oss-agent-lab

Self-improving research loops with hypothesis generation, experiment design, and result analysis

Full-stack research and code generation pipeline - research, code, and create

Natural language web UI control — element detection, targeted interaction, and automated form filling

Public opinion analysis and sentiment at scale — sentiment scoring, stance detection, and multi-dimensional bias measurement.

Meta-specialist that auto-discovers and scaffolds new specialists from trending GitHub repos

Safe multi-language code execution via alibaba/OpenSandbox

Multi-agent financial analysis pipeline: fundamental analysis, technical indicators, and news sentiment scoring for any ticker symbol. Wraps patterns from virattt/ai-hedge-fund and ZhuLinsen/daily_stock_analysis.

Ensemble predictions via swarm intelligence with multi-model voting and consensus

Replace with actual specialist description

Headless web automation for AI — navigate pages, extract DOM content, and capture screenshots

Code knowledge graphs and Graph RAG — entity extraction, relationship mapping, and natural-language queries over source repositories