Projects — Ashita Orbis

Niche SaaS Application

active development

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

Multi-year financial modeling
Scenario comparison
Stakeholder presentation generation
Persona-tested with 3 user profiles

Next.js 15 TypeScript PostgreSQL AWS

Claude Evolution System

production

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

Autonomous capability discovery pipeline
DSPy prompt optimization (11/13 deployed)
30+ accumulated skills
Multi-model orchestration

Claude Code Bash TypeScript DSPy MCP

DSPy Prompt Optimizer

production

Automated 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

Python DSPy Claude Code

Revenue Pipeline

active development

Three-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
Current: BrokerageExtract

Claude Code TypeScript Cloudflare Workers

Games Pipeline

active development

Pipeline-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

Godot 4 GDScript Claude Code

Discord Bot Ecosystem

production

Two 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

Node.js Discord.js TypeScript

Genealogy Research

ongoing

AI-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

Claude Code Exa Brave Search Gemini

The Amnesiac Story

ongoing

Collaborative 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

Claude Code Markdown

Ashita Orbis Blog

in development

This 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

HTML/CSS/JS Astro 5 Next.js 15 Cloudflare

MCP Integrations

production

Custom 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

Node.js MCP Protocol Claude Code