gunnchOS
gunnchAI · STAGING_WORKER
Executive-assistant and edge-computing codebase. The Node, Express, native, and local-model pieces are not a Cloudflare Worker.
# gunnchAI3k Local-first intelligence for the gunnchOS3k ecosystem: capability routing, tutoring, creation/coding, research/citations, device help, accessibility, translation, connectivity diagnosis, and WAIKE curriculum consumption. > **Not** a chatbot-only product. **Not** frontier-parity. **Not** “100% intelligence”, doctoral, or SSJ marketing. **Not** a University of Oulu affiliation or admission claim. `GUNNCHAI
An intelligence **layer** that routes tasks to local fixtures, optional local GGUF/llama.cpp, or a **cloud stub that fails closed**. It is a supporting workload for devices, labs, and WAIKE education — not a dissertation paper and not a commercial assistant.
Equitable, privacy-respecting assistance for education, creation, and device work — local-first by default, with explicit consent before anything may leave the device.
# Reproducibility — gunnchAI3k This repository is a local-first intelligence **prototype**. It does not produce RF results and does not claim frontier model quality. ```bash git clone https://github.com/gunnchOS3k/gunnchAI3k.git cd gunnchAI3k npm ci npm run test:local-runtime npm run test:stage2 npm run test:waike-mastery npm run test:journeys ``` Expected: Jest PASS for those suites. `test:waike-mastery` live discovery **skips** if `waike-research-ops` is not adjacent and `WAIKE_REPO_ROOT` is unset. ## Tool versions | Tool | Guidance | |---|---| | Node | 20+ (`package.json` `engines`) | | Python | 3.10+ for `prove:stage2` / WAIKE grader bridge | | llama.cpp | Optional; only for `system-laye
Native research runtimes stay on a local checkout. This page shows repository records only.
docs/00_GUNNCHAI3K_TUTOR_VISION.mddocs/01_TUTOR_PERSONA_AND_VOICE.mddocs/02_KNOWLEDGE_SCOPE.mddocs/03_SOURCE_GROUNDING_POLICY.mddocs/04_SOCRATIC_TUTORING_POLICY.mddocs/05_NO_CHEATING_AND_ACADEMIC_INTEGRITY.mddocs/06_CHILD_SAFETY_AND_BOUNDARIES.mddocs/07_WAIKE_CURRICULUM_INTEGRATION.mddocs/08_SKILL_LEVEL_ROUTING.mddocs/09_ASSESSMENT_GENERATION.mddocs/10_RAG_ARCHITECTURE.mddocs/11_AGENT_TOOLS_AND_GUARDRAILS.mdPinned source e08b68bdbc26715a903bca51a9740f621a3b2dd6
Executive-assistant and edge-computing codebase. The Node, Express, native, and local-model pieces are not a Cloudflare Worker.
The research code is not executing here. This is a research surface.
It gives this repository a public web surface inside the gunnchOS ecosystem without pretending the original runtime runs on Cloudflare Workers.
Use the primary action to inspect repository records, then open the source for the local toolchain.
STAGING_WORKER
Runtime mode on this page: LOCAL/DEMO. No remote model call is made.