clamping branch inside CCSPlayer_MovementServices_FullWalkMove in CS2 binary using IDA Pro MCP, then generate a patch signature to disable it. Use this skill when reverse engineering CS2 server.dll or libserver.so to locate and patch the speed-clamp if-branch that caps player velocity to maxspeed inside FullWalkMove. Trigger: FullWalkMove speed clamp, velocity clamping patch, FullWalkMove SpeedClamp, disable maxspeed clamp
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hlnd2t Skill Find Cnetworkmessages GetnetworkserializationcontextdataFind and identify the CNetworkMessages_GetNetworkSerializationContextData virtual function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 networksystem.dll or libnetworksystem.so to locate the getter vfunc by reusing the known CNetworkMessages_SetNetworkSerializationContextData slot and checking the adjacent CNetworkMessages vtable entry. Trigger: CNetworkMessages_GetNetworkSerializationContextData
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hlnd2t Skill Find Ccsplayer Movementservices Checkjumpbutton WaterpatchFind and patch the water jump velocity inside CCSPlayer_MovementServices_CheckJumpButton in CS2 binary using IDA Pro MCP. This patch changes the water jump velocity from 100.0f to 145.0f by modifying the immediate operand of a mov instruction. Use this skill when reverse engineering CS2 server.dll or libserver.so to locate and patch the water jump height value. Trigger: water jump patch, CheckJumpButton water velocity, jump height patch, water jump 145
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nvidia Bundle Doc SyncAudit and update TensorRT-Model-Connect documentation when code, public APIs, family ownership, commands, or model support have changed.
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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 2654-198-dr-sops-03-mcp-reliability_1116643e, 2938-dependencies-and-llm-providers_df680c4c, 3001-2026-02-22-fp-dev-issue-tracker_ccaba095. 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.