domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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llm-ai
0

hello-world

ๆŒจๆ‹ถใ‚’ใ™ใ‚‹ใจใใซไฝฟใ†ใ‚นใ‚ญใƒซใ€‚ใ€ŒๆŒจๆ‹ถใ—ใฆใ€ใ€Œใ“ใ‚“ใซใกใฏใ€ใชใฉใจ่จ€ใ‚ใ‚ŒใŸใ‚‰็™บๅ‹•ใ™ใ‚‹ใ€‚

wanpa
wanpa
data-ai
open
llm-ai
0

conversation-logging

Global hooks for logging Claude Code conversation events to markdown files. Tracks prompts, tool usage, and responses across all sessions. Useful for debugging, auditing, and providing conversation context to Claude.

ianphil
ianphil
data-ai
open
llm-ai
0

ac-session-manager

Session lifecycle management for autonomous coding. Use when starting sessions, resuming work, detecting session type (init vs continue), or managing auto-continuation between sessions.

adaptationio
adaptationio
data-ai
open
llm-ai
0

transcript-fetcher

ๅพž YouTubeใ€Apple Podcast ๆˆ– Bilibili ็š„ URL ็ฒๅ–้€ๅญ—็จฟใ€‚ ็•ถไฝฟ็”จ่€…่ฒผไธŠๅฝฑ็‰‡ๆˆ– podcast ้€ฃ็ต๏ผŒๆˆ–่ชชใ€Œๅนซๆˆ‘ๆ‹ฟ้€ๅญ—็จฟใ€ใ€Œ่ฝ‰ๆˆๆ–‡ๅญ—ใ€ๆ™‚่งธ็™ผใ€‚ ไฝฟ็”จ aits ๅ‘ฝไปค็ฒๅ–ๅ…งๅฎน๏ผŒๅ›žๅ‚ณ็ตฆไฝฟ็”จ่€…ๅพŒ็บŒไฝฟ็”จใ€‚

t42ji2ji
t42ji2ji
data-ai
open
llm-ai
0

mova-mova-lab-operator-wrapper

Helps IDE agents navigate and operate the MOVA Skills Lab: read the registry, plan skill runs and manage episodes.

Leryk1981
Leryk1981
data-ai
open
machine-learning
0

senior-prompt-engineer

Expert prompt engineering for LLM applications including prompt design, optimization, RAG systems, agent architectures, and AI product development.

borghei
borghei
data-ai
open
llm-ai
0

openai

OpenAI compatibility layer for Ollama. Use the official OpenAI Python library to interact with Ollama, enabling easy migration from OpenAI and compatibility with LangChain, LlamaIndex, and other OpenAI-based tools.

atrawog
atrawog
data-ai
open
llm-ai
0

toon-format

When working with JSON data in LLM prompts (especially large arrays or tabular data), consider the token-efficient TOON (Token-Oriented Object Notation) format which reduces tokens by 30-70% while maintaining lossless JSON representation and structural validation. Use for reading/writing .toon files, converting JSONโ†”TOON, or optimizing structured data for LLM consumption with guardrails like [N] counts and {field} headers.

mattjoyce
mattjoyce
data-ai
open
llm-ai
0

ac-context-compactor

Manage and compact context for long sessions. Use when context is filling up, creating handoff summaries, optimizing context usage, or preparing for session continuation.

adaptationio
adaptationio
data-ai
open
llm-ai
0

prompt-optimizer

ๆ™บ่ƒฝ Prompt ไผ˜ๅŒ–้กพ้—ฎๆŠ€่ƒฝใ€‚ๅŸบไบŽ Anthropic ๅฎ˜ๆ–นๆœ€ไฝณๅฎž่ทต,้€š่ฟ‡ๅœบๆ™ฏ่ฏ†ๅˆซๅ’ŒๆŠ€ๆœฏๅŒน้…,ๅฐ†็”จๆˆท็š„ๆจก็ณŠ้œ€ๆฑ‚่ฝฌๅŒ–ไธบ้ซ˜่ดจ้‡ promptใ€‚่งฆๅ‘ๅœบๆ™ฏ:(1) ็”จๆˆทๆ˜Ž็กฎ่ฏทๆฑ‚"ไผ˜ๅŒ– prompt"ใ€"ๅธฎๆˆ‘ๅ†™ prompt"ใ€"ๆ”น่ฟ›่ฟ™ไธชๆŒ‡ไปค";(2) ็”จๆˆท็š„้œ€ๆฑ‚ๆ่ฟฐๆจก็ณŠใ€ไธๆธ…ๆ™ฐใ€็ผบๅฐ‘ๅ…ณ้”ฎไฟกๆฏ;(3) ็”จๆˆทๆๅˆฐ"ไธ็Ÿฅ้“ๆ€Žไนˆ่กจ่พพ"ใ€"ๆ•ˆๆžœไธๅฅฝ"็ญ‰้—ฎ้ข˜ใ€‚้€‚็”จไบŽๆ‰€ๆœ‰้œ€่ฆไธŽ Claude ไบคไบ’็š„ๅœบๆ™ฏ,้€š่ฟ‡็ป“ๆž„ๅŒ–ๅฏน่ฏๆŒ–ๆŽ˜้œ€ๆฑ‚,็”Ÿๆˆ็ฌฆๅˆ Claude 4.5 ๆœ€ไฝณๅฎž่ทต็š„ไผ˜ๅŒ– promptใ€‚

alongor666
alongor666
data-ai
open
llm-ai
0

bgm-creation-youtube-upload-agent

Suno็”จใฎBGMใƒ—ใƒญใƒณใƒ—ใƒˆใ‚’็”Ÿๆˆใ—ใ€YouTubeใซใ‚ขใƒƒใƒ—ใƒญใƒผใƒ‰ใ™ใ‚‹ใŸใ‚ใฎAgent skill

masayan1126
masayan1126
data-ai
open
llm-ai
0

maker-framework

Orchestrate reliable multi-agent reasoning using MAKER (Maximal Agentic Knowledge Engine for Reasoning). Implements three-pillar architecture for transforming probabilistic LLM outputs into deterministic, verifiable results. Use when tasks require high reliability, parallel consensus voting, or systematic error detection. Triggers include reliability-critical tasks, multi-step reasoning chains, consensus-based verification, parallel agent execution, or explicit MAKER invocation.

Zpankz
Zpankz
data-ai
open
llm-ai
0

11-continue-session-150

[11] CONTINUE. Resume an existing session. Use when continuing previous work to load AGENTS.md, MEMORY.md, and the chosen session log, then confirm readiness.

MykhailoDmytriakha
MykhailoDmytriakha
data-ai
open
llm-ai
0

sketch-ai-provider-debug

Debug OpenAI/Gemini image generation failures for Sketch Magic. Use when `/api/convert` returns 500, when models are unsupported, when outputs are empty, or when provider timeouts/quota errors appear.

joelklabo
joelklabo
data-ai
open
llm-ai
0

handoff

Capture session context before ending for seamless resume by next agent. Use when ending a session, switching contexts, or when user runs /handoff.

kpeez
kpeez
data-ai
open
llm-ai
0

langchain-patterns

LangChain implementation patterns with templates, scripts, and examples for RAG pipelines

vanman2024
vanman2024
data-ai
open
llm-ai
0

textcleaner-repl

Interact with TextCleaner's REPL interface to manage pipelines, set input text, and process data through the socket server

pstuifzand
pstuifzand
data-ai
open
llm-ai
0

session-search

Search through historical Claude sessions for code, conversations, and commands. Use when user asks about previous sessions, past conversations, "did I ever", "find in history", or wants to retrieve code/info from earlier chats.

atondwal
atondwal
data-ai
open
llm-ai
0

using-skills

Auto-loaded at session start via SessionStart hook. Teaches skill invocation protocol, tool selection rules (look-at for media, skills for workflows), agent delegation patterns, and enforcement mechanisms. NOT user-triggered - provides foundational skill usage discipline for all sessions.

edwinhu
edwinhu
data-ai
open
llm-ai
0

context7-intake

Use when Codex needs curated documentation context or outlines from the Context7 MCP server.

amit-sw
amit-sw
data-ai
open
machine-learning
0

llm-knowledge

This skill should be used when the user asks "what is LoRA", "compare models", "which model is best for Chinese", "SFT vs DPO", "how to handle overfitting", "class imbalance solution", "model architecture", "training method comparison", or needs reference information about LLM fine-tuning. Provides structured knowledge base for models, methods, architectures, and troubleshooting.

p988744
p988744
data-ai
open
llm-ai
0

agent-creator

Creates new specialist subagents based on detected tech stack or observed patterns. Use proactively during /claudenv to create agents for detected technologies, or when usage patterns suggest a new specialist is needed. Similar to meta-skill but for agents.

nbarthelemy
nbarthelemy
data-ai
open
llm-ai
0

agentlightning-skill

Agent Lightning๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ AI ์—์ด์ „ํŠธ๋ฅผ ์ž๋™์œผ๋กœ ์ตœ์ ํ™”ํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

MiddleKD
MiddleKD
data-ai
open
llm-ai
0

rollover

Start fresh session when context is high, preserving continuity via episodic-memory

jimhester
jimhester
data-ai
open
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