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Nested lingtai-dev-guide reference for the project architecture: Go TUI/portal monorepo, Python kernel, MCP addon repos, filesystem IPC, and where per-project/per-machine state lives.
Passed 21 of 22 test cases with the skill, and 3 of 22 without it.
and 30 more in the full report
18 fixed3 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 18 test cases the skill fixed. Same model, same prompt, with and without the skill.
We are auditing our user interface components in the lingtai Go monorepo. What are the two binary targets built from this repo, and what primary UI framework powers each target?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies lingtai-tui built from tui/ using Bubble Tea v2. | Missed | Passed |
| Identifies lingtai-portal as a Go HTTP server with an embedded React 19 frontend. | Missed | Passed |
The instructions your model reads when the skill loads.
Nested lingtai-dev-guide reference. Read this after the top-level router sends you here. This document maps the LingTai project: what the pieces are, how they connect, and where state lives.
lingtai — Go monorepo (TUI + portal)Location: github.com/Lingtai-AI/lingtai
Two binary targets in one repo:
| Binary | Source | Build output | Role |
|---|---|---|---|
lingtai-tui | tui/ | tui/bin/lingtai-tui | Terminal UI — Bubble Tea v2 + lipgloss v2. Agent launcher, monitor, mail viewer, preset editor, first-run wizard. |
lingtai-portal | portal/ | portal/bin/lingtai-portal | Web portal — Go HTTP server with embedded React 19 frontend. Network visualization, mail/replay UI, topology recorder. |
Key packages in tui/internal/:
| Package | Role |
|---|---|
tui/ | Bubble Tea models for every screen (~22k LOC) |
preset/ | Atomic {llm, capabilities} bundle layer |
migrate/ | Retained historical/test migration registry (m001–m039); production startup no longer runs it or advances .lingtai/meta.json |
globalmigrate/ | Live per-machine migrations under ~/.lingtai-tui/ (run by the TUI at startup) |
fs/ | Filesystem read accessors into agent working directories |
config/ | Global TUI config under ~/.lingtai-tui/ |
process/ | Subprocess launcher for python -m lingtai run <dir> |
i18n/ | en/zh/wen JSON tables (three locales always) |
Key packages in portal/internal/:
| Package | Role |
|---|---|
api/ | HTTP server, handlers, replay endpoint |
fs/ | Filesystem accessors (same shape as TUI's, portal-tailored) |
migrate/ | Retained historical migration registry/tests (m001–m039); Portal production does not run it |
web/ | React 19 + TypeScript + Vite frontend (embedded into Go binary) |
test cases passed, vs 3 / 22 without
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