Prompt builder kept two full translations side by side — system-en.ts +
system-zh.ts, operating-en.ts + operating-zh.ts, and 38 *.zh.md files
across api-docs, sops, ceo-modes, department-guidelines, and
wake-reasons. Any change required hand-syncing across two locales; drift
was guaranteed. The Chinese user wasn't getting Chinese thinking — the
model reads whatever prompt we give it and responds in whatever language
we tell it to.
English is now the single source of truth. At the tail of the assembled
system prompt, when `ctx.locale === "zh"`, append a directive:
Respond to the user in Chinese.
Claude, GPT, and Gemini all comply with the directive reliably. English
users (the default) get no footer.
- Deleted 38 `*.zh.md` files (api-docs 11, sops 15, ceo-modes 5,
department-guidelines 7, wake-reasons 1 via zh.ts).
- Deleted `messages/system-zh.ts`, `messages/operating-zh.ts`,
`messages/locale.ts`.
- Simplified `messages/index.ts` to a direct re-export of the English
bundle; getters no longer take a locale argument.
- Stripped zh imports + locale branching from `api-section.ts`,
`sop-section.ts`, `operating-instructions.ts`,
`operating-instructions-ceo.ts`, `api-endpoints.ts`, `wake-reasons/`.
- `buildSOPSection()`, `getSOP()`, `renderWakeReason()` drop the locale
arg; callers updated.
- Footer injection in `system-prompt.ts` (lines 246-249), placed after
the importantRulesSection so the model reads it last (highest
instruction salience).
`ctx.locale` stays on `PromptContext` — load-bearing for the footer.
Anthropic prompt cache hits improve (one cache key instead of two for
the same agent across locales).
AgentCompany
Launch autonomous AI companies from your desktop.
Set a goal. Watch AI agents self-organize, delegate, and deliver.
PLEASE USE A CODING PLAN, IT COMSUMES A LOT OF TOKENS
I will add support for Ollama and Github Copilot in the near future.
Download | Website | Features | Quick Start
What is AgentCompany?
AgentCompany is a cross-platform desktop app that turns a single goal into a coordinated AI team. You provide a company name, description, and mission. A CEO agent self-organizes departments, delegates tasks, and produces deliverables — code, content, research, business plans, and more — while you observe and approve through a chat-based command hub. Inspired by Paperclip
Supported AI Runtimes
| Runtime | Status |
|---|---|
| Claude Code | Ready |
| Codex CLI | Ready |
| Gemini CLI | Ready |
Features
Self-Organizing Teams
Your AI CEO builds the org chart — recruiting specialists, creating departments, and establishing reporting lines from a single goal.
Real-Time Agent Communication
Agents coordinate through channel and direct-message threads. Watch decisions unfold in real time.
Autonomous Task Management
Goals break down into tasks automatically. Agents pick up work, report progress, and escalate blockers without intervention.
Human-in-the-Loop Approvals
Critical decisions surface for your review. Approve, reject, or redirect — your company respects the chain of command.
AI Document Generation
Agents draft business plans, marketing strategies, and technical specs — stored in a shared document center.
One-Click Company Creation
Name it, describe the mission, connect a runtime, and launch. Agents start working in under a minute.
Quick Start
Download
Grab the latest release for your platform:
Available for macOS (Apple Silicon & Intel), Windows, and Linux.
Build from Source
# Prerequisites: Node.js 22+, pnpm 10+
pnpm install
pnpm dev
Verification
pnpm typecheck
pnpm lint
pnpm test:unit
pnpm test:integration
pnpm test:e2e
pnpm build:verify
Packaging
pnpm build # Compile + package for current platform → /build/release
pnpm build:dir # Compile + unpackaged directory
pnpm build:current # Build for current host platform (see note below for other OS)
pnpm release:local # Signed/uploading release pipeline (see docs/release/local-r2.md)
- Targets: macOS (
.dmg), Windows (.exe/ NSIS), Linux (.AppImage) - Packaging uses
electron-builder - Local builds use ad-hoc signing (
CSC_IDENTITY_AUTO_DISCOVERY=false) - Defaults to
--publish never; override withAGENTCOMPANY_ELECTRON_PUBLISH - Cloudflare R2 release hosting + auto-update pipeline:
docs/release/local-r2.md
Architecture
src/
main/ # Electron main process — database, services, IPC, orchestration
preload/ # Context-isolated bridge — DesktopApi via contextBridge
renderer/ # React 19 UI — components, hooks, i18n
shared/ # Contracts, types, Zod schemas shared across processes
packages/
adapter-utils/ # Shared adapter utilities
adapter-claude-local/
adapter-codex-local/
adapter-gemini-local/
Key Design Decisions
- Local-first: SQLite database, secrets in OS keychain, no external services required
- Security:
contextIsolation: true,nodeIntegration: false, Zod-validated IPC, JWT agent tokens - Agent coordination: Agents delegate tasks, escalate blockers, and produce deliverables through the orchestration runtime
Tech Stack
| Layer | Technology |
|---|---|
| Framework | Electron 39.8.0 |
| Runtime | Node.js 22+ |
| Language | TypeScript 5.9 (strict) |
| UI | React 19, Tailwind CSS 4, Framer Motion |
| Build | electron-vite, Vite 7, electron-builder |
| Database | SQLite (WAL mode, schema in src/main/database/) |
| Validation | Zod 4 |
| Testing | Vitest, Playwright |
License
Built with quiet authority. Ship your AI company.






