self-evolution
Production-grade autonomous self-improvement system with research-backed meta-learning, safe self-modification, and continuous optimization. Based on AI safe...
content-generation
Generate high-quality content across multiple formats. Create articles, reports, social media posts, marketing copy, and other content types with professiona...
autonomous-research
Conduct comprehensive research independently. Find information, analyze sources, synthesize findings, and create detailed reports without human guidance.
tree-of-thoughts
Multi-path reasoning for complex problems. Explore multiple solution branches → Evaluate each → Select optimal path. Use for: difficult decisions, creative p...
world-model
World Model - Environment understanding, causal reasoning, and prediction for AGI
unified-reasoning
Unified Reasoning Engine with FoT optimization - Combines ToT, GoT, Self-Consistency, and Meta-Reasoning with parallel execution and caching for 2-5x speedup
graph-of-thoughts
Graph-based reasoning with thought combination and feedback loops. Explores multiple solution paths simultaneously, combines insights, and synthesizes optima...
skill-orchestra
Skill-aware agent routing with explicit competence/cost modeling. +22.5% accuracy, 700x cheaper than RL routers. Based on arXiv:2602.19672.
doc-accurate-codegen
Generate code that references actual documentation, preventing hallucination bugs. ALWAYS loads docs first, validates against API signatures, and verifies co...
task-orchestra
Coordinate multiple agents and tasks for complex workflows. Orchestrate subagents, manage dependencies, handle parallel execution, and ensure successful comp...
