domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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llm-ai
0

skill-installer

Install agent-skills for Claude Code, Gemini Code Assist, and Codex

Wattysaid
Wattysaid
data-ai
open
llm-ai
0

chatbot-dev

ChatBotプロジェクトの開発全般を支援するスキル。プロジェクト構造、コーディング規約、開発ワークフローに関する知識を提供します。ChatBotプロジェクトで作業する時、プロジェクト構造について質問された時、コーディング規約について質問された時、新しい機能を追加する時に使用してください。

SuperPyonchiX
SuperPyonchiX
data-ai
open
llm-ai
0

ai-security

Defense Manual against AI Hacking: Prompt Injection, Smuggling, and Agentic Exploits.

LeandroLarrosa
LeandroLarrosa
data-ai
open
llm-ai
0

hackathon-todo-advanced

Complete guide for Panaversity Hackathon II (Todo Spec-Driven Development) Phases 2-5. Use when working on Phase 3 (MCP + OpenAI Agents + ChatKit chatbot), Phase 4 (Kubernetes with Minikube, Helm, Docker), Phase 5 (Cloud deployment with Dapr, Kafka, advanced features), or implementing bonus features (Reusable Intelligence, Cloud-Native Blueprints, Urdu support, Voice commands). Includes detailed references, scaffolding scripts, troubleshooting guides, and implementation patterns for AI-powered todo chatbot with event-driven architecture.

asadullah48
asadullah48
data-ai
open
llm-ai
0

ralph-skill-review-loop

Self-improving review loop for Ralph Wiggum skills. Reviews skills against best practices, implements improvements, and continues until two consecutive clean reviews. Use when validating or improving the ralph-prompt-* skill suite.

adaptationio
adaptationio
data-ai
open
llm-ai
0

context-optimizer

Optimize context loading for efficient token usage. Use when working with large codebases, context limits, or when the user mentions "context", "token", "optimize", "summarize", or asks to reduce context size.

tygwan
tygwan
data-ai
open
llm-ai
0

cva-concepts-adk

Google ADK (Agent Development Kit) architecture and core concepts. Covers agent types (LLM, Sequential, Parallel, Loop, Multi-agent), tool ecosystem, execution flows, deployment options, and observability. Model-agnostic framework for production AI agents. Use when understanding ADK architecture, selecting agent patterns, designing agent systems, or deploying to Vertex AI.

joaopelegrino
joaopelegrino
data-ai
open
llm-ai
0

moai-project-language-initializer

Handle comprehensive project language and user setup workflows including language selection, agent prompt configuration, user profiles, team settings, and domain selection

kivo360
kivo360
data-ai
open
llm-ai
0

reachy-mini

Control Reachy Mini robots by Pollen Robotics. Use when building apps, controlling robot movement (head, antennas, body), accessing camera/audio, or integrating with LLMs. Triggers on requests involving Reachy Mini SDK, robot control, head pose matrices, or ReachyMiniApp development.

gamepop
gamepop
data-ai
open
llm-ai
0

edu-demo-evaluator-free

Watch educational demo like a learner (BLIND evaluation). No test cases. No benchmark. No rubric. Honest assessment of: impression, what works, what doesn't, learner impact, recommendation. Output: agent_X_free_eval.json

hanialshater
hanialshater
data-ai
open
llm-ai
0

skill-creator

Helps you create and refine new Gravito Skills. Trigger this when asked to add a new skill to the ecosystem.

gravito-framework
gravito-framework
data-ai
open
llm-ai
0

moai-alfred-personas

Adaptive communication patterns and role selection based on user expertise level and request type (Consolidated from moai-alfred-persona-roles)

kivo360
kivo360
data-ai
open
llm-ai
0

generate-card-image

Download an image for a vocabulary card using Unsplash. Use when the user wants to add an image to a card, get an image for a word, or says "add image to [word]" or "generate image for card [id]".

crondinini
crondinini
data-ai
open
machine-learning
0

senior-prompt-engineer

World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, prompt design patterns, few-shot learning, chain-of-thought, and AI evaluation. Includes RAG optimization, agent design, and LLM system architecture. Use when building AI products, optimizing LLM performance, designing agentic systems, or implementing advanced prompting techniques.

nimeshgurung
nimeshgurung
data-ai
open
llm-ai
0

groq-inference

Fast LLM inference with Groq API - chat, vision, audio STT/TTS, tool use. Use when: groq, fast inference, low latency, whisper, PlayAI TTS, Llama, vision API, tool calling, voice agents, real-time AI.

ScientiaCapital
ScientiaCapital
data-ai
open
llm-ai
0

xai-sentiment

Real-time sentiment analysis on Twitter/X using Grok. Use when analyzing social sentiment, tracking market mood, or measuring public opinion on topics.

adaptationio
adaptationio
data-ai
open
machine-learning
0

llm-evaluation

Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.

ccf
ccf
data-ai
open
llm-ai
0

goals

Optimize prompts via process goals (controllable behavioral instructions) rather than outcome goals (sparse end-result demands). Grounded in sports psychology meta-analysis showing process goals (d=1.36) vastly outperform outcome goals (d=0.09). Use when designing prompts, optimizing LLM steering, implementing CoT/decomposition patterns, or building automatic prompt optimization pipelines. Instantiates surrogate loss paradigm for discrete prompt space.

Zpankz
Zpankz
data-ai
open
llm-ai
0

autonomous-loop

Main orchestration loop for autonomous coding. Use when running autonomous sessions, orchestrating feature completion, managing continuous loops, or coordinating agent lifecycle.

adaptationio
adaptationio
data-ai
open
llm-ai
0

project-memory-recall

Retrieve project-specific insights from file-based memory. Use when working on features, encountering domain-specific questions, or user says "--project-recall" or "--recall" (you decide which scope, may use both). Skip for routine tasks or universal pattern questions (use coder-memory-recall). MUST be invoked using Task tool to avoid polluting main context.

hongbietcode
hongbietcode
data-ai
open
llm-ai
0

claude-code-tips

自动从网络收集 Claude Code 的最新使用技巧、功能更新和最佳实践。当用户需要了解 Claude Code 的新功能、使用技巧、高级用法或 Claude Agent SDK 开发时使用此skill。支持本地缓存,避免重复搜索。

zsutxz
zsutxz
data-ai
open
llm-ai
0

prompt-expander

Use when user provides a simple, vague prompt and asks to expand/improve it, or when preparing prompts for another session. Triggers on "expand this prompt", "make this more specific", "improve this prompt", or similar requests.

jumski
jumski
data-ai
open
llm-ai
0

project-context

Maintains project context and progress tracking across Claude sessions. Use at session start to load context, on session end to save progress. Triggers: "load project context", "save context", "end session", "what was I working on", "switch to [project]", "done for today". Works in both Claude Code and Claude Desktop.

ScientiaCapital
ScientiaCapital
data-ai
open
llm-ai
0

skill-security-analyzer

Comprehensive security risk analysis for Claude skills. Use when asked to analyze security risks, review security stance, audit skills for vulnerabilities, check security before deployment, or evaluate safety of skill files. Triggers include "analyze security," "security risks," "security audit," "security review," "is this skill safe," or "check for vulnerabilities."

kiet-ta
kiet-ta
data-ai
open
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