GhostMode

The Air-Gapped, Self-Healing Code Repair Agent for Low-Resource Hardware.

GhostMode runs a trusted test command, identifies a likely application frame, asks a local Ollama model for a function replacement, applies it with a backup, and retains it only after the tests pass. It never contacts a network target other than loopback Ollama.

Supported languages

GhostMode supports Python, JavaScript, TypeScript, React (.jsx/.tsx), PHP/Laravel, and Rust. React, Vite, Next.js, Angular, Laravel, and Cargo projects are verified through the test or build command you provide. Python receives AST syntax validation; other languages use conservative structural validation before their own local test/build tools provide final verification.

Install and run

pip install ghostmode-cli
ollama pull qwen2.5-coder:1.5b
ghostmode doctor

Run GhostMode from the project you want to repair:

ghostmode run "pytest -q"

For npm projects:

ghostmode run "npm test"

Use --dry-run to review a diff without changing files. GhostMode never edits tests unless --allow-test-edits is explicitly passed. For Vitest projects, ghostmode run "npm test" automatically uses single-run mode instead of watch mode.

Memory budget

Limitations

Small local models are best at simple, single-function faults. Multi-file, API-wide, and logic-heavy repairs often need human review. Only run trusted test commands: the command is intentionally executed through a shell to support normal test invocations.