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