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Data & AI AI Skills

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Categories: Data & AI

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GitHub

reference

zph

Research reference material from URLs and create comprehensive documentation. Use this skill when users provide URLs to research, need to gather and synthesize information from web sources, or want to create st...

GitHub

git-commit-guardian

rsicarelli

Enforces Conventional Commits format, validates message quality (72 char subject, 80 char body), and BLOCKS Claude Code pollution (co-author/generated-by markers). Use when committing, creating commits, git com...

GitHub

implementation-tracker

rsicarelli

Monitors Fakt implementation progress tracking phase completion status, test pass rates, compilation success metrics, milestone validation, and identifying blockers. Use when checking status, monitoring progres...

GitHub

interface-analyzer

rsicarelli

Deep structural analysis of @Fake annotated interfaces examining method signatures, property definitions, generic type parameters, suspend functions, complexity assessment, and generation strategy recommendatio...

GitHub

kotlin-api-consultant

rsicarelli

Queries Kotlin compiler source code for API validation, compatibility checks, Metro pattern alignment, breaking change detection, and best practice recommendations. Use when validating Kotlin APIs, checking com...

GitHub

bdd-test-runner

rsicarelli

Executes BDD-compliant GIVEN-WHEN-THEN tests with vanilla JUnit5, validates test naming compliance, analyzes coverage, and ensures tests follow project testing standards. Use when running tests, validating test...

GitHub

behavior-analyzer-tester

rsicarelli

Performs deep behavior analysis of code and generates comprehensive unit tests following GIVEN-WHEN-THEN patterns with vanilla JUnit5. Use when generating tests, analyzing behavior, improving test coverage, cre...

GitHub

skill-creator

rsicarelli

Creates new Claude Code Skills following best practices from migration patterns. Use when creating new Skills, converting slash commands to Skills, scaffolding Skill structure, or when user mentions "create ski...

GitHub

compilation-error-analyzer

rsicarelli

Systematic compilation error diagnostic and resolution for Fakt development analyzing error types, identifying root causes, providing targeted solutions, and systematic debugging workflows. Use when debugging c...

GitHub

pr-creator

rsicarelli

Creates professional PRs using project template, enforces Conventional Commits title format, always creates drafts via gh CLI. Use when creating PR, opening PR, submitting PR, or user mentions "create pr", "ope...

GitHub

compiler-architecture-validator

rsicarelli

Validates Fakt implementation follows compiler plugin best practices including two-phase FIR→IR compilation, context-driven generation, CompilerPluginRegistrar structure, and IrGenerationExtension patterns. Use...

GitHub

compilation-validator

rsicarelli

Validates compilation of generated Fakt fake code ensuring zero errors, proper type safety, smart defaults working correctly, and configuration DSL properly typed. Use when validating compilation, checking gene...

GitHub

public-docs-navigator

rsicarelli

Navigate Fakt's public MkDocs documentation site (docs/) for users learning about Fakt. Use when users ask about documentation, guides, multi-module setup, code generation strategy, testing patterns, or need he...

GitHub

council

sherifkozman

Run multi-LLM council for adversarial debate and cross-validation. Orchestrates Claude, GPT-4, and Gemini for production-grade implementation, code review, architecture design, research, and security analysis.

GitHub

node-red

tonylofgren

Use when user mentions "node-red" anywhere in their request (including compound words like "node-redflöde", "node-red-flow"). The term "Node-RED" is a product name that appears unchanged in all languages. NOT f...

GitHub

home-assistant-automation

tonylofgren

Use when user requests Home Assistant YAML automations, blueprints, scripts, or config. MANDATORY: First response must be clarifying questions, NEVER code. NOT for: Node-RED flows (use node-red skill), device f...

GitHub

esphome-devices

tonylofgren

Use when user EXPLICITLY requests "ESPHome", "ESP32", "ESP8266", or device firmware. NOT for: Home automations (use home-assistant or node-red skill).

GitHub

ha-integration-dev

tonylofgren

Use when user EXPLICITLY requests "custom integration", "custom component", "Python for HA", "HACS", or "config_flow". NOT for: YAML automations (use home-assistant skill), Node-RED flows (use node-red skill),...

GitHub

scientific-papers-to-dataset

eamag

Build structured datasets from academic papers. Use when the user wants to extract structured data from scientific literature, traverse citation graphs, search OpenAlex for papers, or create datasets from PDFs...

GitHub

deep-reading-analyst

hacket

Comprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking models (SCQA, 5W2H, critical thinking, inversion, mental models, first principles, systems thinking, six t...

GitHub

obsidian-wikilinks-converter

hacket

Convert Obsidian WikiLinks ([[...]]) to standard Markdown links ([...](...)) for GitHub compatibility. This skill should be used when users need to make README files or other Markdown documents GitHub-compatibl...

GitHub

source-tracing

hacket

从高熵的二手内容中回溯到低熵、权威、原始的信息源。 该技能通过结构化步骤,帮助用户验证消息真伪、理解原始语境, 建立独立的信息判断与溯源能力。

GitHub

ai-multimodal

binhmuc

Process and generate multimedia content using Google Gemini API for better vision capabilities. Capabilities include analyze audio files (transcription with timestamps, summarization, speech understanding, musi...

GitHub

chrome-devtools

binhmuc

Browser automation, debugging, and performance analysis using Puppeteer CLI scripts. Use for automating browsers, taking screenshots, analyzing performance, monitoring network traffic, web scraping, form automa...

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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