domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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machine-learning
225

pmf-validation

Agent-Native PMF ไบงๅ“ๅธ‚ๅœบๅŒน้…้ชŒ่ฏ้ข†ๅŸŸ๏ผŒ็”จๅคš Agent ๆจกๆ‹Ÿๆ›ฟไปฃ้ซ˜ๆˆๆœฌ็œŸๅฎžๆต้‡ๆต‹่ฏ•๏ผŒ้ข„ๅˆคไบงๅ“ไธŽๅธ‚ๅœบ็š„ๅŒน้…็จ‹ๅบฆใ€‚

xyskywalker
xyskywalker
data-ai
open
data-analysis
224

ga4

Query Google Analytics 4 (GA4) data via the Analytics Data API. Use when you need to pull website analytics like top pages, traffic sources, user counts, sessions, conversions, or any GA4 metrics/dimensions. Supports custom date ranges and filtering.

jdrhyne
jdrhyne
data-ai
open
data-analysis
222

sibyl-comparativist

Sibyl ๆฏ”่พƒๅˆ†ๆž่€… agent - ๅฏนๆ ‡ SOTA ๅ’ŒๅŒ็ฑปๅทฅไฝœ๏ผŒๅฎšไฝ็ป“ๆžœ่ดก็Œฎ

Sibyl-Research-Team
Sibyl-Research-Team
data-ai
open
data-analysis
222

sibyl-contrarian

Sibyl ๅๅฏน่€… agent - ๆŒ‘ๆˆ˜ไธปๆตๅ‡่ฎพ๏ผŒๅฏปๆ‰พๅ้ข่ฏๆฎๅ’Œ็›ฒ็‚น

Sibyl-Research-Team
Sibyl-Research-Team
data-ai
open
data-analysis
222

sibyl-result-synthesizer

Sibyl ็ป“ๆžœ่พฉ่ฎบ็ปผๅˆ่€… agent - ็ปผๅˆ6ๆ–น็ป“ๆžœๅˆ†ๆžๅฝขๆˆ็ปŸไธ€ๅˆคๆ–ญๅ’Œ่กŒๅŠจ่ฎกๅˆ’

Sibyl-Research-Team
Sibyl-Research-Team
data-ai
open
machine-learning
222

sibyl-idea-validation-decision

Sibyl pilot ้ชŒ่ฏๅ†ณ็ญ– agent - ๆ นๆฎๅฐๅฎž้ชŒ็ป“ๆžœๅ†ณๅฎš ADVANCE / REFINE / PIVOT

Sibyl-Research-Team
Sibyl-Research-Team
data-ai
open
machine-learning
222

sibyl-supervisor-decision

Sibyl ็›‘็ฃๅ†ณ็ญ– agent - ๅˆ†ๆžๅฎž้ชŒ็ป“ๆžœๅ†ณๅฎš PIVOT ่ฟ˜ๆ˜ฏ PROCEED

Sibyl-Research-Team
Sibyl-Research-Team
data-ai
open
machine-learning
220

ml-rigor

Enforces baseline comparisons, cross-validation, interpretation, and leakage prevention for ML pipelines

Yeachan-Heo
Yeachan-Heo
data-ai
open
machine-learning
220

ml-rigor

Enforces baseline comparisons, cross-validation, interpretation, and leakage prevention for ML pipelines

Yeachan-Heo
Yeachan-Heo
data-ai
open
data-analysis
217

data-visualization-principles

Chart selection, color theory, dashboard design, and data storytelling principles for political transparency data

Hack23
Hack23
data-ai
open
data-engineering
217

clickhouse-best-practices

ClickHouse schema design, query optimization, and operational best practices for production deployments.

duyet
duyet
data-ai
open
data-engineering
217

storage-optimization

Compression codecs, TTL policies, tiered storage, part management, and disk space optimization.

duyet
duyet
data-ai
open
data-engineering
217

cia-data-integration

Citizen Intelligence Agency data model integration, riksdag data processing, political entity mapping

Hack23
Hack23
data-ai
open
data-engineering
217

data-pipeline-engineering

Data pipeline design, ETL processes, Spring Integration patterns, batch processing for political data

Hack23
Hack23
data-ai
open
data-engineering
217

data-protection

Data classification (CIA triad), GDPR privacy by design, encryption standards, data lifecycle management

Hack23
Hack23
data-ai
open
data-analysis
216

data-visualization-accessibility

Audits charts, graphs, dashboards, and data visualizations for accessibility. Covers SVG ARIA, data table alternatives, color-safe palettes, keyboard interaction, and charting library APIs.

Community-Access
Community-Access
data-ai
open
data-engineering
216

tables-data-specialist

Data table accessibility specialist for web applications. Use when building or reviewing any data table, sortable table, grid, spreadsheet-like interface, comparison table, pricing table, or any tabular data display. Covers proper markup, scope, caption, headers, sortable columns, responsive patterns, and ARIA grid/treegrid roles. Applies to any web framework or vanilla HTML/CSS/JS.

Community-Access
Community-Access
data-ai
open
data-engineering
216

ci-integration

CI/CD accessibility pipeline patterns, axe-core CLI configuration, SARIF output, PR annotations, baseline management, and multi-platform CI templates. Reference data for CI accessibility setup.

Community-Access
Community-Access
data-ai
open
llm-ai
215

improve-prompt

๋‚˜๋…ธ๋ฐ”๋‚˜๋‚˜ ํ”„๋กฌํ”„ํŠธ์˜ ์ •ํ™•์„ฑ์„ ํ•œ๊ธ€ ๋ฒˆ์—ญ๋ณธ๊ณผ ๋น„๊ตํ•˜์—ฌ ๊ฒ€์ฆํ•˜๊ณ , WebSearch๋กœ ํŒฉํŠธ์ฒดํฌํ•œ ํ›„ ์ด์Šˆ๋ณ„๋กœ ์‚ฌ์šฉ์ž ํ™•์ธ์„ ๊ฑฐ์ณ ์ˆ˜์ •ํ•ฉ๋‹ˆ๋‹ค. ์‚ฌ์šฉ: /improve-prompt week1/deep-dive-llms/tokenization

team-attention
team-attention
data-ai
open
llm-ai
215

nanobanana

Reading ์›๋ฌธ์—์„œ ๋‚˜๋…ธ๋ฐ”๋‚˜๋‚˜ ํ”„๋กœ์šฉ ์น˜ํŠธ์‹œํŠธ ํ”„๋กฌํ”„ํŠธ๋ฅผ ์ƒ์„ฑํ•ฉ๋‹ˆ๋‹ค. 3๋‹จ๊ณ„ ์—์ด์ „ํŠธ ํŒŒ์ดํ”„๋ผ์ธ(๋ถ„์„โ†’๊ตฌ์กฐ์„ค๊ณ„โ†’ํ”„๋กฌํ”„ํŠธ์ƒ์„ฑ)์œผ๋กœ ์ฝ˜ํ…์ธ  ์œ ํ˜•์— ๋งž๋Š” ํ”„๋กฌํ”„ํŠธ ์ƒ์„ฑ. ์‚ฌ์šฉ: /nanobanana week1/slug

team-attention
team-attention
data-ai
open
data-engineering
215

notes

Expert help with the meganote system - cross-tool note capture, daily notes, and obsidian.nvim integration. Covers Hammerspoon, Shade, nvim, and the full capture โ†’ daily note linking pipeline.

megalithic
megalithic
data-ai
open
machine-learning
215

unsloth-buddy

This skill should be used when users want to fine-tune language models or perform reinforcement learning (SFT, DPO, GRPO, ORPO, KTO, SimPO) using the highly optimized Unsloth library. Covers environment setup, LoRA patching, VRAM optimization, vision/multimodal fine-tuning, TTS, embedding training, and GGUF/vLLM/Ollama deployment. Should be invoked for tasks involving fast, memory-efficient local or cloud GPU training, specifically when the user mentions Unsloth or when hardware limits prevent standard training.

TYH-labs
TYH-labs
data-ai
open
llm-ai
214

mcpc

Use mcpc CLI to interact with MCP servers - call tools, read resources, get prompts. Use this when working with Model Context Protocol servers, calling MCP tools, or accessing MCP resources programmatically.

apify
apify
data-ai
open
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