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 Prompt Guard 6577+ pattern prompt injection defense with optional API for early-access and premium patterns. Tiered loading, hash cache, 11 SHIELD categories, 10 languages.
7 - tools-only Bundle Second Opinion 3
Runs external LLM code reviews (OpenAI Codex or Google Gemini CLI) on uncommitted changes, branch diffs, or specific commits. Use when the user asks for a second opinion, external review, codex review, gemini review, or mentions /second-opinion.
7 - tools-only Bundle Sf AI Agentscript 11
Agent Script DSL development skill for Salesforce Agentforce. Enables writing deterministic agents in a single .agent file with FSM architecture, instruction resolution, and hybrid reasoning. Covers syntax, debugging, testing, and CLI deployment.
7 - tools-only Bundle Create Great Prompts 2
Write effective prompts for LLM agents — system prompts, workflow instructions, skill files, and agent configurations. Use when creating or improving prompts that agents will execute.
7 - tools-only Bundle Create Skill 3
This skill should be used when the user asks to "create a skill", "make a command", "generate a prompt", "write a slash command", "build a Claude extension", "add a skill to a plugin", "improve skill description", or "write skill frontmatter".
7 - tools-only Bundle Create MCP 2
Create new MCP integration with guided wizard
7 - tools-only Bundle Sf AI Agentscript 12
Agent Script DSL development skill for Salesforce Agentforce. Enables writing deterministic agents in a single .agent file with FSM architecture, instruction resolution, and hybrid reasoning. Covers syntax, debugging, testing, and CLI deployment.
7 - tools-only Bundle Sf AI Agentscript 13
Agent Script DSL development skill for Salesforce Agentforce. Enables writing deterministic agents in a single .agent file with FSM architecture, instruction resolution, and hybrid reasoning. Covers syntax, debugging, testing, and CLI deployment.
7 - tools-only Bundle Sf AI Agentscript 14
Agent Script DSL development skill for Salesforce Agentforce. Enables writing deterministic agents in a single .agent file with FSM architecture, instruction resolution, and hybrid reasoning. Covers syntax, debugging, testing, and CLI deployment.
7 - tools-only Bundle Sf AI Agentscript 15
Agent Script DSL development skill for Salesforce Agentforce. Enables writing deterministic agents in a single .agent file with FSM architecture, instruction resolution, and hybrid reasoning. Covers syntax, debugging, testing, and CLI deployment.
7 - tools-only Bundle Prompt Guard 7
Advanced prompt injection defense system for Clawdbot with HiveFence network integration. Protects against direct/indirect injection attacks in group chats with multi-language detection (10 languages), severity scoring, automatic logging, and configurable security policies. Detects MCP tool abuse, auto-approve exploitation, Unicode Tag injection, browser agent attacks, and 500+ total patterns. Connects to the distributed HiveFence threat intelligence network for collective defense.
7 - tools-only Bundle Bio Phylo Modern Tree Inference 2
Build maximum likelihood phylogenetic trees using IQ-TREE2 and RAxML-ng. Use when inferring publication-quality trees with model selection, ultrafast bootstrap, or partitioned analyses from sequence alignments.
7 - tools-only Bundle Github Operations 5
Handles GitHub issues, pull requests, repositories, Actions, releases, and API tasks using MCP-first workflows with gh CLI fallback for advanced operations.
7 - tools-only Bundle Sf AI Agentscript 16
Agent Script DSL development skill for Salesforce Agentforce. Enables writing deterministic agents in a single .agent file with FSM architecture, instruction resolution, and hybrid reasoning. Covers syntax, debugging, testing, and CLI deployment.
7 - tools-only Bundle Sf AI Agentscript 17
Agent Script DSL development skill for Salesforce Agentforce. Enables writing deterministic agents in a single .agent file with FSM architecture, instruction resolution, and hybrid reasoning. Covers syntax, debugging, testing, and CLI deployment.
7 - tools-only Bundle Find Cbaseplayerpawn Dropactiveplayerweapon And Ccsplaye 3
Find and identify CCSPlayer_ItemServices_DropActivePlayerWeapon and CCSPlayer_ItemServices_RemoveWeapons functions in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or libserver.so to locate the weapon drop call chain: CBasePlayerPawn_DropActivePlayerWeapon (vtable thunk) -> CCSPlayer_ItemServices_DropActivePlayerWeapon -> CCSPlayer_WeaponServices_DropWeapon. Located via "KilledNPC" string xref in the death handler function. Trigger: CBasePlayerPawn_DropActivePlayerWeapon, CCSPlayer_ItemServices_DropActivePlayerWeapon, CCSPlayer_WeaponServices_DropWeapon, DropActivePlayerWeapon, DropWeapon, KilledNPC
7 - tools-only Bundle Find Csource2gameentities Checktransmit And Cchecktransm 4
Find and identify the CSource2GameEntities::CheckTransmit (virtual function) and CCheckTransmitInfo (struct) in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the CSource2GameEntities::CheckTransmit function by searching for the assertion string pattern and analyzing xrefs.
7 - tools-only Bundle Find Ccsplayercontroller Inventoryupdatethink 3
Find and identify the CCSPlayerController_InventoryUpdateThink wrapper function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the InventoryUpdateThink think function wrapper by searching for the think function name string in schema registration and tracing through the schema structure to find the wrapper function pointer.
7 - tools-only Bundle Find Cpointteleport Teleport 3
Find and identify the CPointTeleport_Teleport virtual function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or libserver.so to locate the teleport handler function for point_teleport entities. Triggers: CPointTeleport_Teleport, point_teleport, teleport entity, can't teleport object
7 - tools-only Bundle Find Cspawngroupmgrgamesystem Getspawngroups 2
Find and identify the CSpawnGroupMgrGameSystem_GetSpawnGroups function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the GetSpawnGroups function by searching for known format string references and analyzing cross-references.
7 - tools-only Bundle Find Centityidentity Setentityname 3
Find and identify the CEntityIdentity_SetEntityName function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or libserver.so to locate the SetEntityName function on CEntityIdentity, which sets the targetname of an entity. Triggers: CEntityIdentity_SetEntityName, SetEntityName, entity name, set entity name
7 - tools-only Bundle Find Cbaseentity Emitsoundparams 3
Find and identify the CBaseEntity_EmitSoundParams function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the EmitSoundParams function by searching for the "Stops a named sound playing from this" string, tracing xrefs, and identifying the function via a volume-check code pattern.
7 - tools-only Bundle Find Ccsgamerules Gotointermission 3
Find and identify the CCSGameRules_GoToIntermission function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or libserver.so to locate the GoToIntermission function by searching for the "Going to intermission..." string reference.
7 - tools-only Bundle Find Cbaseentity Precache 3
IDA Pro string analysis and function reverse engineering workflow. Connect to IDA Pro via ida-pro-mcp for binary analysis to locate the CBaseEntity_Precache function. Use cases: (1) Search for specific strings in binary files (2) Find cross-references (xrefs) to strings (3) Decompile functions that reference strings and view pseudocode (4) Locate specific code segments in pseudocode (5) Rename functions and variables to improve readability (6) Analyze function call relationships and data flow Trigger: CBaseEntity_Precache
7 - tools-only Bundle Find Centitysystem Addentityioevent 3
Find and identify the CEntitySystem_AddEntityIOEvent function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the AddEntityIOEvent function by searching for the "_DisableUpdateTarget" string reference and analyzing cross-references to find the function called with "SetPosition" parameter.
7 - tools-only Bundle Create CLI 2
This skill should be used when the user asks to "design a CLI", "help me design command-line flags", "what flags should my tool have", "create a CLI spec", "refactor my CLI interface", "design a CLI my agent can call", or wants to design command-line UX (args/flags/subcommands/help/output/errors/config) before implementation or audit an existing CLI surface for consistency and composability.
7 - tools-only Bundle Us Market Analyst 2
Use this agent when you need comprehensive analysis of US stock market conditions, sentiment assessment, or bubble risk evaluation. This agent deploys market-environment-analysis and us-market-bubble-detector skills to provide holistic market assessment with probabilistic scenario planning.
7 - tools-only Bundle Find Cbaseplayercontroller Respawn 2
Find and identify the CBasePlayerController_Respawn virtual function call in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the Respawn vfunc call by searching for the "GMR_BeginRound" log string, tracing to the CCSGameRules_BeginRound function, and identifying the Respawn vfunc call in the player respawn loop. Trigger: CBasePlayerController_Respawn
7 - tools-only Bundle Find Cbaseentity Emitsoundfilter 4
Find and identify the CBaseEntity_EmitSoundFilter function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or libserver.so to locate the EmitSoundFilter function by searching for the "CT_Water.StepLeft" string reference and analyzing cross-references.
7 - tools-only Bundle Find Cbaseentity Use 2
Find and identify the CBaseEntity_Use virtual function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the Use function. CBaseEntity_Use is a virtual function on CBaseEntity, resolved via vtable offset found in the function that references both "Radio.YouTakeThePoint" and "#Cstrike_TitlesTXT_Game_afk_bomb_drop". Trigger: CBaseEntity_Use, Use
7 - tools-only Bundle Find Ccsplayer Weaponservices Pickupitem And Ccsplayer W 3
Find and identify CCSPlayer_WeaponServices_PickupItem , CCSPlayer_WeaponServices_CanUse and CCSPlayer_WeaponServices_EquipWeapon functions in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the weapon pickup functions. CCSPlayer_WeaponServices_PickupItem is a virtual function on CCSPlayer_WeaponServices found via "Player.PickupGrenadeAudible" string xref. CCSPlayer_WeaponServices_EquipWeapon is called within PickupItem. Trigger: CCSPlayer_WeaponServices_PickupItem, CCSPlayer_WeaponServices_EquipWeapon, PickupItem, EquipWeapon, Player.PickupGrenadeAudible, item_pickup
7 - tools-only Bundle Find Csource2gameentities Checktransmit And Cchecktransm 5
Find and identify the CSource2GameEntities::CheckTransmit (virtual function) and CCheckTransmitInfo (struct) in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the CSource2GameEntities::CheckTransmit function by searching for the assertion string pattern and analyzing xrefs.
7 - tools-only Bundle Find Ccsplayercontroller Changeteam 4
Find and identify the CCSPlayerController_ChangeTeam function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or libserver.so to locate the ChangeTeam function by searching for known debug string references and analyzing cross-references.
7 - tools-only Bundle Find Networkstatechanged 3
Find and identify the NetworkStateChanged function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the NetworkStateChanged function by searching for the "light_capsule" string reference and analyzing cross-references.
7 - tools-only Bundle Find Ccsplayerpawnbase Postthink 3
IDA Pro string analysis and function reverse engineering workflow. Connect to IDA Pro via ida-pro-mcp for binary analysis to locate the CCSPlayerPawnBase_PostThink function. Use cases: (1) Search for specific strings in binary files (2) Find cross-references (xrefs) to strings (3) Decompile functions that reference strings and view pseudocode (4) Locate specific code segments in pseudocode (5) Rename functions and variables to improve readability (6) Analyze function call relationships and data flow Trigger: CCSPlayerPawnBase_PostThink
7 - tools-only Bundle Find G Pgametypes And Igametypes Createworkshopmapgroup 3
Find and identify the g_pGameTypes global variable and IGameTypes_CreateWorkshopMapGroup virtual function call in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the IGameTypes interface pointer by searching for the "mapgroup workshop" string reference and analyzing the virtual function call pattern.
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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 prompt-guard, second-opinion, sf-ai-agentscript. 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.