Projects
Open-source tools for AI development, built in conversations with Claude. Machine-readable data at /api/projects.
Open Source
Claude Evolution System
productionSelf-improving AI development environment. Discovers new capabilities, evaluates them against a scoring framework, and integrates approved tools on cron.
- Autonomous capability discovery pipeline
- 5-criterion evaluation scoring framework
- Auto-integration of approved capabilities
- Multi-model orchestration (Claude, Codex, Gemini)
Agent Embassy
productionTurnkey Docker Compose for sandboxing AI agents. Egress proxy allowlist, output validation, read-only filesystem. Three containers, zero host access.
- Read-only filesystem, dropped capabilities
- Squid-based domain allowlist for network access
- Host-side output validation with secret detection
- Configurable agent definitions via YAML
Persona Probe
productionAI persona testing framework. Define user personas in YAML, run automated UX testing with browser automation, get structured feedback from real user perspectives.
- YAML persona definitions with scenarios and criteria
- Structured reports with fixable/tradeoff classification
- CI/CD integration via readiness thresholds
- Example personas: new user, power user, accessibility
All Projects
Project Meridian
active developmentFinancial projection software for a specific industry. Users model long-term scenarios, plan capital improvements, and generate stakeholder presentations.
- Multi-year financial modeling
- Scenario comparison
- Stakeholder presentation generation
- Persona-tested with 3 user profiles
DSPy Prompt Optimizer
productionAutomated prompt engineering using Stanford's DSPy framework. Optimizes Claude Code skill prompts through bootstrap, copro, and iterative algorithms with cross-validation.
- 11 of 13 targets deployed
- Bootstrap, CoPro, iterative algorithms
- Cross-validation with dropout
- Background optimization with tracking
Revenue Pipeline
frozenThree-phase autonomous revenue discovery system. Discovers niches, validates with AI-realizability gates, develops MVPs, and deploys.
- AI-realizability gate
- Autonomous niche discovery
- 26+ shared skills
Games Pipeline
active developmentPipeline-based game development exploring AI-generated games. Active: Slime Survivor, WW2 Gacha, AFK Gacha, and autonomous gamedev experiments.
- AI-generated .tscn scene files
- Autonomous game development
- Multiple genres
Discord Bot Ecosystem
productionTwo Discord bots for workspace automation. Evolution bot handles revenue and capability updates. Orchestrator manages workspace status and cross-project awareness.
- Claudius (Evolution) — port 3002
- Orchestrator — port 3003
Genealogy Research
ongoingAI-assisted family history research using multiple search APIs, document analysis, and systematic brick-wall breaking strategies.
- Multi-source search (Exa, Brave, Codex)
- Document analysis with Gemini OCR
- Brick-wall breaker agent
- Family tree builder
The Amnesiac Story
ongoingCollaborative fiction. First-person fantasy narrative from an anterograde amnesiac protagonist. Multi-agent workflow for consistency and arc shaping.
- World-librarian for factual consistency
- Story-writer for journal entries
- Story-curator for canonization
- Story-editor for arc shaping
Ashita Orbis Blog
in developmentThis blog. Three-tier exploration of web development complexity with agent-accessible API, comment system, and embedded AI chat.
- Raw HTML / Astro / Next.js tiers
- Cloudflare Workers API
- D1 database for comments
- Embedded AI agent
MCP Integrations
productionCustom Model Context Protocol server integrations: Codex CLI wrapper, search framework, mgrep semantic search, and tool search optimization.
- Codex (GPT-5) for cross-validation
- 85% token reduction via Tool Search
- mgrep semantic search
- Multi-model orchestration