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Data & AI AI Skills

Discover Data & AI skills, compare source repositories and read the instructions for each workflow.

Categories: Data & AI

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GitHub

clean-code-reviewer

aiskillstore

Analyze code quality based on "Clean Code" principles. Identify naming, function size, duplication, over-engineering, and magic number issues with severity ratings and refactoring suggestions. Use when the user...

GitHub

nextjs-optimization

aiskillstore

Optimize Next.js 15 applications for performance, Core Web Vitals, and production best practices using App Router patterns

GitHub

session-memory

aiskillstore

Manages cross-session learning and memory persistence. Use when user mentions 前回何をした, 履歴, 過去の作業, セッション記録, continue from before, session history. Do NOT load for: 実装作業, レビュー, 一時的な...

GitHub

configuration-validator

aiskillstore

Validates environment variables, config files, and ensures all required settings are documented. Use when working with .env files, configs, or deployment settings.

GitHub

threat-mitigation-mapping

aiskillstore

Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness.

GitHub

python-async-patterns

aiskillstore

Python asyncio patterns for concurrent programming. Triggers on: asyncio, async, await, coroutine, gather, semaphore, TaskGroup, event loop, aiohttp, concurrent.

GitHub

docs-agent

aiskillstore

Maintains documentation files (README.md, .claude/claude.md, .claude/agent.md, API docs) for Unite-Hub. Ensures docs stay in sync with codebase changes. Uses Haiku model for cost-effective documentation generat...

GitHub

create-issue

aiskillstore

Create an issue in GitHub or Jira. Automatically detects if GitHub issues are enabled; if so creates a GitHub issue, otherwise creates a Jira issue.

GitHub

project-knowledge

aiskillstore

Load project architecture and structure knowledge. Use when you need to understand how this project is organized.

GitHub

delon-acl

aiskillstore

@delon/acl skill - Access Control List for role-based permissions and UI element visibility. For ng-events construction site progress tracking system.

GitHub

codebase-analysis

aiskillstore

Patterns and techniques for analyzing brownfield codebases. Use when onboarding to unfamiliar code, preparing for refactoring, conducting architecture reviews, or identifying technical debt.

GitHub

migration-tracker

aiskillstore

Context for ongoing migration from old Portfolio Buddy app. Use when: fixing bugs, adding migrated features, checking feature parity, or understanding why certain code exists. Contains list of 40 features being...

GitHub

pdf-processing

aiskillstore

Extract text and tables from PDF files, fill forms, merge documents. Use when working with PDF files or when the user mentions PDFs, forms, or document extraction.

GitHub

helm-chart-architect

aiskillstore

Design production-grade Helm charts through architectural reasoning rather than pattern retrieval. Activate when designing new Helm charts for Kubernetes deployments, evaluating chart architecture, making decis...

GitHub

firefox-browser

aiskillstore

Control the user's Firefox browser with their logins and cookies intact. Use when you need to browse websites as the user, interact with authenticated pages, fill forms, click buttons, take screenshots, or get...

GitHub

fastapi-mastery

aiskillstore

Comprehensive FastAPI development skill covering REST API creation, routing, request/response handling, validation, authentication, database integration, middleware, and deployment. Use when working with FastAP...

GitHub

plan

aiskillstore

Guidelines for iteratively planning tasks and changes before implementation. Use this when the user requests a non-trivial task or when you need to align on a complex implementation strategy.

GitHub

py-observability

aiskillstore

Observability patterns for Python backends. Use when adding logging, metrics, tracing, or debugging production issues.

GitHub

pentest-metasploit

aiskillstore

Penetration testing framework for exploit development, vulnerability validation, and authorized security assessments using Metasploit Framework. Use when: (1) Validating vulnerabilities in authorized security a...

GitHub

scribe-mcp-usage

aiskillstore

Operate the local Scribe MCP for any ~/projects/* repo; use when registering the server, setting projects, drafting ARCH/PHASE/CHECKLIST via manage_docs, or logging work with append_entry/get_project safeguards...

GitHub

logo-generator

aiskillstore

Generate logos using Replicate AI and make them transparent with background removal.

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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