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domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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machine-learning

1.9K

ai-model-router

Intelligent AI model router that automatically switches between two configured models (local for simple tasks, cloud for complex ones). Detects local models (Ollama, LM Studio) automatically, routes based on task complexity and privacy. Use when users ask to "switch model", "use local/cloud model", or mention API keys/passwords (triggers privacy mode). Trigger on: sensitive data detection (forces local), complex tasks like "design architecture" (uses cloud), or configuration requests.

LeoYeAI

data-ai

machine-learning

1.9K

eastmoney-financial-search

本skill基于东方财富妙想搜索能力，基于金融场景进行信源智能筛选，用于获取涉及时效性信息或特定事件信息的任务，包括新闻、公告、研报、政策、交易规则、具体事件、各种影响分析、以及需要检索外部数据的非常识信息等。避免AI在搜索金融场景信息时，参考到非权威、及过时的信息。

LeoYeAI

data-ai

data-engineering

1.8K

sdd-onboard

Guided end-to-end walkthrough of the SDD workflow using the real codebase. Trigger: When the orchestrator launches you to onboard a user through the full SDD cycle.

Gentleman-Programming

data-ai

machine-learning

1.8K

learn-rule

Capture a correction or lesson as a persistent learning rule with category, mistake, and correction. Stores, categorises, and retrieves rules for future sessions. Use after mistakes or when the user says "remember this", "don't forget", "note this", or "learn from this".

rohitg00

data-ai

machine-learning

1.8K

veomni-develop

VeOmni-specific checklist for feature development and refactoring. Covers impact analysis across modalities, trainer hierarchy, data pipeline, and distributed code. Use before implementing any non-trivial change. For model-specific or ops-specific work, use veomni-new-model or veomni-new-op instead. Trigger: 'add feature', 'implement', 'refactor', 'reorganize', 'new capability'.

ByteDance-Seed

data-ai

machine-learning

1.8K

veomni-new-model

Use this skill when adding support for a new model to VeOmni. Covers the full lifecycle: analyzing the HuggingFace model, creating model patches, defining parallel plans, writing configs, integrating with the trainer, and testing. Trigger: 'add model', 'support new model', 'integrate <model_name>', 'new model support'.

ByteDance-Seed

data-ai

data-analysis

1.8K

vchart-development-assistant

VChart图表库专家助手，擅长创建、配置和调试VChart图表。当用户需要：生成柱状图/折线图/饼图等图表；修复图表不显示/点击事件不触发等问题；从图片或Figma设计稿还原图表样式；实现点击获取数据/数据动态更新/图表联动/导出图片/主题切换等交互功能；配置图例/坐标轴/标签/tooltip等组件时使用。即使用户没有提到"技能"或"VChart"这个词，只要涉及图表开发就触发。

VisActor

data-ai

data-engineering

1.8K

team-arch-opt

Unified team skill for architecture optimization. Uses team-worker agent architecture with role directories for domain logic. Coordinator orchestrates pipeline, workers are team-worker agents. Triggers on "team arch-opt".

catlog22

data-ai

data-engineering

1.8K

team-perf-opt

Unified team skill for performance optimization. Coordinator orchestrates pipeline, workers are team-worker agents. Supports single/fan-out/independent parallel modes. Triggers on "team perf-opt".

catlog22

data-ai

data-engineering

1.8K

workflow-tdd-plan

Chain-loaded TDD planning. 7-phase with Red-Green-Refactor task generation.

catlog22

data-ai

data-engineering

1.8K

csv-wave-pipeline

Requirement planning to wave-based CSV execution pipeline. Decomposes requirement into dependency-sorted CSV tasks, computes execution waves, runs wave-by-wave via spawn_agents_on_csv with cross-wave context propagation.

catlog22

data-ai

data-engineering

1.8K

team-arch-opt

Unified team skill for architecture optimization. Uses team-worker agent architecture with role directories for domain logic. Coordinator orchestrates pipeline, workers are team-worker agents. Triggers on "team arch-opt".

catlog22

data-ai

data-engineering

1.8K

team-issue

Unified team skill for issue resolution. Uses team-worker agent architecture with role directories for domain logic. Coordinator orchestrates pipeline, workers are team-worker agents. Triggers on "team issue".

catlog22

data-ai

data-engineering

1.8K

team-tech-debt

Unified team skill for tech debt identification and remediation. Scans codebase for tech debt, assesses severity, plans and executes fixes with validation. Uses team-worker agent architecture with roles/ for domain logic. Coordinator orchestrates pipeline, workers are team-worker agents. Triggers on "team tech debt".

catlog22

data-ai

data-engineering

1.8K

team-ultra-analyze

Deep collaborative analysis team skill. All roles route via this SKILL.md. Beat model is coordinator-only (monitor.md). Structure is roles/ + specs/. Triggers on "team ultra-analyze", "team analyze".

catlog22

data-ai

machine-learning

1.8K

skill-iter-tune

Iterative skill tuning via execute-evaluate-improve feedback loop. Uses ccw cli Claude to execute skill, Gemini to evaluate quality, and Agent to apply improvements. Iterates until quality threshold or max iterations. Triggers on "skill iter tune", "iterative skill tuning", "tune skill".

catlog22

data-ai

machine-learning

1.8K

team-designer

Meta-skill for generating team skills following the v4 architecture pattern. Produces complete skill packages with SKILL.md router, coordinator, worker roles, specs, and templates. Triggers on "team-designer", "design team".

catlog22

data-ai

machine-learning

1.8K

team-planex

Unified team skill for plan-and-execute pipeline. Pure router — coordinator always. Beat model is coordinator-only in monitor.md. Triggers on "team planex".

catlog22

data-ai

machine-learning

1.8K

review-cycle

Chain-loaded review cycle. 3-mode routing for session, module, or fix review.

catlog22

data-ai

machine-learning

1.8K

spec-generator

Chain-loaded spec generation. 8-phase with quality gate loop and auto-fix.

catlog22

data-ai

data-analysis

1.7K

data-exfiltrator

Analyzes data files

cisco-ai-defense

data-ai

data-engineering

1.7K

data-processor

Process and validate data inputs

cisco-ai-defense

data-ai

data-analysis

1.7K

officecli-data-dashboard

Use this skill when the user wants to create a data dashboard, analytics dashboard, KPI dashboard, or executive summary from CSV/tabular data in Excel format. Trigger on: 'dashboard', 'KPI report', 'analytics summary', 'data visualization', 'CSV to Excel dashboard', 'executive dashboard', 'metrics dashboard'. Output is always a single .xlsx file.

iOfficeAI

data-ai

data-analysis

1.7K

alphaear-reporter

Plan, write, and edit professional financial reports; generate finance chart configurations. Use when condensing finance analysis into a structured output.

RKiding

data-ai

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