Knowledge Base Research Skill

This skill provides access to a curated knowledge base containing research on audio DSP, acoustics, AI/ML, and software development.

When to Use

• Before implementing complex algorithms (reverb, FFT, convolution)
• When debugging unfamiliar errors
• For design patterns and best practices
• To find solutions from past conversations
• When researching scientific concepts

Knowledge Base Access

URL: http://localhost:8000/sql
Auth: Basic cm9vdDpyb290 (root:root)
Headers: surreal-ns: research, surreal-db: knowledge

Quick Queries

Full-Text Search

SELECT title, content, source, url FROM knowledge 
WHERE title @@ 'keyword' OR content @@ 'keyword' LIMIT 10;

Find Algorithms

SELECT name, description, success_rate, implementation_notes 
FROM algorithm WHERE name CONTAINS 'reverb';

Search Past Solutions

SELECT user_text, assistant_text FROM chat_message 
WHERE assistant_text @@ 'solution keyword' LIMIT 5;

Paper Research

SELECT cite_key, title, authors, abstract FROM paper 
WHERE abstract @@ 'acoustic simulation';

Available Data Sources

Source	Count	Content
ArXiv	500+	Scientific papers
StackOverflow	35+	Q&A
DSP.SE	15+	Signal processing
Physics.SE	50+	Physics Q&A
GitHub	20+	Curated repos

Built-in Functions

• fn::find_topic($keyword) - Multi-table search
• fn::get_algorithm_context($name) - Algorithm + sources
• fn::kb_stats() - Database statistics