domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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llm-ai
8

empathic-expressions

Intent-based code interpretation across all languages — SQL, Python, JS, YAML, Bash, and beyond

SimHacker
SimHacker
data-ai
open
llm-ai
8

mcp-builder

Use this skill when creating Model Context Protocol (MCP) servers, adding tools to extend Claude's capabilities, or integrating external APIs as MCP tools.

gr8monk3ys
gr8monk3ys
data-ai
open
llm-ai
8

swarm-orchestrator

Deploys a multi-agent swarm (Researcher, Reviewer, Safety Officer) to solve complex biomedical or research tasks in parallel.

mdbabumiamssm
mdbabumiamssm
data-ai
open
llm-ai
8

agent-identifier

This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.

ssdeanx
ssdeanx
data-ai
open
llm-ai
8

skeleton-generate

Skills版エージェント骨格(CLAUDE.md, .github/skills/, .codex/等)を生成し、初期設定を完了する。「スケルトン生成」「エージェント生成」「骨格作成」を依頼されたときに使用する。

matsuni-kk
matsuni-kk
data-ai
open
llm-ai
8

apply-prompt-feedback

Applies user feedback to prompts with precision - incorporates feedback intent without over-fitting, maintains information density, prevents regressions. Use when asked to apply feedback, incorporate suggestions, or update a prompt based on user input.

doodledood
doodledood
data-ai
open
llm-ai
8

claude-agent-sdk

Python으로 Claude Agent SDK 에이전트를 구축할 때 사용. 커스텀 도구, 훅, 서브에이전트, MCP 연동 코드를 생성합니다.

ssiumha
ssiumha
data-ai
open
llm-ai
8

mcp-builder

Build Model Context Protocol (MCP) servers to extend GitHub Copilot and AI agents with custom tools and data sources

yldgio
yldgio
data-ai
open
machine-learning
8

ask-council

Multi-model ensemble consultation. Runs 3 models in parallel for diverse perspectives.

doodledood
doodledood
data-ai
open
llm-ai
8

subagent-maintenance

Subagent({{AGENT_CONFIG_DIR}}/agents/*.md)の作成・更新・削除を対話で行い、フロントマター仕様と品質を維持したまま反映する。Subagent作成、agent追加、subagent updateを依頼されたときに使用する。

matsuni-kk
matsuni-kk
data-ai
open
llm-ai
8

create-inspect-task

Create custom inspect-ai evaluation tasks through interacted, guided workflow.

niznik-dev
niznik-dev
data-ai
open
llm-ai
8

allow-commands

Add or change allowed commands in AI agent permission configs (OpenCode, Claude Code)

aspiers
aspiers
data-ai
open
llm-ai
8

claude-guide

Guides Claude Code setup and configuration. Use when setting up CLAUDE.md, rules, hooks, or skills structure for projects.

ssiumha
ssiumha
data-ai
open
machine-learning
8

design-experiment

Plan LLM fine-tuning and evaluation experiments. Use when the user wants to design a new experiment, plan training runs, or create an experiment_summary.yaml file.

niznik-dev
niznik-dev
data-ai
open
llm-ai
8

skeleton-generate

Skills版エージェント骨格(CLAUDE.md, .cursor/skills/, .codex/等)を生成し、初期設定を完了する。「スケルトン生成」「エージェント生成」「骨格作成」を依頼されたときに使用する。

matsuni-kk
matsuni-kk
data-ai
open
llm-ai
8

prompting

Prompt engineering standards and context engineering principles for AI agents based on Anthropic best practices. Covers clarity, structure, progressive discovery, and optimization for signal-to-noise ratio.

jeffh
jeffh
data-ai
open
llm-ai
8

leela-ai

Manufacturing Intelligence — Leela AI applies MOOLLM to industry

SimHacker
SimHacker
data-ai
open
llm-ai
8

skill-creator

Creates and manages Claude Code skills. Use when creating new skills, updating existing skills, or converting repeated prompts into reusable skill packages.

ssiumha
ssiumha
data-ai
open
llm-ai
8

example-skill

Example Codex skill from Agentpack minimal repo template.

liqiongyu
liqiongyu
data-ai
open
llm-ai
8

implement-inplace

Single-agent implementation: executes plans in-place without subagents. Use /implement (default) for complex features; use this for simpler tasks or when subagent overhead is unwanted.

doodledood
doodledood
data-ai
open
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