domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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llm-ai
0

ct-debug-skill

Debug and troubleshoot claude-threads, orchestrator, and agent issues

martin-janci
martin-janci
data-ai
open
llm-ai
0

managing-cross-repository-configuration

Use when user asks where to put configuration, skills, or learnings, or discusses sharing config across projects. Provides decision criteria for the three-tier architecture (global ~/.claude, plugin, project-local .claude) to prevent duplication and ensure reusability. Invoke before creating new skills or configuration to determine the correct tier and location.

bbrowning
bbrowning
data-ai
open
llm-ai
0

arch-analysis

Analyze LangGraph application architecture, identify bottlenecks, and propose multiple improvement strategies

hiroshi75
hiroshi75
data-ai
open
llm-ai
0

metaskill-grouping

Create skill groups (multiple related skills packaged as a plugin). Use when creating plugins, organizing multiple related skills, building skill families, packaging tools together, or when user mentions "plugin", "multiple skills", "related skills", "skill group", "skill family", "organize skills", "cross-reference", "package skills", "shared agents". ALWAYS consider this pattern when someone asks to "create a skill" - they often need a skill GROUP packaged as a plugin.

gigaverse-app
gigaverse-app
data-ai
open
llm-ai
0

cortex-skill-writer

Generate Claude Skills using Cortex Architecture pattern. Factors skills into Orchestrator (manifest), Protocols (logic), and Standards (presentation) for attention isolation and modularity. Use when creating new Claude Skills or refactoring monolithic skill.md files.

adamsonwalter
adamsonwalter
data-ai
open
llm-ai
0

brand-voice

Brand consistency evaluation and voice alignment guidelines

uukuguy
uukuguy
data-ai
open
llm-ai
0

ai-integration

Use when integrating LLMs (OpenAI, Qwen, Claude), extracting structured data from text, building prompts, parsing AI responses, handling JSON output, or implementing multi-step AI workflows

aixier
aixier
data-ai
open
llm-ai
0

settings-maintenance

Audit and improve Claude Code configuration. Use when user asks to 'check settings', 'audit config', 'fix settings', 'update claude config', or mentions settings.json issues.

ali
ali
data-ai
open
llm-ai
0

claude-hook-development

Create event-driven hooks for Claude Code plugins (PreToolUse, PostToolUse, Stop, SessionStart, etc.). WHEN: MUST use when creating Claude Code hooks. Invoke with "/claude-hook-development" or "create a hook", "new PreToolUse hook", "write PostToolUse handler". WHEN NOT: Creating agents (use claude-agent-creator), writing hookify rules (use claude-hookify-rules).

LounisBou
LounisBou
data-ai
open
llm-ai
0

mas-decision-gate

This skill should be used when the user asks "should I use multi-agent", "MAS vs single agent", "when to use multiple agents", "do I need multi-agent", "single agent or multi-agent", "simplicity test", "agent necessary", "could this be a script", or is deciding whether a task requires multiple agents. Provides evidence-based decision criteria including simplicity testing.

MarkusDegen
MarkusDegen
data-ai
open
llm-ai
0

ollama

Ollama LLM inference server management via Podman Quadlet. Single-instance design with GPU acceleration for running local LLMs. Use when users need to configure Ollama, pull models, run inference, or manage the Ollama server.

atrawog
atrawog
data-ai
open
llm-ai
0

using-skills

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

ceshine
ceshine
data-ai
open
llm-ai
0

aieo

AI Engine Optimization(AIEO)に最適化されたコンテンツを生成・リファクタ。AI Overviews、ChatGPT、Geminiに引用・要約されやすい構造で執筆する。

takish
takish
data-ai
open
llm-ai
0

transformers

Transformer architecture fundamentals. Covers self-attention mechanism, multi-head attention, feed-forward networks, layer normalization, and residual connections. Essential concepts for understanding LLMs.

atrawog
atrawog
data-ai
open
llm-ai
0

task-distributor

Expert in load balancing and dynamic task allocation for multi-agent systems. Specializes in optimal routing based on agent capability, availability, and cost (Token Economics).

404kidwiz
404kidwiz
data-ai
open
llm-ai
0

update-skill

Update an existing skill based on troubleshooting or improvements discovered during usage. Use when user asks to "update a skill", "improve the skill", "fix the skill instructions", or after resolving issues with a skill execution.

asnar00
asnar00
data-ai
open
llm-ai
0

agent-creator

Expert guidance for creating effective Claude Code agents (subagents). Use when users want to create a new agent, update an existing agent, or learn agent design best practices. Covers agent architecture, prompt engineering, tool selection, model choice, and common pitfalls. Integrates with skill-creator when agent needs accompanying skills.

agdev
agdev
data-ai
open
llm-ai
0

local-dev

Run the Claude Assistant Platform locally for development. Use when starting local development, running services locally, testing locally, or when user says "run locally", "start dev", "local setup", "dev environment", or "run the stack".

baglett
baglett
data-ai
open
llm-ai
0

streamable-http-mcp-server

Creates and configures Streamable HTTP Model Context Protocol (MCP) server connections for OpenAI Agents SDK

syeda-hoorain-ali
syeda-hoorain-ali
data-ai
open
llm-ai
0

agnoagi-agents

Expert guidance for building AI agents with Agno framework, including multi-agent systems, reasoning agents, tools integration, memory, knowledge, and production deployment

Jony2176-cloud
Jony2176-cloud
data-ai
open
llm-ai
0

subagent-coordinator

Coordinate all subagents in the Physical AI & Humanoid Robotics textbook project. Assign tasks, validate outputs, and track progress to determine eligibility for extra points and reusable intelligence.

Syed-Hamza-Ali-8
Syed-Hamza-Ali-8
data-ai
open
llm-aimarketplace
0

ref-toon-format

TOON format knowledge and usage patterns for agent communication and memory persistence in plan-marshall marketplace

cuioss
cuioss
data-ai
open
llm-ai
0

think-router

Unified router for reasoning, research, and analysis tasks. Consolidates reasoning-router + research-router + analysis-router.

Zpankz
Zpankz
data-ai
open
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