Agent skill · Audited from source

project-overview

skill · lobehub/lobehubNOASSERTION licenceAudited 29 Oct 2026 · source 5c088b65296a

★ 83,570pushed today
!CAUTIONGrade B · 89/100 · 4 findings · 5c088b6
83,570repo stars · whole lobehub/lobehub

Is it safe? With care — CAUTION, grade B (89/100). We read this skill's source at commit 5c088b65296a and found no filesystem, network or shell access and no hard-coded secrets. The audit raised 4 findings, 0 critical or high. What it does: Use for the OSS repository map, code-layer lookup, apps/packages/src ownership and business stubs.

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Cite this page

ModelsAtlas. “project-overview (lobehub/lobehub)”. Retrieved 29 Oct 2026. https://modelsatlas.com/skills/lobehub/project-overview

Trust audit

Audit 0.4.1 · source read 29 Oct 2026

Trust score89/100!CAUTION B
0 critical0 high4 medium0 low0 info

CAUTION means the audit found things worth knowing before you trust this skill. Grade B is shared by 13,985 of 14,816 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityWARN4
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (4)

Audit 0.4.1 · source sha 5c088b65296a · 29 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publisherlobehub GitHub organizationOwner of the repository this skill is read from
  • Source folderlobehub/lobehub/.agents/skills/project-overviewThe exact folder we audited
  • LicenceNOASSERTIONAs the repository states it
  • Commit pinned for this verdict5c088b65296aA new audit runs when the source changes
  • Repository statusNot archivedPushed today
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Use for the OSS repository map, code-layer lookup, apps/packages/src ownership and business stubs.

---
name: project-overview
description: 'Use for the OSS repository map, code-layer lookup, apps/packages/src ownership and business stubs.'
user-invocable: false
---

# LobeHub Project Overview

> The directory listings below are a **curated map of key locations**, not an
> exhaustive tree. `packages/`, `src/store/`, route groups etc. grow over time —
> run `ls` against the real directory for the current set.

## Project Description

Open-source, modern-design AI Agent Workspace: **LobeHub** (previously LobeChat).
This repo is the **open-source root** (`github.com/lobehub/lobehub`, package `@lobehub/lobehub`).

**Supported platforms:**

- Web desktop/mobile
- Desktop (Electron) — `apps/desktop`
- Mobile app (React Native) — **separate repo, already launched** (not in this monorepo)

**Logo emoji:** 🤯

## Complete Tech Stack

| Category      | Technology                                 |
| ------------- | ------------------------------------------ |
| Framework     | Next.js 16 + React 19                      |
| Routing       | SPA inside Next.js with `react-router-dom` |
| Language      | TypeScript                                 |
| UI Components | `@lobehub/ui`                              |
| CSS-in-JS     | `@lobehub/ui` `createStaticStyles`         |
| Icons         | lucide-react, `@ant-design/icons`          |
| i18n          | react-i18next                              |
| State         | zustand                                    |
| URL Params    | nuqs                                       |
| Data Fetching | SWR                                        |
| React Hooks   | aHooks                                     |
| Date/Time     | dayjs                                      |
| Utilities     | es-toolkit                                 |
| API           | TRPC (type-safe)                           |
| Database      | Neon PostgreSQL + Drizzle ORM              |
| Testing       | Vitest                                     |

> Exact versions live in the root `package.json` — check there, not here.

## Monorepo Layout

Flat layout — `apps/`, `packages/`, and `src/` all sit at the repo root. No
git submodules.

```
(repo root)
├── apps/
│   ├── cli/                  # LobeHub CLI
│   ├── desktop/              # Electron desktop app
│   └── server/               # Next.js-backed server (`@/server/*` alias)
│       └── src/
│           ├── router-hono/  # Hono endpoint routers and standalone runtime
│           └── ...           # featureFlags, globalConfig, modules, routers, services, utils, workflows
├── docs/                     # changelog, development, self-hosting, usage
├── locales/                  # en-US, zh-CN, ...
├── packages/                 # ~80 @lobechat/* workspace packages — `ls` for the full set. Key ones:
│   ├── agent-runtime/        # Agent runtime core
│   ├── agent-signal/         # Agent Signal pipeline
│   ├── agent-tracing/        # Tracing / snapshots
│   ├── builtin-tool-*/       # Per-tool packages (calculator, web-browsing, claude-code, ...)
│   ├── builtin-tools/        # Central registries that compose builtin-tool-*
│   ├── context-engine/
│   ├── database/             # src/{models,schemas,repositories}
│   ├── model-bank/           # Model definitions & provider cards
│   ├── model-runtime/        # src/{core,providers}
│   ├── locales/              # i18n source of truth: packages/locales/src/default/
│   ├── env/                  # env schemas (@/envs/* → packages/env/src/*)
│   ├── app-config/
│   ├── business/             # Open-source stubs (config, const, model-bank, model-runtime) — overridden by cloud
│   ├── types/
│   └── utils/
└── src/
    ├── app/
    │   ├── (backend)/        # api, f, market, middleware, oidc, trpc, webapi
    │   ├── spa/              # SPA HTML template service
    │   └── spa-auth/         # Auth HTML shell (SSR)
    ├── routes/               # SPA page segments (thin — delegate to features/)
    │   └── (main)/ (mobile)/ (desktop)/ (popup)/ auth/ onboarding/ share/
    ├── spa/                  # SPA entries + router config
    │   ├── entry.{web,mobile,desktop,popup}.tsx
    │   └── router/
    ├── business/             # Open-source stubs (client/server) — cloud repo provides real impls
    ├── features/             # Domain business components
    ├── store/                # ~30 zustand stores — `ls` for the full set
    └── ...                   # components, hooks, layout, libs, services, types, utils
```

## Architecture Map

| Layer            | Location                                                 |
| ---------------- | -------------------------------------------------------- |
| UI Components    | `src/components`, `src/features`                         |
| SPA Pages        | `src/routes/`                                            |
| React Router     | `src/spa/router/`                                        |
| Global Providers | `src/layout`                                             |
| Zustand Stores   | `src/store`                                              |
| Client Services  | `src/services/`                                          |
| REST API         | `src/app/(backend)/webapi`                               |
| tRPC Routers     | `apps/server/src/routers/{async\|lambda\|mobile\|tools}` |
| Server Services  | `apps/server/src/services` (can access DB)               |
| Server Modules   | `apps/server/src/modules` (no DB access)                 |
| Feature Flags    | `apps/server/src/featureFlags`                           |
| Global Config    | `apps/server/src/globalConfig`                           |
| DB Schema        | `packages/database/src/schemas`                          |
| DB Model         | `packages/database/src/models`                           |
| DB Repository    | `packages/database/src/repositories`                     |
| Third-party      | `src/libs` (analytics, oidc, etc.)                       |
| Builtin Tools    | `packages/builtin-tool-*`, `packages/built

Excerpt, first 6,001 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 5c088b6

Download folder ↗
git clone https://github.com/lobehub/lobehub
git -C lobehub checkout 5c088b65296a

The author documents no install command, so this uses the repository directly. Our verdict covers commit 5c088b65296a only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. !CAUTION B 89 / 100

    first audit · source 5c088b65296a

README badge

For maintainers · shows the latest audit

ModelsAtlas: CAUTION BMODELSATLASCAUTION · B
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Questions about project-overview

What does the project-overview skill do?
🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.
Is project-overview safe to install?
With care. The audit graded it B (89/100) and found 4 things worth knowing before you trust this skill, listed below with the exact line each was found on.
What can project-overview access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (5c088b65296a), read on 2026-10-29. The repository is watched, and a new audit runs when it changes — this is the first audit.

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