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RAG Implementation
Data & AI
Master Retrieval-Augmented Generation (RAG) to build LLM applications that provide grounded responses using external knowledge sources. Implement Q&A systems, reduce hallucinations, and integrate LLMs with knowledge bases.
Prompt to Executable Tasks Transformer
Productivity
Converts any free-form prompt into a structured executable prompt with tasks (TaskCreate/TaskUpdate/TaskList), phases, and validation criteria. Helps break down vague requests into concrete, AI-executable steps.
Incident Log Analysis
DevOps
Analyze the workshop application log from inside OpenShell and produce incident artifacts.
Otel Collector Config Doctor
DevOps
Generate and debug valid OpenTelemetry Collector configurations from plain-English descriptions, catching common pitfalls like unwired pipelines.
Full Page Screenshot
Development
Generate a full-page screenshot of a web page as a PNG, capturing all content including scrollable areas. Directly connects to Chrome DevTools protocol without external dependencies.
Draft Release Notes
Development
Draft user-facing release notes by analyzing PR diffs. Focuses on changes relevant to end-users.
NocoDB - Database Manager
Data & AI
Access and manage NocoDB databases, tables, and records via REST API. A powerful open-source Airtable alternative with full API control.