Ashita Orbissufficient knowledge compels action

Projects

About twenty projects, all built by talking to Claude. SaaS applications, AI tools, game prototypes, research pipelines, and creative experiments.

Niche SaaS Application

Financial projection software for a specific industry. Users model long-term scenarios, plan capital improvements, and generate stakeholder presentations.

active development
  • Multi-year financial modeling
  • Scenario comparison
  • Stakeholder presentation generation
  • Persona-tested with 3 user profiles
Next.js 15TypeScriptPostgreSQLAWS

Claude Evolution System

Self-improving AI development system. Discovers new capabilities, evaluates them against a scoring framework, and integrates approved tools as skills, subagents, or MCP configurations.

production
  • Autonomous capability discovery pipeline
  • DSPy prompt optimization (11/13 metrics deployed)
  • 30+ accumulated skills
  • Multi-model orchestration (Claude, Codex, Gemini)
Claude CodeBashTypeScriptDSPyMCP

DSPy Prompt Optimizer

Automated prompt engineering using Stanford's DSPy framework. Optimizes Claude Code skill prompts through bootstrap, copro, and iterative algorithms with cross-validation.

production
  • 11 of 13 optimization targets deployed
  • Bootstrap, CoPro, and iterative algorithms
  • Cross-validation with dropout regularization
  • Background optimization with progress tracking
PythonDSPyClaude Code

Revenue Pipeline

Three-phase autonomous revenue discovery system. Discovers niches, validates with AI-realizability gates, develops MVPs, and deploys. Currently developing BrokerageExtract.

active development
  • AI-realizability gate prevents unbuildable projects
  • Autonomous niche discovery and validation
  • 26+ shared skills across pipeline
  • BrokerageExtract: PDF to Excel converter for CPAs
Claude CodeTypeScriptCloudflare Workers

Games Pipeline

Pipeline-based game development exploring AI-generated games. Active projects include Slime Survivor, WW2 Gacha, AFK Gacha, and autonomous game development experiments.

active development
  • AI-generated .tscn scene files
  • Autonomous game development experiments
  • Multiple genres: survival, gacha, idle
Godot 4GDScriptClaude Code

Discord Bot Ecosystem

Two Discord bots for workspace automation. Evolution bot handles revenue and capability updates. Orchestrator bot manages workspace status, game updates, and cross-project awareness.

production
Node.jsDiscord.jsTypeScript

Genealogy Research

AI-assisted family history research using multiple search APIs, document analysis, and systematic brick-wall breaking strategies.

ongoing
  • Multi-source search (Exa, Brave, Codex)
  • Document analysis with Gemini OCR
  • Brick-wall breaker agent for stuck research
  • Family tree builder with relationship integrity
Claude CodeExaBrave SearchGemini

Ashita Orbis Blog

This blog. Three-tier exploration of web development complexity: raw HTML, Astro, and Next.js. Features agent-accessible API, comment system, and embedded AI chat.

in development
HTML/CSS/JSAstro 5Next.js 15Cloudflare WorkersD1

MCP Integrations

Custom Model Context Protocol server integrations: Codex CLI wrapper, search framework selection, mgrep semantic search, and tool search optimization.

production
  • Codex (GPT-5) MCP for cross-validation
  • 85% token reduction via Tool Search
  • mgrep semantic search replacing grep
  • Multi-model orchestration framework
Node.jsMCP ProtocolClaude Code

The Amnesiac Story

Collaborative fiction project: first-person fantasy narrative from an anterograde amnesiac protagonist. Multi-agent workflow with world-librarian, story-writer, story-curator, and story-editor agents.

ongoing
  • Multi-agent creative pipeline
  • World-librarian for factual consistency
  • Story-curator for post-chapter canonization
  • Journal entry format with unreliable narrator
Claude CodeMarkdown