domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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llm-ai
2

implicit-coordination

Stigmergic agent coordination through environment modification, not messages. Vehicle semantics where carrier encodes meaning.

plurigrid
plurigrid
data-ai
open
llm-ai
2

claude-skills

Guide for creating Agent Skills with progressive disclosure, SKILL.md structure, and best practices

vinnie357
vinnie357
data-ai
open
llm-ai
2

voice-transcription

Record and transcribe voice input when user wants to speak instead of type, describe complex issues verbally, provide audio input, or dictate text. Use this when user says "record my voice", "let me speak", "voice input", "transcribe audio", or when verbal description would be clearer than typing.

aldervall
aldervall
data-ai
open
llm-ai
2

embedding-generator

Generate and manage text embeddings for semantic search, clustering, and similarity tasks

eddiebe147
eddiebe147
data-ai
open
llm-ai
2

mlx-apple-silicon

Run LLMs on Apple Silicon with MLX/mlx_lm - unified memory, 4-bit quantization, streaming generation, prompt caching. Optimal for M-series chips.

plurigrid
plurigrid
data-ai
open
llm-ai
2

stream-chain

Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows

bjpl
bjpl
data-ai
open
llm-ai
2

embedding-service

文本向量化(Embedding)基础服务。将自然语言转换为高维稠密向量,为语义搜索、聚类分析、推荐系统等下游任务提供核心数据支持。

Lin-A1
Lin-A1
data-ai
open
llm-ai
2

accept-no-substitutes

This skill should be used when agents generate placeholder tokens like "pseudo-", "mock-", "temporary", "TODO", "demo-", or similar incompleteness markers. Detects substitution patterns in agent OUTPUT and triggers mandatory user interview instead of accepting incomplete work. Activates automatically on any output containing forbidden tokens.

plurigrid
plurigrid
data-ai
open
llm-ai
2

moai-security-encryption

Enterprise Encryption Security with AI-powered cryptographic architecture, Context7 integration, and intelligent encryption orchestration for data protection

AJBcoding
AJBcoding
data-ai
open
llm-ai
2

research

Multi-LLM parallel research with query decomposition and synthesis

krishagel
krishagel
data-ai
open
llm-ai
2

alife

Comprehensive Artificial Life skill combining ALIFE2025 proceedings,

plurigrid
plurigrid
data-ai
open
llm-ai
2

power-agent-creator

This skill should be used when users want to create powerful AI agents comparable to Claude Code or sonph-code. It provides battle-tested system prompts, masterfully-crafted tool implementations, and the simple but powerful agent loop pattern. Use this skill when users ask to build coding agents, AI assistants with tools, or any autonomous agent that needs file operations, code execution, search, and task management capabilities. The key insight is that customization requires only ONE HumanMessage after the SystemPrompt.

hongbietcode
hongbietcode
data-ai
open
llm-ai
2

anthropic-streaming-patterns

Use when integrating Claude API with streaming responses, implementing tool execution in streams, tracking API costs, or encountering streaming errors - provides Anthropic SDK 0.30.1+ patterns with mandatory cost monitoring

krzemienski
krzemienski
data-ai
open
llm-ai
2

ha-translations-and-ids

Home Assistant translation_key and identifier practices—entity/device naming via translations, stable unique IDs, and migration tips.

plebann
plebann
data-ai
open
llm-ai
2

ai-news-crawler

Trigger phrase \"watching news!\"; Create a JSON file named with the current timestamp only in the current directory, crawl 10 AI-related news in descending order of time and output Chinese summaries

feed-mob
feed-mob
data-ai
open
llm-ai
2

claude-restart

Restart Claude Code session to reload new skills, manage context, or start fresh. Use this skill when skills have been added/modified, when needing to compact/clear context, or to reload configuration changes.

ManuelKugelmann
ManuelKugelmann
data-ai
open
llm-ai
2

agent-deployment

Production deployment workflow for agentic systems. Directs to RAG for implementation.

MattMagg
MattMagg
data-ai
open
llm-ai
2

skill-creator

Create new Claude Code skills following SOTA compact design patterns (v3.2)

3x-Projetos
3x-Projetos
data-ai
open
machine-learning
2

finetune-train

Use when training a fine-tuned model and evaluating improvement over base model. Triggers - have filtered training data, ready to submit training job, need to convert to GGUF. Requires finetune-generate first.

marcgreen
marcgreen
data-ai
open
llm-ai
2

initializer

Initialize long-running agent projects with environment setup, feature list generation, and progress tracking. Use when starting a new implementation project or setting up an existing codebase for Claude-assisted development. Creates init.sh (dev server script), claude-progress.txt (work log), and docs/features.json (feature list with status tracking).

s-hiraoku
s-hiraoku
data-ai
open
llm-ai
2

claude-allow-stop

Return to normal stop behavior. Use PROACTIVELY after completing all tasks in continuous work mode, when work is committed and tests pass, or when reaching natural stopping point. User can invoke with /claude-allow-stop.

ManuelKugelmann
ManuelKugelmann
data-ai
open
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