Toryo
A TypeScript coding-agent orchestrator with evidence-bound review, configured checks, and reversible Git checkpoints.
- 8 tool adapters
- Quality ratcheting
- Trust-based delegation
Selected work · The Workshop
Systems built to encounter the real world.
Autonomous agents, orchestration infrastructure, research copilots, and games. The common thread is a preference for measurable behavior over polished claims.
Bring me a hard problem →Flagship case studies
3 systemsMinecraft Agent Swarm
Five local-LLM agents sharing a Minecraft world, with persistent memory, role-specific tools, and an experimental evaluation track.
- 5 specialized agents
- Local models
- Self-repairing skills
Contextrot
A Python evaluation harness measuring fact loss across repeated summaries, with deterministic grading, committed transcripts, and corrected grader bugs.
- Deterministic grading
- Committed transcripts
- Explicit limitations
More experiments
16 projectsActivegames
HunterPathDark-fantasy idle RPG with dungeon gates, spirit binding, and prestige systems
ReactTypeScriptViteTailwind
Activeagent orchestration
TenshuReal-time dashboard for AI agent teams with anime-styled command centers
ReactTypeScriptViteHono
Activegames
Idle AbyssFree idle RPG dungeon crawler with zero microtransactions
ReactTypeScriptViteTailwind
Activeagent orchestration
TaishoMulti-repo orchestrator that dispatches parallel Claude Code sessions autonomously
PythonClaude CodeGit
Activeagent orchestration
The Verification EngineAn execution engine for agent fleets, built on the premise that agents lie about finishing
PythonAI AgentsVerificationOllama
Activegames
BattleMathBrowser-based math game for children with multiple difficulty levels
ReactTypeScriptViteTailwind
Activeeducation
KoeAI-powered language learning with FSRS spaced repetition for Japanese, Spanish, and Portuguese
Next.jsReactTypeScriptNeon Postgres
Activeresearch
Get-X-Done SeriesDomain-specific AI research copilots — 7 repos spanning math, law, quant, engineering, chemistry, biology, and policy
PythonAIAutonomous Research
Activeresearch
AI Tutoring K-12 Meta-AnalysisSystematic review of AI tutoring effectiveness in K-12 mathematics
ResearchMeta-Analysis
Activeresearch
Chromatic Number of Random GraphsImproved concentration bounds for chi(G(n, n^{-1/2}))
LaTeXMathematics
Activegames
Demigod's FatePercy Jackson Minecraft mod with celestial weapons, mythological monsters, and prophecy quests
JavaNeoForgeMinecraft 1.21.1
Activeresearch
LIGO Glitch ViT vs CNNVision Transformer vs CNN for gravitational wave glitch classification
PythonPyTorchViTCNN
Archivegames
LOTR JS GameA JavaScript text game based on Lord of the Rings, built for my kids
JavaScript