RAG Architect - POWERFUL

Build RAG systems for construction knowledge bases. Create searchable AI-powered construction document systems

Build and deploy local RAG (Retrieval-Augmented Generation) systems with offline document processing, embedding models, and vector storage.

Universal Ragflow API client for RAG operations. Create datasets, upload documents, run chat queries against knowledge bases. Self-hosted RAG platform integration.

Ragie.ai RAG Skill OpenClaw Optimized

Ravenclaw Operations Skill

Create beautiful, responsive HTML emails using React components with React Email. Build transactional emails with modern components, support internationalization, and integrate with email service providers like Resend. Use when creating welcome emails, password resets, notifications, order confirmations, or any HTML email templates.

Read GitHub repos the RIGHT way - via gitmcp.io instead of raw scraping. Why this beats web search: (1) Semantic search across docs, not just keyword matching, (2) Smart code navigation with accurate file structure - zero hallucinations on repo layout, (3) Proper markdown output optimized for LLMs, not raw HTML/JSON garbage, (4) Aggregates README + /docs + code in one clean interface, (5) Respects rate limits and robots.txt. Stop pasting raw GitHub URLs - use this instead.

Personal reading management system for tracking books, articles, reading progress, notes, and generating reading reports. Use when: (1) recording books and articles to read, (2) tracking reading progr

Readme.com integration. Manage Projects. Use when the user wants to interact with Readme.com data.

Generate and sync a README environment-variable table from .env.example using marker blocks, with drift detection for CI.

Manage Readwise highlights, books, daily review, and Reader documents (save-for-later / read-it-later). Use when the user wants to save articles or URLs to Reader, browse their reading list, search saved documents, review highlights, create or manage highlights and notes, check their daily review, list books/sources, or interact with Readwise/Reader in any way.

List and download all files from a Google Drive folder.

Copy a Google Docs template, fill in content, and share with collaborators.

Create a Google Form for feedback and share it via Gmail.

Create a Google Meet meeting space and share the join link.

Turn recipes into a Todoist Shopping list. Extract ingredients from recipe photos (Gemini Flash vision) or recipe web pages (search + fetch), then compare against the existing Shopping project with conservative synonym/overlap rules, skip pantry staples (salt/pepper), and sum quantities when units match. Also saves each cooked recipe into the workspace cookbook (recipes/).

Recruit CRM integration. Manage Candidates, Jobs, Companies, Users, Notes, Files and more. Use when the user wants to interact with Recruit CRM data.

A professional recruitment workflow assistant. Evaluates resumes against dynamic requirements and AI proficiency, provides critical Pros/Cons analysis, and performs Shenzhen-specific market salary benchmarks (Boss Zhipin 2026 standards). Use for: (1) Rigorous candidate screening, (2) Critical technical evaluation, (3) Market-aligned salary assessment.

A professional recruitment workflow assistant. Evaluates resumes against dynamic requirements and AI proficiency, provides critical Pros/Cons analysis, and performs Shenzhen-specific market salary benchmarks (Boss Zhipin 2026 standards). Use for: (1) Rigorous candidate screening, (2) Critical technical evaluation, (3) Market-aligned salary assessment.

智能招聘助手。根据职位JD自动筛选和评估简历，输出候选人排序报告，并为每个候选人生成定制化面试问题清单。当用户需要筛选简历、评估候选人匹配度、准备面试问题时触发。

Create and execute robust Reddit engagement workflows (create post, add comment, upvote) using browser accessibility-tree semantics instead of brittle DOM ids/CSS selectors. Use when asked to automate Reddit actions with high success rate across UI changes, A/B tests, and localization differences; especially when reliability and intent-based element targeting are required.

Reducto document processing API integration with managed API key authentication. Parse, extract, split, and edit documents. Use this skill when users want to process documents, extract structured data, or modify PDFs and DOCX files. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway).

Captures and logs choices, options, or prompts that the agent evaluated and decided NOT to execute. Use whenever you skip a task, reject an approach, or choose one method over another to provide transparency into your reasoning.