Knowledge Base Research Skill Skill

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

Agent Skills: Knowledge Base Research Skill

Install this agent skill to your local

Skill Files