domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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llm-ai
1

nexus

専門AIエージェントチームを統括するオーケストレーター。要求を分解し、最小のエージェントチェーンを設計し、AUTORUNモードでは各エージェント役を内部実行して最終アウトプットまで自動進行する。

simota
simota
data-ai
open
llm-ai
1

llm-council

Orchestrate multiple LLMs as a council, generating collective intelligence through peer review and chairman synthesis

shuntacurosu
shuntacurosu
data-ai
open
llm-ai
1

red-team-frameworks

Tools and frameworks for AI red teaming including PyRIT, garak, Counterfit, and custom attack automation

pluginagentmarketplace
pluginagentmarketplace
data-ai
open
llm-ai
1

slipstream-finetune

Finetune LLMs to speak Slipstream natively - complete guide with GLM-4-9B

anthony-maio
anthony-maio
data-ai
open
llm-ai
1

orchestrator

AIDA pipeline orchestration with Task tool multi-agent delegation. Manages 5-phase workflow with Leader/Player subagents.

clearclown
clearclown
data-ai
open
machine-learning
1

burn-training

This skill should be used when the user asks about "training loop", "Learner", "metrics", "dataset", "dataloader", "checkpointing", "optimizer", "learning rate scheduler", "custom training", or Burn training workflows.

johnzfitch
johnzfitch
data-ai
open
machine-learning
1

nixtla-timegpt-finetune-lab

Enables TimeGPT model fine-tuning on custom datasets with Nixtla SDK. Guides dataset preparation, job submission, status monitoring, model comparison, and accuracy benchmarking. Activates when user needs TimeGPT fine-tuning, custom model training, domain-specific optimization, or zero-shot vs fine-tuned comparison.

intent-solutions-io
intent-solutions-io
data-ai
open
llm-ai
1

agent-runtime-overview

This skill should be used when the user asks "what is agent-runtime", "why use agent-runtime", "what does this repo do", "agent runtime architecture", "how does agent-runtime work", or needs to understand the purpose, value proposition, and high-level architecture of the @hhopkins/agent-runtime monorepo.

hhopkins95
hhopkins95
data-ai
open
llm-ai
1

skill-creator

Creates new AI agent skills following the Agent Skills spec. Trigger: When user asks to create a new skill, add agent instructions, or document patterns for AI.

Technical-Solutions-Ensenada
Technical-Solutions-Ensenada
data-ai
open
llm-ai
1

questions

Generate 20 fun League of Legends trivia questions based on player data. Use when creating entertaining French questions about LoL performance, champions, and player stats.

Wayem
Wayem
data-ai
open
llm-ai
1

skill-creation

SOP for creating new Claude Code skills. Use when adding a new skill to any project or globally.

ArtyMcLabin
ArtyMcLabin
data-ai
open
llm-ai
1

summoning-the-user

Use when an agent encounters a blocking decision or when proceeding without user input could lead to wasted work - helps Claude determine when to block and request user input versus making reasonable assumptions

britt
britt
data-ai
open
llm-ai
1

external-consensus

Synthesize consensus implementation plan from multi-agent debate reports using external AI review

MAdrid1011
MAdrid1011
data-ai
open
llm-ai
1

authoring-skills

创建新的 Agent Skill 或优化现有 Skill。当用户需要编写 SKILL.md、审查 Skill 质量、改进 Skill 结构、或学习 Skill 最佳实践时使用。根据官方创作指南自动生成符合规范的 Skill 文件。

leochanai
leochanai
data-ai
open
llm-ai
1

gemini-imagegen

Generate AI images using Google Gemini via OpenRouter. Use when the user wants to create images, generate pictures, make AI art, edit images, or transform photos. Supports both text-to-image and image-to-image generation.

fltman
fltman
data-ai
open
llm-ai
1

synapse-result-schemas

Explains result schema classes for Synapse plugin actions. Use when the user mentions "TrainResult", "InferenceResult", "ExportResult", "UploadResult", "WeightsResult", "MetricsResult", "result_model", "result schema", or needs help with action return type validation.

datamaker-kr
datamaker-kr
data-ai
open
llm-ai
1

skill-creator

高效skill创建指南。当用户希望创建新的skill(或更新现有skill),以通过专业知识、特定工作流或工具集成来扩展 Claude 的能力时,应使用此项技能。

huminglong
huminglong
data-ai
open
llm-ai
1

conversation-reader

Extract and read Claude conversation JSONL files with composable filters (discovery: rubber-duck). Evaluate at rubber-duck or at any point in the sesssion when task requires reading conversation history, verifying tool outputs, or auditing session behavior. Use instead of raw Read/grep on ~/.claude/projects/*.jsonl files.

MariusWilsch
MariusWilsch
data-ai
open
llm-ai
1

self-learning

Self-learning capability for agents. Captures execution traces, extracts insights, and adapts agent behavior. Use after completing complex tasks, when agents encounter recurring issues, or to optimize workflows over time. Critical for multi-agent systems like orchestrator, worker, and reviewer.

gotar
gotar
data-ai
open
machine-learning
1

nixtla-timegpt2-migrator

Analyze and transform code for TimeGPT-1 to TimeGPT-2 migration. Use when upgrading TimeGPT version. Trigger with 'migrate to TimeGPT-2' or 'upgrade TimeGPT'.

intent-solutions-io
intent-solutions-io
data-ai
open
llm-ai
1

teacher-team

Educational AI system with personalized learning, curriculum design, and adaptive mentorship

frankxai
frankxai
data-ai
open
llm-ai
1

julien-cmd-claude-json-cleanup

Clean up oversized ~/.claude.json file to prevent token limit errors. Use when Read tool fails with 'exceeds maximum allowed tokens' or to maintain Claude config performance.

theflysurfer
theflysurfer
data-ai
open
machine-learning
1

ai-engineer-expert

Expert-level AI implementation, deployment, LLM integration, and production AI systems

personamanagmentlayer
personamanagmentlayer
data-ai
open
llm-ai
1

rag-auditor

Produzir auditoria de colapso semantico em RAG, taxonomia hierarquica e schema de Graph-RAG para sistemas de recuperacao. Usar quando o usuario pede diagnostico de alucinacao/queda de precisao em vector stores, arquitetura RAG hierarquica ou grafo de conhecimento.

prof-ramos
prof-ramos
data-ai
open
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