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# Zesdex
> Autonomous AI coding agent in a terminal-based TUI.
Zesdex is a Rust-powered AI assistant that operates directly in your terminal via a rich TUI interface. It combines large language model intelligence with a comprehensive set of tools to explore, understand, and modify codebases autonomously — with built-in guardrails at every layer.
---
## Features
### Core
- **TUI Interface** — Full-screen terminal UI with chat panel, input bar, and status bar built with [ratatui](https://github.com/ratatui-org/ratatui) and [crossterm](https://github.com/crossterm-rs/crossterm).
- **Daemon Architecture** — Run as a background daemon with client attach/detach via Unix domain sockets. The daemon processes state; clients only render.
- **IPC Protocol** — Bidirectional state synchronization between daemon and client processes with diff-based updates.
- **Provider Agnostic** — Configurable AI model providers with dynamic model selection, per-role temperature/token limits, and API key management.
### Tool System (34 built-in tools)
| Category | Tools |
|----------|-------|
| **Filesystem** | `read`, `write`, `edit`, `delete` |
| **Search** | `grep` (recursive text), `glob` (file patterns) |
| **Shell** | `bash`, `bash_output`, `bash_kill` |
| **Git** | `git_operator`, `git_worktree`, `git_cred` |
| **Memory** | `remember`, `recall`, `forget` |
| **Planning** | `plan_enter`, `plan_ready`, `seqthink` |
| **Workflow** | `workflow_run`, `note_finding`, `company_pipeline` |
| **Utility** | `cd`, `dir_list`, `dir_cache_update`, `pong`, `todowrite`, `todofinish` |
| **LSP** | `lsp_connect`, `lsp_diagnostics`, `lsp_hover`, `lsp_completion`, `lsp_definition`, `lsp_references`, `lsp_disconnect` |
### Intelligence
- **Company Pipeline** — Autonomous agent orchestration modeled as a company with specialized divisions. The CEO (main agent) automatically delegates work to 5 divisions in sequence:
```
Strategy → Engineering → Quality → Security → Documentation
```
Each division has a dedicated role, toolset, and system prompt. Controlled via `/pipeline full|quick|skip`.
- **Workflow Engine** — Orchestrate complex multi-step tasks with parallel sub-agents, pipelines, and phased execution. Spawn independent workers that share findings in real-time.
- **Self-Learning** — Persistent memory system that stores lessons, references, and project knowledge across sessions. Memories include provenance tracking, lifecycle management, and scope isolation.
- **Self-Review** — Review subagents trigger automatically after each code edit (inline) and at turn completion (background). Three types: code quality, architecture, and security.
- **Self-Healing** — On build/test failures, spawns a sub-agent with the error context to autonomously fix issues before reporting them to the user.
- **MCP Support** — [Model Context Protocol](https://modelcontextprotocol.io/) integration for connecting to external AI tool servers.
- **Sequential Thinking** — Chain-of-thought reasoning tool for step-by-step problem decomposition.
- **Session Locking** — Prevents multiple processes from operating on the same session directory.
### Session Management
- Multiple concurrent sessions with history, rewind, and transcript persistence.
- Per-session edit logs with full change tracking.
- Session archival and summary generation.
---
## Architecture
```
src/
├── main.rs # Entry point: single-process, daemon, or attach mode
├── resources.rs # Embedded resources (help text, system prompts)
├── app/
│ ├── state/ # AppStateRest — immutable-rest state model
│ │ ├── rest.rs # Core state struct
│ │ ├── types.rs # Overlay, Toast, Origin enums
│ │ ├── snapshot.rs # State snapshots for IPC
│ │ ├── diff.rs # Diff-based state synchronization
│ │ ├── runtime.rs # Runtime state mutations
│ │ └── misc.rs # DirCache and miscellaneous state helpers
│ ├── runtime/ # Action dispatch and event loop
│ │ ├── actions/ # Action enum and apply_action reducer
│ │ ├── stream/ # LLM streaming and tool execution
│ │ │ └── tools/ # Tool harness integration
│ │ │ └── turn.rs # Turn orchestration
│ │ ├── event_loop/ # Main event loop and shortsend
│ │ ├── commands.rs # Slash command dispatch
│ │ └── shortsend.rs # Short-lived async send helper
│ ├── mode/ # UI modes and overlays (13 modes)
│ │ ├── bash.rs # Bash panel mode
│ │ ├── editor.rs # Multi-line editor mode
│ │ ├── effort.rs # Effort level selector
│ │ ├── help.rs # Help overlay
│ │ ├── key_input.rs # Raw key input mode
│ │ ├── loading.rs # Loading spinner overlay
│ │ ├── mcp.rs # MCP server management
│ │ ├── quit_confirm.rs # Quit confirmation dialog
│ │ ├── rewind.rs # Session rewind mode
│ │ ├── settings.rs # Settings panel
│ │ ├── todo.rs # Task list overlay
│ │ └── workflow.rs # Workflow visualization
│ ├── harness.rs # Tool harness for agent execution
│ ├── workflow/ # Workflow engine
│ │ ├── script.rs # Workflow script DSL
│ │ ├── engine.rs # Workflow executor
│ │ └── company.rs # Company pipeline orchestrator
│ ├── mcp/ # MCP client manager
│ │ └── manager.rs # MCP server lifecycle and tool exposure
│ ├── subagent/ # Sub-agent management
│ │ ├── spawn.rs # AgentDefinition and spawning
│ │ ├── engine.rs # Sub-agent event loop
│ │ ├── context.rs # Context construction for sub-agents
│ │ └── event.rs # Progress event types
│ ├── bgbash/ # Background bash job management
│ │ ├── job.rs # Background job handle
│ │ └── control.rs # Bash control (bg/fg/kill)
│ ├── lsp/ # LSP client management
│ │ ├── client.rs # LSP client connection wrapper
│ │ └── provisioner.rs # Auto-provisioning of LSP servers
│ └── review/ # Self-review quality system
├── controller/
│ ├── input.rs # Key event → Action mapping
│ └── command.rs # Slash command parser
├── dto/
│ ├── chat/ # Message, ToolCall, Role types
│ │ ├── message.rs # Chat message types
│ │ ├── tool.rs # Tool call/result types
│ │ └── mod.rs
│ └── provider/ # AI provider request/response/usage types
│ ├── request.rs # Provider request schema
│ ├── response.rs # Provider response schema
│ └── usage.rs # Token usage tracking
├── ipc/
│ ├── protocol.rs # ClientRequest, DaemonFrame, StatePayload
│ ├── server.rs # Unix socket server
│ ├── client.rs # Unix socket client
│ ├── conn.rs # Framed connection
│ ├── frame.rs # Length-prefixed frame encoding
│ ├── snapshot.rs # State snapshot serialization
│ └── diff.rs # Binary diff for state sync
├── model/
│ ├── store.rs # File-based storage (~/.config/zesdex/)
│ ├── session.rs # Session CRUD and listing
│ ├── settings.rs # User settings (provider, model, tokens)
│ ├── app_config.rs # Provider definitions and model roles
│ ├── memory.rs # Persistent memory with frontmatter
│ ├── editlog.rs # Edit history tracking
│ ├── msglog/ # Message log (SQLite-backed)
│ │ ├── schema.rs # SQLite schema
│ │ ├── query.rs # Query helpers
│ │ ├── blobs.rs # Large blob storage
│ │ └── summary.rs # Session summarization
│ ├── agent_def/ # Agent definitions (builtin, global, session)
│ │ ├── builtin.rs # Built-in agent profiles
│ │ ├── global.rs # Global agent config
│ │ └── session.rs # Per-session agent config
│ ├── conversation.rs # Conversation helpers
│ └── session_lock.rs # Flock-based session locking
├── service/
│ ├── provider.rs # AI provider abstraction
│ └── oauth/ # OAuth PKCE flow with loopback server
│ ├── loopback.rs # Local HTTP server for OAuth redirect
│ ├── manager.rs # OAuth token manager
│ ├── pkce.rs # PKCE code challenge/verifier
│ └── mod.rs
├── tool/ # 34 tool implementations
│ ├── fs/ # read, write, edit, delete
│ │ ├── read.rs
│ │ ├── write.rs
│ │ ├── edit.rs
│ │ ├── delete.rs
│ │ └── helpers.rs # Path resolution and validation
│ ├── search.rs # grep, glob
│ ├── shell.rs # bash
│ ├── bash_tools.rs # bash_output, bash_kill
│ ├── git_operator.rs # git operations
│ ├── git_worktree.rs # git worktree management
│ ├── git_cred.rs # git credential store/get/erase
│ ├── memory/ # remember, forget, recall
│ │ ├── remember.rs
│ │ ├── forget.rs
│ │ └── recall.rs
│ ├── plan.rs # plan_enter, plan_ready
│ ├── seqthink.rs # Sequential thinking
│ ├── workflow.rs # workflow_run, note_finding
│ ├── utility/ # cd, dir_list, dir_cache_update, pong, todowrite, todofinish
│ │ ├── cd.rs
│ │ ├── dir_list.rs
│ │ ├── dir_cache_update.rs
│ │ ├── pong.rs
│ │ ├── todowrite.rs
│ │ └── todofinish.rs
│ ├── lsp/ # LSP tools (connect, diagnostics, hover, etc.)
│ │ └── mod.rs
│ └── shell_filter/ # Shell output filtering (credentials, git)
│ ├── credentials.rs
│ ├── git.rs
│ └── mod.rs
└── view/ # TUI rendering
├── chat.rs # Chat transcript with markdown
├── markdown.rs # Markdown → ratatui spans
├── status.rs # Status bar
├── theme.rs # Color scheme
└── workflow.rs # Workflow visualization
```
---
## Usage
```bash
# Run in single-process mode (default)
zesdex
# Run as a background daemon
zesdex --daemon
# Attach to a running daemon session
zesdex --attach <session-id>
# Set log level
RUST_LOG=debug zesdex
```
### Key Bindings
| Binding | Action |
|---------|--------|
| `Ctrl+Q` | Quit |
| `Ctrl+H` | Help overlay |
| `Ctrl+P` | Settings overlay |
| `Ctrl+B` | Bash panel |
| `Ctrl+S` | Session hub |
| `Ctrl+T` | Task list |
| `Ctrl+W` | Workflow view |
| `Ctrl+K` | Key input mode |
| `Esc` | Cancel / back |
| `Tab` | Autocomplete |
| `↑/↓` | History / navigation |
| `Scroll` | Mouse scroll in chat |
### Slash Commands
| Command | Description |
|---------|-------------|
| `/help` | Show help |
| `/clear` | Clear transcript |
| `/model` | Select AI model provider |
| `/pipeline` | Show current pipeline mode |
| `/pipeline full` | Force full company pipeline (5 divisions) on next request |
| `/pipeline quick` | Force quick pipeline (3 divisions) on next request |
| `/pipeline skip` | Skip pipeline — handle next request directly |
| `/exit` | Exit application |
| `/settings` | Open settings |
| `Any text` | Sent to the AI assistant as a prompt |
---
## Configuration
All configuration lives in `~/.config/zesdex/` (or platform equivalent via the `dirs` crate).
| File | Purpose |
|------|---------|
| `settings.json` | Provider selection, model, temperature, max tokens, review settings, workflow concurrency |
| `app_config.json` | AI provider definitions (name, API base URL, auth type, default model) |
| `memory/` | Persistent lesson and reference storage (Markdown with YAML frontmatter) |
| `sessions/` | Per-session transcripts, edit logs, and activity data |
| `run/` | Unix domain sockets for daemon mode |
### Provider Configuration
Providers are defined in `app_config.json`:
```json
{
"providers": {
"my-provider": {
"api_base": "https://api.example.com/v1",
"api_key_env": "MY_API_KEY",
"default_model": "model-name"
}
},
"model_roles": {
"default": {
"provider": "my-provider",
"model": "model-name",
"max_tokens": 8192,
"temperature": 0.7
}
},
"default_provider": "my-provider",
"default_model": "model-name"
}
```
### Settings
Key settings in `settings.json`:
| Setting | Default | Description |
|---------|---------|-------------|
| `review_enabled` | `true` | Enable self-review after tool execution |
| `review_max_lessons_per_run` | `5` | Max lessons loaded per review cycle |
| `adaptive_review_max_skip` | `3` | Consecutive passes before skipping review |
| `verify_command` | `null` | Optional command to verify changes |
| `workflow_max_concurrency` | `5` | Max parallel sub-agents in workflows |
| `session_archive_enabled` | `true` | Auto-archive completed sessions |
---
## Installation
### Prerequisites
- **Rust** 2021 edition toolchain ([rustup](https://rustup.rs/))
### Build from Source
```bash
git clone <repository-url>
cd zesdex
cargo build --release
./target/release/zesdex
```
---
## Development
### Commit Convention
Project ini menggunakan **Conventional Commits** untuk otomatis menentukan versi rilis (melalui semantic-release).
Format:
```
<type>(<scope>): <description>
[optional body]
[optional footer]
```
**`<type>` — menentukan bump version:**
| Type | Bump | Keterangan |
|-------------|---------|-------------------------------------------|
| `feat` | minor | Fitur baru |
| `fix` | patch | Perbaikan bug |
| `chore` | patch | Tugas maintenance, refactor ringan |
| `docs` | patch | Perubahan dokumentasi |
| `refactor` | patch | Refactor kode (tanpa perubahan fungsional)|
| `test` | patch | Penambahan atau perbaikan test |
| `style` | patch | Perubahan formatting, whitespace, dll |
| `perf` | patch | Optimasi performa |
| `ci` | patch | Perubahan CI/CD |
**`BREAKING CHANGE`** pada body commit → **major** (apa pun typenya).
Contoh:
```
feat(agent): add workspace-aware file search
Implement context-aware search scoped to current workspace directory.
BREAKING CHANGE: search results now filter by workspace scope.
```
```
fix(ipc): handle partial frame on unix socket reconnect
```
```
chore: update rustls to 0.23
```
### Release Workflow
Push ke branch `main` akan memicu:
1. **CI** — `cargo build --release` + `cargo test`
2. **Semantic Release** — analisis commit → update `Cargo.toml` + `CHANGELOG.md` → git tag → GitHub Release dengan binary
---
## License
See [LICENSE](LICENSE) for details.