K1412 Agent
K1412 Agent is a multi-user web Agent built around two deliberately different experiences:
- Chat is fast, conversational, and uses Open WebUI's native tool loop.
- Work is a long-running coding Agent whose loop, scheduler, context, memory, tools, and sub-agents are owned by this repository.
A conversation may be upgraded from Chat to Work. The upgrade is intentionally one-way so that two independent Agent loops never compete for the same conversation state.
Architecture
browser
|
v
Open WebUI (auth, RBAC, chat history, UI)
|
v
Agent Runtime (model gateway + Work loop)
|
v
Workspace Gateway (identity, policy, audit)
|
v
one Docker workspace per Open WebUI user
Open WebUI is pinned and lightly patched. Its model picker is replaced by two
product-level choices: Chat / Work and 轻度 / 中 / 高. Provider URLs,
provider model IDs, API keys, tool server settings, system prompts, and runtime
parameters remain server-side.
The inference mapping is fixed:
| Strength | Provider model |
|---|---|
| 轻度 | ChatGPT-5.6:Luna |
| 中 | ChatGPT-5.6:Terra |
| 高 | ChatGPT-5.6:Sol |
Local development
-
Copy
.env.exampleto.envand fill in the secret values. Never commit.env. Generate new values with./scripts/init-secrets.sh. -
Build the user workspace image:
docker compose --profile build-only build workspace-image -
Start the stack:
docker compose up --build -
Open http://localhost:3000. New users register as
pendingand require approval by the bootstrap administrator.
The pasted provider credential from the planning conversation is intentionally
not stored here. Rotate it and place the replacement only in the protected
deployment .env.
Tests
python3 -m venv .venv
.venv/bin/pip install -e '.[dev]'
.venv/bin/pytest
Run the complete local verification path, including the real Docker isolation test, with:
./scripts/verify.sh
Run the disposable six-service integration stack with a deterministic fake model provider and exercise registration approval, both Agent loops, workspace isolation, and the one-way mode upgrade with:
./scripts/verify-e2e.sh
The E2E stack and its test-only volumes are removed on exit. Set
E2E_KEEP_STACK=1 only when you need to inspect the running containers.
Audit every finished service and workspace image, requiring consistent Python environments, zero known Python vulnerabilities, and zero fixable High/Critical image vulnerabilities, with:
./scripts/audit-images.sh
Deployment
Production uses immutable linux/amd64 images in
docker.k1412.top/wuyang/*, an Unraid Compose Manager project, private
service networking, and a single public HTTPS entry at
https://agent.k1412.top.
See docs/architecture.md and docs/security.md.
Open WebUI attribution
The web service is derived from Open WebUI v0.9.6. Open WebUI's copyright, license, name, and user-facing attribution are retained. See THIRD_PARTY_NOTICES.md.