domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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llm-ai
1

robotics-code-generator

Generates clean, runnable ROS 2, Gazebo, Isaac Sim, and VLA code for humanoid robotics

HumaizaNaz
HumaizaNaz
data-ai
open
llm-ai
1

aegis-escalation-cascade

Tier escalation and human override cascade protocol for AI-to-Human governance bridge.

starwreckntx
starwreckntx
data-ai
open
machine-learning
1

model

Algorithm/model development and fine-tuning skill. Use for tasks like dataset design/cleaning, supervised fine-tuning (SFT), preference optimization (DPO/RLHF concepts), LoRA/QLoRA, training configs, evaluation (offline/online), safety checks, deployment packaging, and cost/performance trade-offs.

muzhicaomingwang
muzhicaomingwang
data-ai
open
llm-ai
1

skill-creator

Create new Agent Skills with the proper directory structure and SKILL.md format. Use when the user wants to create a new skill or learn how to make one.

Itarizum-dev
Itarizum-dev
data-ai
open
llm-ai
1

context-degradation

Recognize and mitigate context failures including lost-in-middle, context poisoning, distraction, confusion, and clash.

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

coding-prompt-optimizer

コーディング用プロンプトを最適化・添削するスキル。 以下の状況で使用: (1) ユーザーが「このプロンプトを改善して」「プロンプトを最適化して」と依頼した時 (2) ユーザーが明示的に「/coding-prompt-optimizer」を実行した時 (3) AI向けプロンプトの品質改善を求められた時

goldeneggg
goldeneggg
data-ai
open
machine-learning
1

context-engineering

Elite context engineering specialist for AI agents - token optimization, degradation patterns, compression, memory systems, multi-agent coordination, vector databases, knowledge graphs, RAG systems, and enterprise context management. Use PROACTIVELY for complex AI orchestration, agent design, debugging context failures, or building LLM pipelines.

thienchi2109
thienchi2109
data-ai
open
machine-learning
1

ai-engineering

Building production AI applications with Foundation Models. Covers prompt engineering, RAG, agents, finetuning, evaluation, and deployment. Use when working with LLMs, building AI features, or architecting AI systems.

doanchienthangdev
doanchienthangdev
data-ai
open
machine-learning
1

finetuning

Finetuning Foundation Models - when to finetune, LoRA, QLoRA, PEFT techniques, memory optimization, model merging. Use when adapting models to specific domains, reducing costs, or improving performance.

doanchienthangdev
doanchienthangdev
data-ai
open
llm-ai
1

image-prompt-engineering

Craft effective prompts for Gemini image generation - MUST READ before any generate_image call

chufeng-huang-sipaway
chufeng-huang-sipaway
data-ai
open
llm-ai
1

prioritize-subagent

智能决策何时使用 subagent 处理复杂任务。代码探索、架构理解、复杂搜索时优先使用 Task 工具启动专门 subagent。使用当请求 '理解代码库'、'分析架构'、'探索代码'、'搜索所有' 或 '重构' 时。

zouxingyuks
zouxingyuks
data-ai
open
llm-ai
1

skill-creator

Guide for creating or updating Agent Skills using the standardized SKILL.md specification, including naming rules, optional frontmatter fields, validation, packaging, and best practices for structuring scripts, references, and assets.

antoniolg
antoniolg
data-ai
open
llm-ai
1

helix-memory

Long-term memory system for Claude Code using HelixDB graph-vector database. Store and retrieve facts, preferences, context, and relationships across sessions using semantic search, reasoning chains, and time-window filtering.

MarcinDudekDev
MarcinDudekDev
data-ai
open
llm-ai
1

helix-memory

Long-term memory system for Claude Code using HelixDB graph-vector database. Store and retrieve facts, preferences, context, and relationships across sessions using semantic search, reasoning chains, and time-window filtering.

MarcinDudekDev
MarcinDudekDev
data-ai
open
llm-ai
1

rtc-consensus-synthesis

Execute the Recursive Thought Committee (RTC) protocol by generating and harmonizing inputs from 5 specialized cognitive personas.

starwreckntx
starwreckntx
data-ai
open
llm-ai
1

distributed-gummy

Orchestrate gummy-agents across distributed network using 'd' command for load-balanced, multi-host AI development

Human-Frontier-Labs-Inc
Human-Frontier-Labs-Inc
data-ai
open
llm-ai
1

input-output-guardrails

Implementing safety filters, content moderation, and guardrails for AI system inputs and outputs

pluginagentmarketplace
pluginagentmarketplace
data-ai
open
llm-ai
1

setup-ralph

Setup the Ralph autonomous AI coding loop - ships features while you sleep

twikus
twikus
data-ai
open
llm-ai
1

example-minimal-skill

This skill should be used when the user asks to "do something simple", "perform basic task", or needs minimal guidance. Demonstrates the simplest possible skill structure.

helmecke
helmecke
data-ai
open
llm-ai
1

context-optimization

Apply optimization techniques to extend effective context capacity. Use when context limits constrain agent performance, optimizing for cost or latency, implementing long-running agent systems, agents exhaust memory, or when designing conversation summarization strategies.

aRustyDev
aRustyDev
data-ai
open
llm-ai
1

langgraph-patterns-expert

Build production-grade agentic workflows with LangGraph using graph-based orchestration, state machines, human-in-the-loop, and advanced control flow

frankxai
frankxai
data-ai
open
llm-ai
1

generate-image

This skill should be used when the user asks to "generate an image", "create a banner", "make artwork", "create an illustration", "generate a logo", "make a graphic", "design a header", "AI art", "img2img", or needs AI image generation. Handles prompt rewriting and Gemini 3 Pro image generation API calls.

b-open-io
b-open-io
data-ai
open
machine-learning
1

foundation-models

Understanding Foundation Models - architecture, sampling parameters, structured outputs, post-training. Use when configuring LLM generation, selecting models, or understanding model behavior.

doanchienthangdev
doanchienthangdev
data-ai
open
llm-ai
1

codex-claude-loop

Orchestrates a dual-AI engineering loop where Claude Code plans and implements, while Codex validates and reviews, with continuous feedback for optimal code quality

junyjeon
junyjeon
data-ai
open
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