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Route tool catalogues once per turn through Jev in the native SuperQode loop
or a local OpenAI, Anthropic, or native Gemini gateway, with shadow mode, a
core-tool safety floor, stable turn caching, and fail-open behavior.
Launch Codex, Claude Code, OpenCode, Grok Build, Pi, and SuperQode through
non-persistent local adapters. Codex is explicitly gateway-limited when its
subscription service injects hidden tools; Antigravity remains detect-only.
Use the provider-neutral superqode.jev_tools Python API, Codex app-server
dynamic-tool adapter, local stdio MCP server, or authenticated HTTP/MCP
service. Cloud Run deployment artifacts are included but hosting is optional.
superqode optimize setup performs a non-persistent readiness and Jev
connectivity check. superqode optimize verify <harness> validates the
adapter, controlled schema reduction, and turn-cache reuse without spending
coding-model tokens or claiming synthetic savings as harness results.
Aggregate gateway reports expose tool and schema-byte reduction without
persisting prompts, tool arguments, request bodies, or credentials.
OpenCode and Pi use their native Gemini transports so Gemini 3 thought
signatures survive tool-call round trips. Generated profiles contain only a
local placeholder; the gateway owns and injects the real GEMINI_API_KEY.
superqode optimize enable creates separate managed *-jev launchers backed
by non-secret 0600 preferences. status, disable, and uninstall complete
the reversible lifecycle, and Harness Hub exposes the same Jev routing entry.