domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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llm-ai
1

lima-sandbox-testing

Run Claude Code integration tests in isolated Lima VM sandboxes. Use for E2E testing, hook validation, session survival tests, and any scenario requiring isolated Claude execution.

hgeldenhuys
hgeldenhuys
data-ai
open
llm-ai
1

maternal-chat-helper

Auxilia desenvolvimento do chat NathIA no projeto Nossa Maternidade. Conhece a arquitetura de agentes IA (MaternalChatAgent, EmotionAnalysisAgent), MCP servers (Supabase, GoogleAI, OpenAI, Anthropic), e prompts. Use ao trabalhar com chat, agentes IA, ou integracao Gemini.

LionGab
LionGab
data-ai
open
llm-ai
1

using-superpowers

Core skill activation protocol - establishes mandatory workflows for finding and applying skills before any task

a-ariff
a-ariff
data-ai
open
machine-learning
1

training-data

Training data management including labeling strategies, data augmentation, handling imbalanced data, and data splitting best practices.

doanchienthangdev
doanchienthangdev
data-ai
open
llm-ai
1

agent-memory

Implement agent memory - short-term, long-term, semantic storage, and retrieval

pluginagentmarketplace
pluginagentmarketplace
data-ai
open
llm-ai
1

memory-systems

Agent memory architecture including working, short-term, long-term, and temporal knowledge graphs.

5dlabs
5dlabs
data-ai
open
llm-ai
1

adhering-execution-standard

Defines behavioral standards for autonomous agents and enforces Uninterrupted Flow, Self-Verification, Auth-Gates, and Handoff protocols. PROACTIVELY Use when defining behavioral standards for autonomous agents or enforcing protocols. Internal-only reference for agent behavior.

Git-Fg
Git-Fg
data-ai
open
llm-ai
1

three-layer-agent-stack

Use when building AI-powered products or agents, when raw model intelligence isn't enough to solve user problems, or when designing the architecture for agentic workflows

Coowoolf
Coowoolf
data-ai
open
llm-ai
1

vulnerability-discovery

Systematic vulnerability finding, threat modeling, and attack surface analysis for AI/LLM security assessments

pluginagentmarketplace
pluginagentmarketplace
data-ai
open
llm-ai
1

session-processor

Orchestrate end-to-end processing of D&D session videos from upload through knowledge extraction. Use when the user wants a complete automated workflow to process a new session recording.

Gambitnl
Gambitnl
data-ai
open
llm-ai
1

streaming

Server-Sent Events (SSE) streaming for Claude API with support for text, tool use, and extended thinking. Activate for real-time responses, stream handling, and progressive output.

Lobbi-Docs
Lobbi-Docs
data-ai
open
llm-ai
1

skill-agent-design

GitHub Copilot Skill 與 Agent 設計指導技能,協助開發者設計與實作高品質的 Skill 和 Agent,包含架構設計、最佳實踐、工作流程規劃與常見反模式識別。

yaochangyu
yaochangyu
data-ai
open
llm-ai
1

skill-io-creator

Create skills using the agentskills.io framework with init, validate, and package scripts. Use when users want to create distributable .skill packages, use the init_skill.py scaffolding, or follow the agentskills.io workflow with scripts, references, and assets directories.

arbgjr
arbgjr
data-ai
open
llm-ai
1

dispatching-parallel-agents

Use when facing 3+ independent tasks that can be completed without shared state or dependencies - dispatches multiple agents to work concurrently on summarization, investigation, implementation, or analysis

SkogAI
SkogAI
data-ai
open
llm-ai
1

mcp-builder

指南:创建高质量的 MCP(模型上下文协议)服务器,使 LLM 能够通过精心设计的工具与外部服务交互。在构建 MCP 服务器以集成外部 API 或服务时使用,无论是 Python(FastMCP)还是 Node/TypeScript(MCP SDK)。

evanfang0054
evanfang0054
data-ai
open
llm-ai
1

errors

Error Handling skill for the ikigai project

mgreenly
mgreenly
data-ai
open
llm-ai
1

skill-creator

Create and scaffold new agent skills with proper structure, validation, and spec compliance. Use when building new skills from scratch.

tnez
tnez
data-ai
open
llm-ai
1

lang-cypher-dev

Foundational Cypher (Neo4j) patterns covering graph pattern matching, MATCH/CREATE/MERGE/DELETE operations, relationships, path patterns, aggregation, filtering, and common graph query patterns. Use when writing Cypher queries, modeling graph data, or needing guidance on graph database operations. This is the entry point for Cypher development.

aRustyDev
aRustyDev
data-ai
open
machine-learning
1

ml-deployment

Deploy ML models to production - APIs, containerization, monitoring, and MLOps

pluginagentmarketplace
pluginagentmarketplace
data-ai
open
llm-ai
1

layer-05-tech

Expert knowledge for Technology Layer modeling in Documentation Robotics

tinkermonkey
tinkermonkey
data-ai
open
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