domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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machine-learning
304

c-denoising

Навык описывает процесс использования языковой модели для реверс-инжиниринга, где модель работает как denoising автоэнкодер, итеративно улучшая код C++ на основе ассемблера и предоставленных метаданных (типы, имена функций).

ECNU-ICALK
ECNU-ICALK
data-ai
open
machine-learning
304

arduino-izgi-izleyen-robot-kodu-gelitirme

Arduino Nano, QTR sensörler ve MZ80 engel algılayıcı kullanarak siyah zemin üzerinde beyaz çizgiyi takip eden robot için C++ kodu yazar, PID parametrelerini ayarlar ve hız kontrolü sağlar.

ECNU-ICALK
ECNU-ICALK
data-ai
open
machine-learning
304

sfbt

在目标建构后立即引入0–10分量尺,锚定案主当前状态位置,并聚焦询问‘是什么让你没有停在更低分上’,以识别已有资源、微小例外和可控变量,避免病理化归因。

ECNU-ICALK
ECNU-ICALK
data-ai
open
machine-learning
304

beck

一种以识别、评估和修正适应不良性自动思维与核心信念为核心的结构化、短程、问题导向的认知行为治疗框架,专用于轻至中度非精神病性抑郁症;本版本强化为3次×60分钟标准化单元,每次严格聚焦问题解决、行为激活与负性思维识别三核心成分,并嵌入可验证家庭作业闭环。

ECNU-ICALK
ECNU-ICALK
data-ai
open
llm-ai
303

mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

khaneliman
khaneliman
data-ai
open
data-analysis
301

byted-bytehouse-data-asset-analyzer

基于ByteHouse MCP Server,生成数据资产目录和血缘分析的技能,用于获取数据库表结构、生成数据资产目录、分析表之间的血缘关系。当用户需要获取ByteHouse数据库的表结构、生成数据资产目录、分析表之间的血缘关系时,使用此Skill。

bytedance
bytedance
data-ai
open
data-engineering
301

byted-bytehouse-multimodal-search

ByteHouse 多模态检索 Skill,支持文本、图片、视频的向量化存储和混合检索。当用户需要在ByteHouse数据库中进行多模态向量化存储和混合检索时,使用此Skill。

bytedance
bytedance
data-ai
open
data-analysis
300

generate-mindmap

Generate an evidence-grounded article-level mind map as strict JSON.

hikariming
hikariming
data-ai
open
data-analysis
299

anthropic-xlsx

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

davekilleen
davekilleen
data-ai
open
machine-learning
299

getting-started

Interactive post-onboarding tour with adaptive pathways based on available data

davekilleen
davekilleen
data-ai
open
machine-learning
299

glmv-grounding

A skill that uses GLM-V native grounding capabilities for coordinate conversion, bounding-box visualization, and more. GLM-V native grounding can locate any target specified by the prompt in an image and output relative coordinates normalized to 0-1000 based on image size. Coordinate formats include 2D bounding box (default), 2D points, and 3D bounding box. GLM-V also supports spatiotemporal localization and tracking of multiple prompt-specified targets in videos, outputting 2D bounding boxes per second.

zai-org
zai-org
data-ai
open
data-analysis
298

data-visualization

Comprehensive data visualization skill covering visual execution and technical implementation. Includes perceptual foundations, chart selection, layout algorithms, and library guidance. Triggers on: charts, graphs, dashboards, 'visualize', 'plot', data presentation, D3, Recharts, Victory.

NTCoding
NTCoding
data-ai
open
data-engineering
297

shaman-jobs

造化宗师·追求完美 - 求至臻之境,删繁就简,像素级完美,追求极致

linkerlin
linkerlin
data-ai
open
data-engineering
297

shaman-musk

通玄真人·第一性原理 - 究万物之本,探第一性原理,化繁为简,质疑一切

linkerlin
linkerlin
data-ai
open
data-engineering
297

shaman-tesla

发明创造,技术突破,疯狂实验

linkerlin
linkerlin
data-ai
open
data-engineering
292

sync-data-relational

Analyze spring-data-relational version changes and identify required updates for the current project. Use when upgrading spring-data-relational versions or syncing with upstream changes.

naver
naver
data-ai
open
llm-ai
288

prompt-engineering

Use this skill when you writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, improving LLM outputs, or designing production prompt templates.

NeoLabHQ
NeoLabHQ
data-ai
open
llm-ai
288

thought-based-reasoning

Use when tackling complex reasoning tasks requiring step-by-step logic, multi-step arithmetic, commonsense reasoning, symbolic manipulation, or problems where simple prompting fails - provides comprehensive guide to Chain-of-Thought and related prompting techniques (Zero-shot CoT, Self-Consistency, Tree of Thoughts, Least-to-Most, ReAct, PAL, Reflexion) with templates, decision matrices, and research-backed patterns

NeoLabHQ
NeoLabHQ
data-ai
open
machine-learning
288

kaizen

V 阶段持续改进回顾

m-xlsea
m-xlsea
data-ai
open
machine-learning
288

ai-product-patterns

Builds AI-native products using OpenAI's development philosophy and modern AI UX patterns. Use when integrating AI features, designing for model improvements, implementing evals as product specs, or creating AI-first experiences. Based on Kevin Weil (OpenAI CPO) on building for future models, hybrid approaches, and cost optimization.

menkesu
menkesu
data-ai
open
llm-ai
287

remember

Use when you learn something worth preserving, complete a project milestone, discover user preferences, or need to recall past context - search before create, tag consistently, verify retrieval

harperreed
harperreed
data-ai
open
data-engineering
285

auto-cdc

Apply Change Data Capture (CDC) with apply_changes API in Spark Declarative Pipelines. Use when user needs to process CDC feeds from databases, handle upserts/deletes, maintain slowly changing dimensions (SCD Type 1 and Type 2), synchronize data from operational databases, or process merge operations.

databricks
databricks
data-ai
open
machine-learning
285

abstraction-power

Activate ATLAS pattern recognition mode. Identify repeated patterns, extract essential characteristics, and create reusable abstractions from concrete examples.

syahiidkamil
syahiidkamil
data-ai
open
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