mirror of https://github.com/aliasrobotics/cai.git
docs: align REPL reference with current commands and navigation (#435)
Remove council page and nav; drop obsolete slash commands from docs (/config, /context, /platform, /kill, /model-show); document /env, /model show, and CLI examples. Update README, MkDocs, and PRO pages for usage visibility.
This commit is contained in:
Yahya Hajji
GitHub
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commit
87cc46f46f
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README.md
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README.md
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@ -1118,41 +1118,21 @@ Use ```/agent``` to list all the agents available.
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<details>
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<summary> Where can I list all the environment variables? /config </summary>
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<summary> Where can I list all the environment variables? /env </summary>
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</details>
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<details>
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<summary> How can I monitor context usage and token consumption? /context or /ctx 🚀 CAI PRO </summary>
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<summary> How can I monitor token usage and costs? </summary>
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> **⚡ CAI PRO Exclusive Feature**
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> The `/context` command is available exclusively in **[CAI PRO](https://aliasrobotics.com/cybersecurityai.php)**. To access this feature and unlock advanced monitoring capabilities, visit [Alias Robotics](https://aliasrobotics.com/cybersecurityai.php) for more information.
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Use ```/context``` (or the short form ```/ctx```) to view your current context window usage and token statistics.
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This command displays:
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- Total context usage (used tokens / max tokens) with percentage
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- Visual grid representation with the CAI logo showing filled context
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- Detailed breakdown by category:
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- System prompt tokens
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- Tool definitions tokens
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- Memory/RAG tokens
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- User prompts tokens
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- Assistant responses tokens
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- Tool calls tokens
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- Tool results tokens
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- Free space available
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**Why this matters**: Different models have different context limits (e.g., GPT-4: 128k tokens, Claude: 200k tokens). Monitoring your context usage helps you avoid hitting these limits during long conversations, which could cause errors or require conversation truncation.
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Use **`/cost`** in the REPL for session spend and token statistics, **`/compact`** when conversations grow long, and (in **TUI** mode) the per-terminal cost and model indicators in the UI.
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```bash
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# Show context usage
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/context
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# Or use the short form
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/ctx
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CAI> /cost
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```
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See the [CLI commands reference](docs/cli/commands_reference.md) for the full command list.
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</details>
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<details>
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@ -10,7 +10,7 @@ cai --api --api-host 0.0.0.0 --api-port 8080
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# the next free port and prints it in the console.
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```
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CLI flags and environment variables:
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CLI flags and environment variables (API subset):
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| Flag | Env | Description |
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| --- | --- | --- |
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@ -20,6 +20,8 @@ CLI flags and environment variables:
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| `--api-reload` | `CAI_API_RELOAD` | Dev autoreload. |
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| `--api-workers` | `CAI_API_WORKERS` | Worker processes (ignored with reload). |
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For **all** `cai` binary flags (`--tui`, `--resume`, `--yaml`, `--version`, …), see the single source of truth: [CLI commands reference — Binary `cai` CLI flags](cli/commands_reference.md#binary-cai-cli-flags).
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Interactive docs at `/api/docs` and OpenAPI spec at `/api/openapi.json`.
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### Authentication
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@ -1,446 +1,13 @@
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# CAI REPL Commands
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# CAI commands (hub)
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This document provides documentation for all commands available in the CAI (Context-Aware Interface) REPL system.
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The **canonical** command reference (binary flags and REPL slash commands) lives here:
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## Base Command System (`base.py`)
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- **[CLI commands reference](../../cli/commands_reference.md)** — use this for day-to-day lookup and GitHub Pages.
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TUI-specific routing and shortcuts:
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- **[TUI commands reference](../../tui/commands_reference.md)**
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---
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## Core Commands
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### **Agent Management (`agent.py`)**
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### **AgentCommand**
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- **Command**: `/agent`
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- **Purpose**: Managing and switching between different AI agents
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- **Features**:
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- List available agents
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- Switch between agents
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- Display agent information
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- Visualize agent interaction graphs
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### **Configuration Management (`config.py`)**
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### **ConfigCommand**
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- **Command**: `/config`
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- **Purpose**: Display and configure environment variables
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- **Features**:
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- Show current environment variable settings
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- Configure CTF (Capture The Flag) variables
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- Manage configuration through environment variables
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### **Context Usage Monitoring (`context.py`)** 🚀 **CAI PRO Exclusive**
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### **ContextCommand**
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> **⚡ CAI PRO Exclusive Feature**
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> The `/context` command is available exclusively in **[CAI PRO](https://aliasrobotics.com/cybersecurityai.php)**. To access this feature and unlock advanced monitoring capabilities, visit [Alias Robotics](https://aliasrobotics.com/cybersecurityai.php) for more information.
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- **Command**: `/context` or `/ctx`
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- **Purpose**: View context usage and token statistics for the current conversation
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- **Features**:
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- Display total context usage (used/max tokens) with percentage
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- Visual grid representation of context usage with CAI logo
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- Detailed breakdown by category:
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- System prompt tokens
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- Tool definitions tokens
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- Memory/RAG tokens
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- User prompts tokens
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- Assistant responses tokens
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- Tool calls tokens
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- Tool results tokens
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- Free space visualization
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- Context usage tracking across conversation history
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- Real-time token consumption monitoring
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- **Usage Example**:
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```bash
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# Show context usage for current agent
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/context
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# Alternative short form
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/ctx
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```
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- **Output Includes**:
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- Visual grid showing filled vs free context space
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- Percentage breakdown per category
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- Token counts formatted with 'k' suffix for thousands
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- Color-coded categories for easy identification
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- Summary of total input tokens from last iteration
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### **Cost Tracking (`cost.py`)**
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### **CostCommand**
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- **Command**: `/cost`
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- **Purpose**: View usage costs and statistics
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- **Features**:
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- Display current session costs
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- Show cost breakdowns by model
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- Track usage over time
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- Cost statistics and reporting
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### **Exit (`exit.py`)**
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### **ExitCommand**
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- **Command**: `/exit`
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- **Purpose**: Terminate the CAI REPL session
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- **Features**:
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- Clean shutdown of the REPL
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- Save current session data
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- Cleanup background processes
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### **Help System (`help.py`)**
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### **HelpCommand**
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- **Command**: `/help` or `/?`
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- **Purpose**: Display help information and command documentation
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- **Features**:
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- List available commands
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- Show command usage
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- Display command aliases
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- Provide help for specific commands
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### **History Management (`history.py`)**
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### **HistoryCommand**
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- **Command**: `/history`
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- **Purpose**: Display conversation history with agent filtering
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- **Features**:
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- Show conversation history
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- Filter by specific agents
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- Display message tree structure
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- Export history functionality
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---
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## Data Management Commands
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### **Compact Conversation (`compact.py`)**
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### **CompactCommand**
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- **Command**: `/compact`
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- **Purpose**: Compact current conversation and manage model/prompt settings
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- **Features**:
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- Reduce conversation context size
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- Change model during compaction
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- Modify prompt settings
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- Maintain conversation flow while reducing tokens
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### **Environment Display (`env.py`)**
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### **EnvCommand**
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- **Command**: `/env`
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- **Purpose**: Display current environment variables
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- **Features**:
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- Show all environment variables
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- Filter by variable patterns
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- Display CAI-specific environment settings
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### **Load Data (`load.py`)**
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### **LoadCommand**
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- **Command**: `/load`
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- **Purpose**: Load JSONL data into the current session context
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- **Features**:
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- Load conversation history from files
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- Import external data
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- Integrate with parallel configurations
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- Support for various data formats
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### **Memory Management (`memory.py`)**
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### **MemoryCommand**
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- **Command**: `/memory`
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- **Purpose**: Manage persistent memory storage in `.cai/memory`
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- **Features**:
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- Store conversation context persistently
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- Apply memory to current context
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- Manage memory entries
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- Persistent storage across sessions
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### **Flush History (`flush.py`)**
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### **FlushCommand**
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- **Command**: `/flush`
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- **Purpose**: Clear conversation history
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- **Features**:
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- Clear current conversation
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- Reset agent contexts
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- Clean up memory
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- Start fresh conversation
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---
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## Model Management Commands
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### **Model Configuration (`model.py`)**
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### **ModelCommand**
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- **Command**: `/model`
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- **Purpose**: View and change the current LLM model
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- **Features**:
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- Switch between different models
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- Display model information
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- Configure model parameters
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- Support for LiteLLM and Ollama
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### **ModelShowCommand**
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- **Command**: `/model-show`
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- **Purpose**: Show all available models from LiteLLM repository
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- **Features**:
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- List all available models
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- Display model categories
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- Show model capabilities
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- Filter by provider
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---
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## Advanced Features
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### **Graph Visualization (`graph.py`)**
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### **GraphCommand**
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- **Command**: `/graph`
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- **Purpose**: Visualize agent interaction graphs
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- **Features**:
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- Display directed graph of conversations
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- Show user and agent interactions
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- Highlight tool calls
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- Visualize conversation flow
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### **Parallel Execution (`parallel.py`)**
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### **ParallelCommand**
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- **Command**: `/parallel`
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- **Purpose**: Configure and run parallel agent workflows with isolated contexts
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- **Features**:
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- Add/remove/list parallel agents
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- Queue prompts per agent or broadcast to all agents
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- Execute queued prompts with `/parallel run`
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- Merge results back into the main context
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- Exit parallel mode with or without merge
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### **Queue Management (`queue.py`)**
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### **QueueCommand**
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- **Command**: `/queue`
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- **Purpose**: Manage sequential prompt queue independently from parallel mode
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- **Features**:
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- Add prompts to queue
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- List queued prompts
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- Run queued prompts sequentially
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- Clear queue safely
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### **Merge Histories (`merge.py`)**
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### **MergeCommand**
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- **Command**: `/merge`
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- **Purpose**: Merge parallel agent contexts into main context and exit parallel mode
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- **Features**:
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- Combine histories from multiple agents
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- Integrate parallel conversation results into the current main thread
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- Automatically leave parallel mode after successful merge
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---
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## Integration Commands
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### **MCP Integration (`mcp.py`)**
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### **MCPCommand**
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- **Command**: `/mcp`
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- **Purpose**: Manage MCP (Model Context Protocol) servers and their tools
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- **Features**:
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- Load SSE MCP servers
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- Load STDIO MCP servers
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- List active MCP connections
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- Add MCP tools to agents
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- Manage MCP server lifecycle
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### **Platform Features (`platform.py`)**
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### **PlatformCommand**
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- **Command**: `/platform`
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- **Purpose**: Interact with platform-specific features
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- **Features**:
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- Access platform extensions
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- Platform-specific integrations
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- Check platform availability
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---
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## System Management Commands
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### **Process Management (`kill.py`)**
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### **KillCommand**
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- **Command**: `/kill`
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- **Purpose**: Terminate active processes or sessions
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- **Features**:
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- Kill background processes
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- Terminate stuck sessions
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- Process cleanup
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### **Shell Access (`shell.py`)**
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### **ShellCommand**
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- **Command**: `/shell`
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- **Purpose**: Execute shell commands from within the REPL
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- **Features**:
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- Run system commands
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- Access workspace directory
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- Container workspace support
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- Signal handling for processes
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### **Virtualization (`virtualization.py`)**
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### **VirtualizationCommand**
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- **Command**: `/virtualization` or `/virt`
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- **Purpose**: Manage Docker-based virtualization environments
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- **Features**:
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- Set up Docker containers
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- Manage container lifecycle
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- Workspace virtualization
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- Environment isolation
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### **Workspace Management (`workspace.py`)**
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### **WorkspaceCommand**
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- **Command**: `/workspace` or `/ws`
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- **Purpose**: Manage workspace within Docker containers or locally
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- **Features**:
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- Navigate workspace directories
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- Mount external directories
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- Container workspace management
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- File system operations
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### **Quickstart (`quickstart.py`)**
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### **QuickstartCommand**
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- **Command**: `/quickstart`
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- **Purpose**: Display setup information for new users
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- **Features**:
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- Essential setup guidance
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- Configuration instructions
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- Getting started tutorial
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- Auto-runs on first launch
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---
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## Utility Commands
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### **Command Completion (`completer.py`)**
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### **FuzzyCommandCompleter**
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- **Purpose**: Intelligent command completion with fuzzy matching
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- **Features**:
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- Command auto-completion
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- Fuzzy matching for typos
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- Subcommand suggestions
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- Argument completion
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- Command shadowing detection
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---
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## Usage Examples
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### Basic Workflow
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```bash
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# Start CAI REPL
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cai
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# View available agents
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/agent list
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# Switch to a specific agent
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/agent switch <agent_name>
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# View conversation history
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/history
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# Change model
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/model gpt-4
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# Clear conversation
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/flush
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# Exit
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/exit
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```
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### Advanced Features
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```bash
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# Set up parallel execution
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/parallel add red_teamer
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/parallel add network_traffic_analyzer
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# Add prompts (per agent or all)
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/parallel prompt all "Scan 192.168.1.0/24"
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# Execute in parallel
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/parallel run
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# Merge all parallel contexts into main context and exit parallel mode
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/merge
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# Optional: exit without merging contexts
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/parallel clear
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```
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### Integration Examples
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```bash
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# Load MCP server
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/mcp load http://localhost:9876/sse burp
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# Add MCP tools to agent
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/mcp add-to-agent <agent_name> burp
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# Set up virtualized environment
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/virtualization create ubuntu:latest
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/workspace /path/to/project
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```
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|
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---
|
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|
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## Command Registration
|
||||
|
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All commands are automatically registered when their respective modules are imported through the `__init__.py` file. The command system uses a registry pattern to track all available commands and their aliases.
|
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|
||||
---
|
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|
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## File Structure
|
||||
|
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```
|
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src/cai/repl/commands/
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├── __init__.py # Module exports and imports
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├── base.py # Base command class
|
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├── agent.py # Agent management
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├── compact.py # Conversation compaction
|
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├── completer.py # Command completion
|
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├── config.py # Configuration management
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├── cost.py # Cost tracking
|
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├── env.py # Environment variables
|
||||
├── exit.py # REPL exit
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├── flush.py # History clearing
|
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├── graph.py # Graph visualization
|
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├── help.py # Help system
|
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├── history.py # History management
|
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├── kill.py # Process management
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├── load.py # Data loading
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├── mcp.py # MCP integration
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├── memory.py # Memory management
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├── merge.py # History merging
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├── model.py # Model management
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├── parallel.py # Parallel execution
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├── platform.py # Platform features
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├── quickstart.py # User onboarding
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├── run.py # Parallel execution trigger
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├── shell.py # Shell access
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├── virtualization.py # Container management
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└── workspace.py # Workspace management
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```
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|
||||
---
|
||||
|
||||
## Extending the Command System
|
||||
|
||||
To add new commands:
|
||||
|
||||
1. Create a new Python file in `src/cai/repl/commands/`
|
||||
2. Import the base `Command` class from `base.py`
|
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3. Extend the `Command` class with your implementation
|
||||
4. Use the `register_command` decorator or function
|
||||
5. Add the import to `__init__.py`
|
||||
|
||||
Example:
|
||||
```python
|
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from cai.repl.commands.base import Command, register_command
|
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|
||||
class MyCommand(Command):
|
||||
def __init__(self):
|
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super().__init__(
|
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name="/mycommand",
|
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description="My custom command",
|
||||
aliases=["/my", "/mc"]
|
||||
)
|
||||
|
||||
def execute(self, args):
|
||||
# Command implementation
|
||||
pass
|
||||
|
||||
register_command(MyCommand())
|
||||
```
|
||||
|
||||
*This hub replaces the long per-file command list to avoid drift; the CLI reference is updated with each framework release.*
|
||||
|
|
|
|||
|
|
@ -16,7 +16,7 @@ The OPENAI_API_KEY must not be left blank. It should contain either "sk-123" (as
|
|||
|
||||
For a complete reference organized by use case, see [Environment Variables Reference](../../environment_variables.md).
|
||||
|
||||
**In the REPL:** `/config` (or `/config list`) shows variables with **current values** and index numbers. **`/help`** includes the **full environment reference** (tables) after the quick guide; **`/help var NAME`** opens **long-form** help for a single variable. See also [Environment Variables — Discovering variables in the REPL](../../environment_variables.md#discovering-variables-in-the-repl).
|
||||
**In the REPL:** `/env list` shows the catalog with **current values** and index numbers; bare `/env` shows `CAI_*` / `CTF_*` in this session. **`/help`** includes the **full environment reference** (tables) after the quick guide; **`/help var NAME`** opens **long-form** help for a single variable. See also [Environment Variables — Discovering variables in the REPL](../../environment_variables.md#discovering-variables-in-the-repl).
|
||||
|
||||
| Variable | Description | Default |
|
||||
|----------|-------------|---------|
|
||||
|
|
|
|||
|
|
@ -84,9 +84,9 @@
|
|||
|
||||
|
||||
|
||||
??? question "Where can I list all the environment variables? /config"
|
||||
??? question "Where can I list all the environment variables? /env"
|
||||
|
||||
Use **`/config`** (or **`/config list`**) to see all variables with **current values** and index numbers for `/config set`.
|
||||
Use **`/env list`** to see the full catalog with **current values** and index numbers for **`/env set`**. Bare **`/env`** shows only `CAI_*` / `CTF_*` keys in the current session.
|
||||
|
||||
For **full documentation tables** (defaults, constraints, when each applies), run **`/help`** and scroll past the quick guide, or **`/help topics`** and read to the end. For **one variable** in depth, use **`/help var VARIABLE_NAME`** (e.g. `/help var CAI_DEBUG`).
|
||||
|
||||
|
|
|
|||
113
docs/cai_pro.md
113
docs/cai_pro.md
|
|
@ -19,39 +19,41 @@ The cybersecurity AI landscape is rapidly evolving, and professionals need tools
|
|||
- **🇪🇺 European Hosting**: GDPR and NIS2 compliant infrastructure ensuring maximum privacy and data sovereignty
|
||||
- **💬 Professional Support**: Dedicated technical support to help you maximize your security testing capabilities
|
||||
- **📱 Mobile UI (iOS)**: Native iOS app for security testing on the go - **[Join TestFlight Beta](https://testflight.apple.com/join/nXZZD4Z5)**
|
||||
- **⚡ Advanced Features**: Terminal UI (deprecated), context monitoring, and exclusive tools not available in the Community Edition
|
||||
- **⚡ Advanced Features**: Terminal UI (CLI recommended), usage and cost tooling (`/cost`, compaction), and exclusive tools not available in the Community Edition
|
||||
|
||||
---
|
||||
|
||||
## CAI FREE vs CAI PRO
|
||||
|
||||
<div class="comparison-table" markdown>
|
||||
|
||||
| Feature | CAI FREE | CAI PRO |
|
||||
|---------|-------------------|---------|
|
||||
| **Core Framework** | ✅ Access, ~6-months behind | ✅ Full Access |
|
||||
| **300+ AI Models** | ✅ BYO API Keys | ✅ BYO API Keys |
|
||||
| **Built-in Security Tools** | ✅ Full Suite | ✅ Full Suite |
|
||||
| **Agent Patterns** | ✅ All Patterns | ✅ All Patterns |
|
||||
| **Command Line Interface** | ✅ Yes | ✅ Yes |
|
||||
| **European Data Hosting** | ✅ **GDPR + NIS2 Compliant** | ✅ **GDPR + NIS2 Compliant** |
|
||||
| **`alias1` Model** | ❌ Not Available | ✅ **Unlimited Tokens** |
|
||||
| **Mobile UI (iOS App)** | ❌ | ✅ **Native iOS App** - [TestFlight](https://testflight.apple.com/join/nXZZD4Z5) |
|
||||
| **Terminal User Interface (TUI)** | ❌ | ✅ Multi-terminal (Deprecated) |
|
||||
| **Context Monitoring (`/context`)** | ❌ | ✅ Real-time token tracking |
|
||||
| **Advanced Reporting** | ❌ | ✅ Professional formats |
|
||||
| **Priority Support** | ❌ Community | ✅ **Professional** |
|
||||
| **Commercial Use License** | ❌ Research Only | ✅ **Full Commercial** |
|
||||
| **Custom Extensions** | ❌ | ✅ Available on request |
|
||||
| **Pricing** | **Free** (Research) | **€350/month** |
|
||||
|
||||
</div>
|
||||
|
||||
| Feature | CAI FREE | CAI PRO |
|
||||
| ----------------------------------- | --------------------------- | ------------------------------------------------------------------------------- |
|
||||
| **Core Framework** | ✅ Access, ~6-months behind | ✅ Full Access |
|
||||
| **300+ AI Models** | ✅ BYO API Keys | ✅ BYO API Keys |
|
||||
| **Built-in Security Tools** | ✅ Full Suite | ✅ Full Suite |
|
||||
| **Agent Patterns** | ✅ All Patterns | ✅ All Patterns |
|
||||
| **Command Line Interface** | ✅ Yes | ✅ Yes |
|
||||
| **European Data Hosting** | ✅ **GDPR + NIS2 Compliant** | ✅ **GDPR + NIS2 Compliant** |
|
||||
| `**alias1` Model** | ❌ Not Available | ✅ **Unlimited Tokens** |
|
||||
| **Mobile UI (iOS App)** | ❌ | ✅ **Native iOS App** - [TestFlight](https://testflight.apple.com/join/nXZZD4Z5) |
|
||||
| **Terminal User Interface (TUI)** | ❌ | ✅ Multi-terminal (Deprecated) |
|
||||
| **Usage & cost visibility** | ❌ | ✅ `/cost`, TUI cost panels, reporting workflows |
|
||||
| **Advanced Reporting** | ❌ | ✅ Professional formats |
|
||||
| **Priority Support** | ❌ Community | ✅ **Professional** |
|
||||
| **Commercial Use License** | ❌ Research Only | ✅ **Full Commercial** |
|
||||
| **Custom Extensions** | ❌ | ✅ Available on request |
|
||||
| **Pricing** | **Free** (Research) | **€350/month** |
|
||||
|
||||
|
||||
|
||||
|
||||
---
|
||||
|
||||
## The `alias1` Model
|
||||
|
||||
<div class="highlight-box" markdown>
|
||||
|
||||
|
||||
### 🏆 **Beats GPT-5 in Cybersecurity Benchmarks**
|
||||
|
||||
|
|
@ -63,11 +65,12 @@ The `alias1` model is our flagship cybersecurity AI, specifically trained for:
|
|||
- **Zero Refusals**: No ethical restrictions for authorized security testing
|
||||
|
||||
**Performance Highlights:**
|
||||
|
||||
- Outperforms GPT-5 in AI vs AI cybersecurity benchmarks
|
||||
- 500B-parameter architecture optimized for security workflows
|
||||
- Unrestricted responses for authorized pentesting engagements
|
||||
|
||||
</div>
|
||||
|
||||
|
||||
[View Full Benchmarks →](https://aliasrobotics.com/alias1.php#benchmarking)
|
||||
|
||||
|
|
@ -75,20 +78,16 @@ The `alias1` model is our flagship cybersecurity AI, specifically trained for:
|
|||
|
||||
The performance of `alias1` and the CAI framework is validated through rigorous peer-reviewed research:
|
||||
|
||||
- 📊 [**CAIBench: Cybersecurity AI Benchmark**](https://arxiv.org/pdf/2510.24317) (2025)
|
||||
Modular meta-benchmark framework for evaluating LLM models across offensive and defensive cybersecurity domains. `alias1` demonstrates superior performance compared to general-purpose models.
|
||||
|
||||
- 🎯 [**Evaluating Agentic Cybersecurity in Attack/Defense CTFs**](https://arxiv.org/pdf/2510.17521) (2025)
|
||||
Real-world evaluation showing defensive agents achieved 54.3% patching success versus 28.3% offensive initial access. Validates practical effectiveness of CAI agents in live CTF environments.
|
||||
|
||||
- 🚀 [**Cybersecurity AI (CAI) Framework**](https://arxiv.org/pdf/2504.06017) (2025)
|
||||
Core framework paper demonstrating that CAI outperforms humans by up to **3,600× in specific security testing scenarios**, establishing a new standard for automated security assessment.
|
||||
|
||||
- 🛡️ [**Hacking the AI Hackers via Prompt Injection**](https://arxiv.org/pdf/2508.21669) (2025)
|
||||
Demonstrates four-layer guardrail defenses against prompt injection attacks, ensuring `alias1` remains secure even when processing adversarial inputs.
|
||||
|
||||
- 📚 [**CAI Fluency: Educational Framework**](https://arxiv.org/pdf/2508.13588) (2025)
|
||||
Comprehensive educational platform for democratizing cybersecurity AI knowledge and best practices.
|
||||
- 📊 **[CAIBench: Cybersecurity AI Benchmark](https://arxiv.org/pdf/2510.24317)** (2025)
|
||||
Modular meta-benchmark framework for evaluating LLM models across offensive and defensive cybersecurity domains. `alias1` demonstrates superior performance compared to general-purpose models.
|
||||
- 🎯 **[Evaluating Agentic Cybersecurity in Attack/Defense CTFs](https://arxiv.org/pdf/2510.17521)** (2025)
|
||||
Real-world evaluation showing defensive agents achieved 54.3% patching success versus 28.3% offensive initial access. Validates practical effectiveness of CAI agents in live CTF environments.
|
||||
- 🚀 **[Cybersecurity AI (CAI) Framework](https://arxiv.org/pdf/2504.06017)** (2025)
|
||||
Core framework paper demonstrating that CAI outperforms humans by up to **3,600× in specific security testing scenarios**, establishing a new standard for automated security assessment.
|
||||
- 🛡️ **[Hacking the AI Hackers via Prompt Injection](https://arxiv.org/pdf/2508.21669)** (2025)
|
||||
Demonstrates four-layer guardrail defenses against prompt injection attacks, ensuring `alias1` remains secure even when processing adversarial inputs.
|
||||
- 📚 **[CAI Fluency: Educational Framework](https://arxiv.org/pdf/2508.13588)** (2025)
|
||||
Comprehensive educational platform for democratizing cybersecurity AI knowledge and best practices.
|
||||
|
||||
**Explore all research:** [Alias Robotics Research Library](https://aliasrobotics.com/research-security.php#papers) (24+ peer-reviewed publications)
|
||||
|
||||
|
|
@ -128,12 +127,14 @@ Building and maintaining CAI is resource-intensive. CAI PRO enables us to:
|
|||
### Fair Pricing
|
||||
|
||||
**€350/month** provides:
|
||||
|
||||
- **Unlimited `alias1` tokens** (compare: OpenAI GPT-4o costs ~$2.50 per 1M tokens)
|
||||
- **Professional support** (compare: enterprise support typically $1000+/month)
|
||||
- **Privacy guarantees** (priceless for security professionals)
|
||||
- **Commercial license** (required for security consulting businesses)
|
||||
|
||||
Most security professionals already pay similar or higher amounts for:
|
||||
|
||||
- **Burp Suite Professional**: $449/year ($37/month)
|
||||
- **ChatGPT Plus/Pro**: $20-200/month (with severe restrictions)
|
||||
- **Other AI security tools**: $500-2000/month (closed-source, inferior models)
|
||||
|
|
@ -155,16 +156,9 @@ Run multiple agents in parallel with an intuitive multi-terminal interface:
|
|||
|
||||
[TUI Documentation →](tui/tui_index.md)
|
||||
|
||||
### 📊 Context Monitoring (`/context`)
|
||||
### 📊 Usage and long threads
|
||||
|
||||
Track token usage and optimize your conversations:
|
||||
|
||||
- **Real-time Tracking**: Monitor context window consumption as you work
|
||||
- **Category Breakdown**: See tokens by system, tools, memory, and messages
|
||||
- **Visual Grid**: CAI logo-based visualization of context utilization
|
||||
- **Optimization Insights**: Understand when to compact or clear history
|
||||
|
||||
[Context Command Docs →](cai/getting-started/commands.md#context-usage-monitoring-contextpy-cai-pro-exclusive)
|
||||
Track spend with **`/cost`**, use **`/compact`** when conversations grow large, and use the **TUI** cost/model indicators for per-terminal visibility.
|
||||
|
||||
### 📝 Advanced Reporting
|
||||
|
||||
|
|
@ -205,11 +199,13 @@ CAI_GUARDRAILS=true
|
|||
### 3. Launch CAI PRO
|
||||
|
||||
#### CLI Mode (Standard)
|
||||
|
||||
```bash
|
||||
cai
|
||||
```
|
||||
|
||||
#### TUI Mode (Multi-terminal)
|
||||
|
||||
```bash
|
||||
cai --tui
|
||||
```
|
||||
|
|
@ -222,10 +218,10 @@ Check that you're using CAI PRO features:
|
|||
CAI> /model
|
||||
# Should show alias1 is available
|
||||
|
||||
CAI> /context
|
||||
# Should display context usage
|
||||
CAI> /cost
|
||||
# Should display session usage / costs
|
||||
|
||||
CAI> --tui
|
||||
cai --tui
|
||||
# Should launch multi-terminal interface
|
||||
```
|
||||
|
||||
|
|
@ -237,7 +233,7 @@ CAI> --tui
|
|||
|
||||
**CAI PRO subscribers receive:**
|
||||
|
||||
- **Email Support**: research@aliasrobotics.com (48-hour response SLA)
|
||||
- **Email Support**: [research@aliasrobotics.com](mailto:research@aliasrobotics.com) (48-hour response SLA)
|
||||
- **Priority Discord**: Exclusive #pro-support channel
|
||||
- **Quarterly Strategy Calls**: Discuss roadmap and feature requests
|
||||
- **Custom Development**: Request tailored agents and extensions
|
||||
|
|
@ -246,7 +242,7 @@ CAI> --tui
|
|||
|
||||
- **[TUI Guide](tui/tui_index.md)**: Complete Terminal UI documentation
|
||||
- **[Agent Reference](agents.md)**: All available agents and configurations
|
||||
- **[Command Reference](cai/getting-started/commands.md)**: Full CLI/TUI command list
|
||||
- **[Command Reference](cli/commands_reference.md)**: Full CLI/TUI command list
|
||||
- **[Benchmarks](cai_benchmark.md)**: Performance data and comparisons
|
||||
|
||||
### Community Resources
|
||||
|
|
@ -276,7 +272,8 @@ No. The Community Edition license restricts use to research and educational purp
|
|||
|
||||
### Do you offer team/enterprise pricing?
|
||||
|
||||
Yes! Contact research@aliasrobotics.com for:
|
||||
Yes! Contact [research@aliasrobotics.com](mailto:research@aliasrobotics.com) for:
|
||||
|
||||
- **Team plans** (5+ users): Volume discounts
|
||||
- **Enterprise plans** (20+ users): Custom pricing, on-premise deployment
|
||||
- **Academic licenses**: Special rates for universities and research institutions
|
||||
|
|
@ -284,6 +281,7 @@ Yes! Contact research@aliasrobotics.com for:
|
|||
### Is my security testing data private?
|
||||
|
||||
**Absolutely.** CAI PRO guarantees:
|
||||
|
||||
- **No training on your data**: Your pentesting activities never improve our models (unless you explicitly opt in)
|
||||
- **European hosting**: All data processed in GDPR-compliant datacenters
|
||||
- **No third-party sharing**: Unlike OpenAI/Anthropic, we never send your data elsewhere
|
||||
|
|
@ -292,6 +290,7 @@ Yes! Contact research@aliasrobotics.com for:
|
|||
### Can I switch between models?
|
||||
|
||||
Yes! CAI PRO includes:
|
||||
|
||||
- **Unlimited `alias1` tokens** (your PRO model)
|
||||
- **BYO API keys**: Continue using OpenAI, Anthropic, etc. with your own keys
|
||||
- **Mix and match**: Use `alias1` for exploitation, GPT-4 for reporting, etc.
|
||||
|
|
@ -299,6 +298,7 @@ Yes! CAI PRO includes:
|
|||
### What if alias1 refuses a query?
|
||||
|
||||
`alias1` has **zero refusals** for authorized security testing. If you encounter issues:
|
||||
|
||||
1. Ensure your prompt includes security context (e.g., "authorized pentest of...")
|
||||
2. Check your `CAI_GUARDRAILS` setting (may block malicious patterns)
|
||||
3. Contact support—we'll investigate immediately
|
||||
|
|
@ -309,13 +309,13 @@ Yes! CAI PRO includes:
|
|||
|
||||
**Transform your security testing workflow with CAI PRO.**
|
||||
|
||||
<div class="cta-box" markdown>
|
||||
|
||||
|
||||
### 🚀 **Ready to Upgrade?**
|
||||
|
||||
- ✅ Unlimited `alias1` access
|
||||
- ✅ Terminal UI with parallel agents
|
||||
- ✅ Context monitoring and optimization
|
||||
- ✅ Usage and cost visibility (`/cost`, compaction, TUI)
|
||||
- ✅ Professional support
|
||||
- ✅ European data privacy
|
||||
- ✅ Commercial use license
|
||||
|
|
@ -324,11 +324,8 @@ Yes! CAI PRO includes:
|
|||
|
||||
**[Get CAI PRO →](https://aliasrobotics.com/cybersecurityai.php)**
|
||||
|
||||
</div>
|
||||
|
||||
|
||||
---
|
||||
|
||||
<small>
|
||||
*Have questions? Contact research@aliasrobotics.com*
|
||||
*Need a quote for your organization? [Request enterprise pricing →](mailto:research@aliasrobotics.com?subject=CAI%20PRO%20Enterprise%20Inquiry)*
|
||||
</small>
|
||||
*Have questions? Contact research@aliasrobotics.com* *Need a quote for your organization? [Request enterprise pricing →](mailto:research@aliasrobotics.com?subject=CAI%20PRO%20Enterprise%20Inquiry)*
|
||||
|
|
@ -14,7 +14,7 @@
|
|||
|------------|----------|---------|
|
||||
| **🤖 Alias1 Model** | ❌ | ✅ **Unlimited Tokens** |
|
||||
| **🖥️ Terminal UI (TUI)** | ❌ | ✅ Multi-terminal parallel execution |
|
||||
| **📊 Context Monitoring** | ❌ | ✅ Real-time token tracking |
|
||||
| **📊 Usage / cost** | ❌ | ✅ `/cost`, TUI cost panels |
|
||||
| **⚡ Multi-Agent Swarms** | ❌ | ✅ 100+ parallel agents |
|
||||
| **💬 Professional Support** | ❌ Community | ✅ Priority (48h SLA) |
|
||||
| **🇪🇺 European Hosting** | ✅ GDPR + NIS2 | ✅ GDPR + NIS2 |
|
||||
|
|
@ -59,7 +59,7 @@
|
|||
|
||||
#### Keyboard Control
|
||||
- **Vim-style shortcuts**: Navigate without touching your mouse
|
||||
- **Quick commands**: `/agent`, `/model`, `/context`, `/parallel`
|
||||
- **Quick commands**: `/agent`, `/model`, `/parallel`, `/cost`
|
||||
- **Terminal switching**: `Ctrl+N`/`Ctrl+B` for rapid navigation
|
||||
|
||||
#### Real-Time Stats
|
||||
|
|
@ -83,29 +83,7 @@
|
|||
|
||||
---
|
||||
|
||||
## 3. Context Monitoring (`/context`)
|
||||
|
||||
### Optimize Your Conversations
|
||||
|
||||
Track token usage and stay within model limits with real-time context monitoring.
|
||||
|
||||
### Features
|
||||
|
||||
- **Real-time tracking**: Monitor context window consumption as you work
|
||||
- **Category breakdown**: Tokens by system, tools, memory, and messages
|
||||
- **Visual indicators**: Color-coded utilization levels
|
||||
- **Optimization insights**: Know when to compact or clear history
|
||||
|
||||
### Use Cases
|
||||
|
||||
- **Long conversations**: Avoid hitting context limits mid-session
|
||||
- **Cost optimization**: Understand where tokens are consumed
|
||||
- **Memory management**: Balance RAG memory vs conversation space
|
||||
- **Multi-terminal coordination**: Track context across parallel agents
|
||||
|
||||
---
|
||||
|
||||
## 4. Parallel Agent Swarms
|
||||
## 3. Parallel Agent Swarms
|
||||
|
||||
### 100+ Concurrent Agents
|
||||
|
||||
|
|
@ -148,7 +126,7 @@ Chain agents for complex operations:
|
|||
|
||||
---
|
||||
|
||||
## 5. Professional Support
|
||||
## 4. Professional Support
|
||||
|
||||
### Priority Technical Assistance
|
||||
|
||||
|
|
@ -181,7 +159,7 @@ Request tailored solutions:
|
|||
|
||||
---
|
||||
|
||||
## 6. European Data Sovereignty
|
||||
## 5. European Data Sovereignty
|
||||
|
||||
### GDPR & NIS2 Compliant by Design
|
||||
|
||||
|
|
@ -207,7 +185,7 @@ Your security testing data never leaves Europe.
|
|||
|
||||
---
|
||||
|
||||
## 7. Advanced Reporting
|
||||
## 6. Advanced Reporting
|
||||
|
||||
### Professional Security Reports
|
||||
|
||||
|
|
@ -242,7 +220,7 @@ Generate compliance-ready reports automatically.
|
|||
|
||||
---
|
||||
|
||||
## 8. Four-Layer Guardrails
|
||||
## 7. Four-Layer Guardrails
|
||||
|
||||
### Advanced Security Protection
|
||||
|
||||
|
|
@ -274,7 +252,7 @@ CAI PRO includes enterprise-grade guardrails against adversarial attacks.
|
|||
|
||||
---
|
||||
|
||||
## 9. Commercial Use License
|
||||
## 8. Commercial Use License
|
||||
|
||||
### Unrestricted Business Use
|
||||
|
||||
|
|
@ -302,7 +280,7 @@ CAI PRO includes full commercial licensing for professional security services.
|
|||
|
||||
---
|
||||
|
||||
## 10. Custom Extensions
|
||||
## 9. Custom Extensions
|
||||
|
||||
### Tailored Solutions for Your Organization
|
||||
|
||||
|
|
@ -344,7 +322,7 @@ Work with the CAI team to develop specialized capabilities.
|
|||
| **300+ Models** | ✅ BYO Keys | ✅ BYO Keys | ✅ BYO Keys + Private |
|
||||
| **Alias1 Tokens** | ❌ | ✅ Unlimited | ✅ Unlimited + On-prem |
|
||||
| **TUI** | ❌ | ✅ Yes | ✅ Yes + Custom UI |
|
||||
| **Context Monitoring** | ❌ | ✅ Yes | ✅ Yes + Analytics |
|
||||
| **Usage & cost visibility** (`/cost`, TUI) | ❌ | ✅ Yes | ✅ Yes + Analytics |
|
||||
| **Parallel Agents** | ❌ | ✅ 100+ | ✅ Unlimited |
|
||||
| **Support** | Community | ✅ Priority | ✅ Dedicated + Training |
|
||||
| **Reporting** | Basic | ✅ Advanced | ✅ Custom Templates |
|
||||
|
|
@ -368,7 +346,7 @@ Work with the CAI team to develop specialized capabilities.
|
|||
|
||||
- ✅ Unlimited alias1 tokens
|
||||
- ✅ Terminal UI with parallel agents
|
||||
- ✅ Context monitoring and optimization
|
||||
- ✅ Usage and cost visibility (`/cost`, compaction, TUI)
|
||||
- ✅ Professional support (48h SLA)
|
||||
- ✅ European data sovereignty (GDPR + NIS2)
|
||||
- ✅ Commercial use license
|
||||
|
|
|
|||
|
|
@ -31,7 +31,7 @@ Free for research purposes.
|
|||
- ❌ No alias1 model access
|
||||
- ❌ No Terminal UI (TUI)
|
||||
- ❌ No parallel agent swarms
|
||||
- ❌ No context monitoring
|
||||
- ❌ No PRO usage analytics and reporting
|
||||
- ❌ No commercial license
|
||||
- ⚠️ Framework updates ~6 months behind PRO
|
||||
|
||||
|
|
@ -49,7 +49,7 @@ Leading enterprise framework for AI Security with professional support.
|
|||
- ✅ **Unlimited alias1 tokens**
|
||||
- ✅ **Terminal User Interface (TUI)**
|
||||
- ✅ **Multi-agent parallel execution** (100+ agents)
|
||||
- ✅ **Context Monitoring** (`/context` command)
|
||||
- ✅ **Usage visibility** (`/cost`, TUI cost panels)
|
||||
- ✅ **Commercial license** included
|
||||
- ✅ **Professional support** (48h SLA)
|
||||
- ✅ **GDPR & NIS2 compliant** European hosting
|
||||
|
|
@ -112,7 +112,7 @@ Custom deployment options.
|
|||
| **🖥️ User Interfaces** | | | |
|
||||
| Terminal UI (TUI) | ❌ | ✅ Multi-terminal | ✅ Multi-terminal + Custom |
|
||||
| Parallel Agent Execution | ❌ | ✅ 100+ agents | ✅ Unlimited |
|
||||
| Context Monitoring | ❌ | ✅ `/context` | ✅ + Analytics Dashboard |
|
||||
| Usage / cost visibility | ❌ | ✅ `/cost`, TUI | ✅ + Analytics Dashboard |
|
||||
| Keyboard Shortcuts | ❌ | ✅ Full Set | ✅ Full Set + Custom |
|
||||
| Team Presets | ❌ | ✅ 11 Teams | ✅ Unlimited Custom |
|
||||
| | | | |
|
||||
|
|
|
|||
|
|
@ -228,18 +228,12 @@ CAI> Perform recon on https://bugbounty-target.com for a bug bounty program
|
|||
|
||||
## Advanced Configuration
|
||||
|
||||
### Enable Context Monitoring
|
||||
### Check usage and costs
|
||||
|
||||
Track your token usage in real-time:
|
||||
Use **`/cost`** for session spend and token stats; use **`/compact`** when histories grow long.
|
||||
|
||||
```bash
|
||||
CAI> /context
|
||||
|
||||
# Shows:
|
||||
# - Total tokens used/available
|
||||
# - Breakdown by category (system, tools, memory, messages)
|
||||
# - Visual grid representation
|
||||
# - Optimization suggestions
|
||||
CAI> /cost
|
||||
```
|
||||
|
||||
### Multi-Agent Parallel Execution
|
||||
|
|
@ -364,7 +358,7 @@ Learn from real-world CAI applications:
|
|||
### 🎯 Best Practices
|
||||
|
||||
1. **Start with clear prompts**: Be specific about your testing scope and objectives
|
||||
2. **Use context monitoring**: Check `/context` regularly to optimize token usage
|
||||
2. **Watch costs and thread length**: Use `/cost` and `/compact` as sessions grow
|
||||
3. **Leverage parallel execution**: Run multiple agents for comprehensive coverage
|
||||
4. **Save your sessions**: Use `/save` to preserve important conversations
|
||||
5. **Enable guardrails**: Keep `CAI_GUARDRAILS=true` for safer operations
|
||||
|
|
|
|||
|
|
@ -106,17 +106,17 @@ CAI_PRICE_LIMIT="0.004" CAI_MODEL="qwen2.5:72b" cai
|
|||
|
||||
#### 3. Runtime configuration
|
||||
|
||||
After running CAI, use `/config`
|
||||
After running CAI, use **`/env`** (the catalog).
|
||||
|
||||
```
|
||||
/config set <number> <value> to configure a variable # see `config.py` or type `/help`
|
||||
|
||||
/env set <#|NAME> <value...> # set a catalog variable
|
||||
/env list # numbered catalog + live values
|
||||
/env default # restore catalog defaults
|
||||
```
|
||||
|
||||
```
|
||||
cai
|
||||
/config # It will display a panel with all the environment variables.
|
||||
# You must pick its reference NUMBER (1st column left)
|
||||
# `18` is the corresponding number for CAI_PRICE_LIMIT
|
||||
/config set 18 "0.004"
|
||||
/env list
|
||||
# Pick the catalog index or variable name from the first column
|
||||
/env set 18 "0.004"
|
||||
```
|
||||
|
|
|
|||
|
|
@ -329,8 +329,8 @@ cai --prompt "/agent redteam_agent ; scan target.com ; /save results.json"
|
|||
|
||||
```text
|
||||
# ctf_workflow.txt
|
||||
/config CTF_NAME=hackableii
|
||||
/config CTF_CHALLENGE=web_app
|
||||
/env set CTF_NAME hackableii
|
||||
/env set CTF_CHALLENGE web_app
|
||||
/agent redteam_agent
|
||||
Analyze the CTF challenge environment
|
||||
Find and exploit vulnerabilities
|
||||
|
|
@ -343,7 +343,7 @@ Extract the flag
|
|||
```text
|
||||
# bugbounty_recon.txt
|
||||
/agent bug_bounter_agent
|
||||
/config CAI_PRICE_LIMIT=20.0
|
||||
/env set CAI_PRICE_LIMIT 20.0
|
||||
|
||||
# Reconnaissance
|
||||
Perform subdomain enumeration on target.com
|
||||
|
|
@ -967,10 +967,10 @@ cai
|
|||
CAI> /cost
|
||||
|
||||
# Increase limit if needed
|
||||
CAI> /config CAI_PRICE_LIMIT=20.0
|
||||
CAI> /env set CAI_PRICE_LIMIT 20.0
|
||||
|
||||
# Check updated limit
|
||||
CAI> /config | grep PRICE_LIMIT
|
||||
CAI> /env list | grep PRICE_LIMIT
|
||||
```
|
||||
|
||||
### Cost Optimization Strategies
|
||||
|
|
@ -1115,11 +1115,11 @@ cai
|
|||
|
||||
```bash
|
||||
# Start with base config
|
||||
CAI> /config
|
||||
CAI> /env list
|
||||
|
||||
# Adjust during session
|
||||
CAI> /config CAI_DEBUG=2
|
||||
CAI> /config CAI_PRICE_LIMIT=15.0
|
||||
CAI> /env set CAI_DEBUG 2
|
||||
CAI> /env set CAI_PRICE_LIMIT 15.0
|
||||
|
||||
# Verify changes
|
||||
CAI> /env | grep CAI
|
||||
|
|
@ -1209,7 +1209,7 @@ Common issues and solutions.
|
|||
CAI> /cost
|
||||
|
||||
# Increase limit
|
||||
CAI> /config CAI_PRICE_LIMIT=20.0
|
||||
CAI> /env set CAI_PRICE_LIMIT 20.0
|
||||
|
||||
# Or restart with higher limit
|
||||
exit
|
||||
|
|
@ -1223,7 +1223,7 @@ CAI_PRICE_LIMIT=20.0 cai
|
|||
CAI> /env | grep MAX_INTERACTIONS
|
||||
|
||||
# Increase limit
|
||||
CAI> /config CAI_MAX_INTERACTIONS=500
|
||||
CAI> /env set CAI_MAX_INTERACTIONS 500
|
||||
|
||||
# Or use /flush to start fresh
|
||||
CAI> /flush
|
||||
|
|
@ -1242,14 +1242,14 @@ CAI> /agent
|
|||
CAI> /agent redteam_agent
|
||||
|
||||
# Check configuration
|
||||
CAI> /config
|
||||
CAI> /env list
|
||||
```
|
||||
|
||||
### Issue: Context Window Full
|
||||
|
||||
```bash
|
||||
# Check context usage (CAI PRO)
|
||||
CAI> /context
|
||||
# Review spend / token usage
|
||||
CAI> /cost
|
||||
|
||||
# Compact conversation
|
||||
CAI> /compact
|
||||
|
|
@ -1298,7 +1298,7 @@ export CAI_DEBUG=2
|
|||
cai
|
||||
|
||||
# Or enable during session
|
||||
CAI> /config CAI_DEBUG=2
|
||||
CAI> /env set CAI_DEBUG 2
|
||||
```
|
||||
|
||||
---
|
||||
|
|
|
|||
|
|
@ -92,11 +92,11 @@ See the [Getting Started Guide](getting_started.md) for detailed instructions.
|
|||
|
||||
Over 30 built-in commands organized by category:
|
||||
|
||||
- **Agent Management**: `/agent`, `/parallel`, `/run`
|
||||
- **Memory & History**: `/memory`, `/history`, `/compact`, `/flush`, `/load`, `/merge`
|
||||
- **Environment & Config**: `/config`, `/env`, `/help var` (per-variable help), `/workspace`, `/virtualization`
|
||||
- **Tools & Integration**: `/mcp`, `/platform`, `/shell`
|
||||
- **Utilities**: `/model`, `/graph`, `/context`, `/cost`, `/help`
|
||||
- **Agent Management**: `/agent`, `/parallel`
|
||||
- **Memory & History**: `/memory`, `/history`, `/compact`, `/flush`, `/load`, `/merge`, `/save`
|
||||
- **Environment**: `/env` (catalog `list` / `get` / `set` / `default`), `/help var` (per-variable help), `/workspace`, `/virtualization`
|
||||
- **Tools & Integration**: `/mcp`, `/shell`
|
||||
- **Utilities**: `/model`, `/graph`, `/cost`, `/help`
|
||||
|
||||
All commands support aliases for faster typing (e.g., `/a` for `/agent`, `/h` for `/help`).
|
||||
|
||||
|
|
@ -280,7 +280,7 @@ cai --yaml agents.yaml --prompt "full reconnaissance on target.com"
|
|||
| `/agent list` | List all agents | `/agent list` |
|
||||
| `/agent <name>` | Switch agent | `/agent redteam_agent` |
|
||||
| `/model <name>` | Change model | `/model alias1` |
|
||||
| `/config` | View configuration | `/config` |
|
||||
| `/env list` | Catalog + live values | `/env list` |
|
||||
| `/help` | Show help | `/help agent` |
|
||||
| `/save <file>` | Save session | `/save session.json` |
|
||||
| `/load <file>` | Load session | `/load session.json` |
|
||||
|
|
@ -306,7 +306,7 @@ CAI CLI can be configured via:
|
|||
|
||||
1. **Environment Variables**: `CAI_MODEL`, `CAI_AGENT_TYPE`, etc.
|
||||
2. **`.env` File**: Place in your working directory
|
||||
3. **`/config` Command**: Runtime configuration changes
|
||||
3. **`/env` command**: Runtime changes via catalog (`/env set …`, `/env default`, …)
|
||||
4. **YAML Files**: Agent and workflow definitions
|
||||
|
||||
Example `.env`:
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -71,18 +71,18 @@ export ALIAS_API_KEY="ak_live_1234567890abcdef"
|
|||
cai
|
||||
```
|
||||
|
||||
### Method 3: Runtime Configuration
|
||||
### Method 3: Runtime configuration
|
||||
|
||||
After launching CAI, use the `/config` command:
|
||||
After launching CAI, use the **`/env`** catalog:
|
||||
|
||||
```bash
|
||||
CAI> /config CAI_MODEL=alias1
|
||||
CAI> /env set CAI_MODEL alias1
|
||||
```
|
||||
|
||||
To view all current configuration:
|
||||
To view the catalog with live values:
|
||||
|
||||
```bash
|
||||
CAI> /config
|
||||
CAI> /env list
|
||||
```
|
||||
|
||||
## Step 3: Select Your Model
|
||||
|
|
@ -96,7 +96,7 @@ CAI> /model alias1
|
|||
To see all available models:
|
||||
|
||||
```bash
|
||||
CAI> /model-show
|
||||
CAI> /model show
|
||||
```
|
||||
|
||||
### Recommended Models
|
||||
|
|
@ -190,8 +190,8 @@ The agent will:
|
|||
|
||||
```bash
|
||||
# Set up CTF environment
|
||||
CAI> /config CTF_NAME=hackableii
|
||||
CAI> /config CTF_CHALLENGE=web_challenge
|
||||
CAI> /env set CTF_NAME hackableii
|
||||
CAI> /env set CTF_CHALLENGE web_challenge
|
||||
|
||||
# Start the challenge
|
||||
CAI> Analyze this CTF challenge and find the flag
|
||||
|
|
@ -249,8 +249,8 @@ CAI> /model
|
|||
# Change model
|
||||
CAI> /model gpt-4o
|
||||
|
||||
# List all available models
|
||||
CAI> /model-show
|
||||
# List all available models (LiteLLM catalog)
|
||||
CAI> /model show
|
||||
```
|
||||
|
||||
### Session Management
|
||||
|
|
@ -322,23 +322,23 @@ CAI> Run a comprehensive port scan on 192.168.1.0/24
|
|||
|
||||
## Step 8: Working with Configuration
|
||||
|
||||
### View Current Configuration
|
||||
### View current configuration
|
||||
|
||||
```bash
|
||||
CAI> /config
|
||||
CAI> /env list
|
||||
```
|
||||
|
||||
This displays a panel with all environment variables and their current values.
|
||||
This shows the environment catalog with numbers and current values. Use bare **`/env`** for a compact view of `CAI_*` / `CTF_*` only.
|
||||
|
||||
### Change Configuration at Runtime
|
||||
### Change configuration at runtime
|
||||
|
||||
```bash
|
||||
# Set a specific variable (use the number from /config output)
|
||||
CAI> /config set 18 "5.0"
|
||||
# Set by catalog index (from /env list)
|
||||
CAI> /env set 18 "5.0"
|
||||
|
||||
# Or set by name
|
||||
CAI> /config CAI_PRICE_LIMIT=5.0
|
||||
CAI> /config CAI_MAX_TURNS=50
|
||||
# Or set by variable name
|
||||
CAI> /env set CAI_PRICE_LIMIT 5.0
|
||||
CAI> /env set CAI_MAX_TURNS 50
|
||||
```
|
||||
|
||||
### Important Configuration Variables
|
||||
|
|
@ -483,7 +483,7 @@ CAI> /help <command_name>
|
|||
CAI> /cost
|
||||
|
||||
# Increase limit
|
||||
CAI> /config CAI_PRICE_LIMIT=20.0
|
||||
CAI> /env set CAI_PRICE_LIMIT 20.0
|
||||
|
||||
# Or set it before launching
|
||||
CAI_PRICE_LIMIT=20.0 cai
|
||||
|
|
@ -494,7 +494,7 @@ CAI_PRICE_LIMIT=20.0 cai
|
|||
**Solution**:
|
||||
```bash
|
||||
# Increase turn limit
|
||||
CAI> /config CAI_MAX_TURNS=100
|
||||
CAI> /env set CAI_MAX_TURNS 100
|
||||
|
||||
# Or flush history and start fresh
|
||||
CAI> /flush
|
||||
|
|
@ -533,7 +533,8 @@ Congratulations! You've completed the basics of CAI CLI. Here's what to explore
|
|||
/agent list # List all agents
|
||||
/agent <name> # Switch agent
|
||||
/model <name> # Change model
|
||||
/config # View configuration
|
||||
/model show # LiteLLM model catalog
|
||||
/env list # Catalog + live values
|
||||
/help # Get help
|
||||
/save <file> # Save session
|
||||
/load <file> # Load session
|
||||
|
|
|
|||
295
docs/council.md
295
docs/council.md
|
|
@ -1,295 +0,0 @@
|
|||
# LLM Council
|
||||
|
||||
The LLM Council is a multi-model consensus system that queries multiple AI models, has them evaluate each other's responses, and synthesizes a final answer through a chairman. This approach improves accuracy for complex decisions by leveraging diverse model perspectives.
|
||||
|
||||
## How It Works
|
||||
|
||||
The council operates in three stages:
|
||||
|
||||
```
|
||||
User Query: "What's the best approach for this security task?"
|
||||
│
|
||||
├─ Stage 1: Council Members (parallel)
|
||||
│ ├─ Agent + gpt-4o → Text response only
|
||||
│ ├─ Agent + gpt-5 → Text response only
|
||||
│ └─ Agent + claude-sonnet-4-5 → Text response only
|
||||
│
|
||||
├─ Stage 2: Rankings (parallel)
|
||||
│ ├─ Agent + gpt-4o → Ranks anonymized responses
|
||||
│ ├─ Agent + gpt-5 → Ranks anonymized responses
|
||||
│ └─ Agent + claude-sonnet-4-5 → Ranks anonymized responses
|
||||
│
|
||||
└─ Stage 3: Chairman
|
||||
└─ Active Agent + TOOLS
|
||||
├─ Synthesizes best answer
|
||||
└─ Can execute operations if requested
|
||||
```
|
||||
|
||||
**Key Points:**
|
||||
|
||||
- **Stage 1 & 2**: Council members provide text-only responses (no tool execution)
|
||||
- **Stage 3**: The chairman (your active agent) can use all available tools
|
||||
- All members use the current agent's instructions and context
|
||||
|
||||
## Quick Start
|
||||
|
||||
```bash
|
||||
# Configure council models
|
||||
export CAI_COUNCIL="gpt-4o,gpt-5,claude-sonnet-4-20250514"
|
||||
|
||||
# In CAI REPL, load an agent first
|
||||
CAI> /agent redteam
|
||||
|
||||
# Use the council command
|
||||
CAI> /council What are the best practices for API security?
|
||||
|
||||
# Or use the short alias
|
||||
CAI> /c How should I approach this vulnerability assessment?
|
||||
```
|
||||
|
||||
## Configuration
|
||||
|
||||
### Environment Variables
|
||||
|
||||
| Variable | Description | Default |
|
||||
|----------|-------------|---------|
|
||||
| `CAI_COUNCIL` | Comma-separated list of council member models | `gpt-4o,gpt-4o-mini` |
|
||||
| `CAI_COUNCIL_AUTO` | Auto-convene setting: `false`, `true`/`1`, or interval number | `false` |
|
||||
| `CAI_COUNCIL_PROMPT` | Custom prompt for auto-council reviews | See below |
|
||||
| `CAI_COUNCIL_DEBUG` | Enable debug output (`1`, `true`, `yes`) | `false` |
|
||||
|
||||
```bash
|
||||
# Example configuration
|
||||
export CAI_COUNCIL="gpt-4o,gpt-5,claude-sonnet-4-20250514"
|
||||
export CAI_COUNCIL_AUTO="5"
|
||||
export CAI_COUNCIL_PROMPT="Review the current progress and recommend the best approach."
|
||||
export CAI_COUNCIL_DEBUG="1"
|
||||
```
|
||||
|
||||
### API Keys
|
||||
|
||||
Ensure you have the appropriate API keys set for your council models:
|
||||
|
||||
```bash
|
||||
export OPENAI_API_KEY="sk-..."
|
||||
export ANTHROPIC_API_KEY="sk-ant-..."
|
||||
export ALIAS_API_KEY="..."
|
||||
```
|
||||
|
||||
### Verified Model Names
|
||||
|
||||
Use exact model names as shown in the `/model` command:
|
||||
|
||||
| Provider | Models |
|
||||
|----------|--------|
|
||||
| OpenAI | `gpt-5`, `gpt-4o`, `gpt-4o-mini`, `o3-mini` |
|
||||
| Anthropic | `claude-sonnet-4-20250514`, `claude-3-5-sonnet-20240620` |
|
||||
| Alias | `alias1` |
|
||||
| DeepSeek | `deepseek-v3`, `deepseek-r1` |
|
||||
|
||||
## Manual Usage
|
||||
|
||||
The `/council` command (alias `/c`) invokes the council manually:
|
||||
|
||||
```bash
|
||||
# Load an agent
|
||||
CAI> /agent redteam
|
||||
|
||||
# Ask the council
|
||||
CAI> /council What vulnerabilities should I look for in this web application?
|
||||
```
|
||||
|
||||
The council uses the active agent's:
|
||||
|
||||
- Instructions/system prompt
|
||||
- Available tools (chairman only)
|
||||
- Guardrails
|
||||
|
||||
## Auto-Council Mode
|
||||
|
||||
When `CAI_COUNCIL_AUTO` is enabled, the council convenes automatically at specified intervals during agent execution.
|
||||
|
||||
### Configuration Options
|
||||
|
||||
- `false` - Never auto-convene (use `/council` manually)
|
||||
- `true` or `1` - Convene at every agent interaction
|
||||
- `5`, `10`, etc. - Convene every N interactions
|
||||
|
||||
### Example: Every Interaction
|
||||
|
||||
```bash
|
||||
export CAI_COUNCIL_AUTO="1"
|
||||
|
||||
CAI> run ps aux, then analyze the results, then check for vulnerabilities
|
||||
|
||||
🏛️ COUNCIL (auto-invoked at interaction [1])
|
||||
[Stage 1, 2, 3 run...]
|
||||
[1] Agent: "I'll run ps aux" → executes command
|
||||
|
||||
🏛️ COUNCIL (auto-invoked at interaction [2])
|
||||
[Stage 1, 2, 3 run...]
|
||||
[2] Agent: "Analyzing results..." → analyzes output
|
||||
|
||||
🏛️ COUNCIL (auto-invoked at interaction [3])
|
||||
[Stage 1, 2, 3 run...]
|
||||
[3] Agent: "Checking for vulnerabilities..." → performs check
|
||||
```
|
||||
|
||||
### Example: Every 5 Interactions
|
||||
|
||||
```bash
|
||||
export CAI_COUNCIL_AUTO="5"
|
||||
|
||||
CAI> perform a comprehensive security audit
|
||||
|
||||
[1] Agent executes first task
|
||||
[2] Agent executes second task
|
||||
[3] Agent executes third task
|
||||
[4] Agent executes fourth task
|
||||
|
||||
🏛️ COUNCIL (auto-invoked at interaction [5])
|
||||
[Stage 1, 2, 3 run...]
|
||||
[5] Agent executes fifth task
|
||||
|
||||
[6] Agent continues...
|
||||
[7] Agent continues...
|
||||
[8] Agent continues...
|
||||
[9] Agent continues...
|
||||
|
||||
🏛️ COUNCIL (auto-invoked at interaction [10])
|
||||
[Stage 1, 2, 3 run...]
|
||||
[10] Agent executes tenth task
|
||||
```
|
||||
|
||||
## Programmatic Usage
|
||||
|
||||
You can use the council directly in Python code:
|
||||
|
||||
```python
|
||||
from cai.council import run_full_council_agents, CouncilAgentConfig
|
||||
from cai.sdk.agents import Agent
|
||||
|
||||
# With an existing agent
|
||||
stage1, stage2, stage3, metadata = await run_full_council_agents(
|
||||
base_agent=my_agent,
|
||||
user_query="Your question here",
|
||||
)
|
||||
|
||||
# Access results
|
||||
print(stage3["response"]) # Final answer
|
||||
print(metadata["aggregate_rankings"]) # Model rankings
|
||||
print(metadata["council_cost"]) # Total cost
|
||||
print(metadata["council_input_tokens"]) # Input tokens
|
||||
print(metadata["council_output_tokens"]) # Output tokens
|
||||
```
|
||||
|
||||
### Return Values
|
||||
|
||||
```python
|
||||
stage1_results: List[Dict] # Individual responses from each model
|
||||
stage2_results: List[Dict] # Rankings from each model
|
||||
stage3_result: Dict # Final synthesized answer
|
||||
metadata: Dict # Rankings, cost, tokens
|
||||
```
|
||||
|
||||
### Metadata Structure
|
||||
|
||||
```python
|
||||
metadata = {
|
||||
"aggregate_rankings": [
|
||||
{"model": "gpt-4o", "average_rank": 1.33, "rankings_count": 3},
|
||||
{"model": "gpt-5", "average_rank": 2.0, "rankings_count": 3},
|
||||
],
|
||||
"council_cost": 0.032,
|
||||
"council_input_tokens": 5000,
|
||||
"council_output_tokens": 2500,
|
||||
}
|
||||
```
|
||||
|
||||
## Visual Display
|
||||
|
||||
During execution, the council shows an animated panel with progress:
|
||||
|
||||
```
|
||||
╭─────────────────────── Alias Council ────────────────────────╮
|
||||
│ │
|
||||
│ 👑 Chairman: Red Team Agent (gpt-4o) │
|
||||
│ │
|
||||
│ ⠋ Stage 1: Collecting responses from council members │
|
||||
│ ██████████░░░░░░░░░░ 2/3 │
|
||||
│ ✓ gpt-4o │
|
||||
│ ✓ gpt-5 │
|
||||
│ ⠋ alias1 │
|
||||
│ │
|
||||
│ ○ Stage 2: Waiting... │
|
||||
│ │
|
||||
│ 💰 $0.012 (1.2k in / 800 out) ⏱ 15.2s │
|
||||
│ │
|
||||
╰─────────────────────────────────────────────────────────────────╯
|
||||
```
|
||||
|
||||
## Performance Considerations
|
||||
|
||||
| Metric | Single Query | Council (3 models) |
|
||||
|--------|--------------|-------------------|
|
||||
| API Calls | 1 | ~7 (2N + 1) |
|
||||
| Cost | 1x | 3-4x |
|
||||
| Latency | 1x | 2-3x |
|
||||
| Accuracy | Base | Improved |
|
||||
|
||||
!!! tip "When to Use Council"
|
||||
Use the council when accuracy matters more than speed or cost. It's particularly valuable for:
|
||||
|
||||
- Complex security decisions
|
||||
- Architecture recommendations
|
||||
- Vulnerability assessments
|
||||
- Strategic planning tasks
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
### Debug Mode
|
||||
|
||||
Enable detailed logging to diagnose issues:
|
||||
|
||||
```bash
|
||||
export CAI_COUNCIL_DEBUG=1
|
||||
```
|
||||
|
||||
### Common Issues
|
||||
|
||||
**"All models failed to respond"**
|
||||
|
||||
- Verify API keys are set correctly
|
||||
- Check model names with `/model` command
|
||||
- Check for rate limiting
|
||||
|
||||
**Council hangs on Stage 1**
|
||||
|
||||
- Model name might be incorrect (verify with `/model`)
|
||||
- API key invalid or missing
|
||||
- Network connectivity issues
|
||||
|
||||
**"Temperature not supported"**
|
||||
|
||||
- Handled automatically for GPT-5/O1/O3 models (temperature set to 1)
|
||||
|
||||
### Test Individual Models
|
||||
|
||||
Before using council, verify each model works independently:
|
||||
|
||||
```bash
|
||||
CAI> /model gpt-4o
|
||||
CAI> What is 2+2?
|
||||
```
|
||||
|
||||
### Minimal Configuration
|
||||
|
||||
If experiencing issues, try a minimal setup:
|
||||
|
||||
```bash
|
||||
export CAI_COUNCIL="gpt-4o,gpt-4o-mini"
|
||||
```
|
||||
|
||||
## Credits
|
||||
|
||||
Inspired by [llm-council](https://github.com/karpathy/llm-council) by Andrej Karpathy.
|
||||
|
|
@ -10,9 +10,10 @@ In current CAI releases, you can explore environment variables **from inside the
|
|||
|
||||
| What you need | Command |
|
||||
|---------------|---------|
|
||||
| **Numbered list with live values** (what is set *now*) | `/config` or `/config list` |
|
||||
| **Numbered catalog with live values** (what is set *now*) | `/env list` |
|
||||
| **Session keys only** (`CAI_*` / `CTF_*` in this process) | `/env` (no arguments) |
|
||||
| **Full reference tables** (defaults, allowed values, when they apply, extras) | `/help` — scroll past the quick guide; or `/help topics` for the overview first, then the same tables at the end |
|
||||
| **Long-form help for one variable** (examples, `/config` index when listed, notes) | `/help var VARIABLE_NAME` (e.g. `/help var CAI_MODEL`, `/help var CAI_AVOID_SUDO`) |
|
||||
| **Long-form help for one variable** (examples, catalog index when listed, notes) | `/help var VARIABLE_NAME` (e.g. `/help var CAI_MODEL`, `/help var CAI_AVOID_SUDO`) |
|
||||
|
||||
Aliases such as `/h` for `/help` work the same way. This page remains the **canonical web reference**; the REPL output tracks the version you have installed.
|
||||
|
||||
|
|
@ -32,11 +33,11 @@ In the REPL, **`/help var VARIABLE_NAME`** expands each variable with the same i
|
|||
**How to set (matches `/help` copy):**
|
||||
|
||||
- Before launch: `export VAR=value` or a line in `.env`, then start CAI.
|
||||
- During a session: `/config set <number> <value>`, `/config VAR=value`, or code updating `os.environ`.
|
||||
- During a session: `/env set <#|NAME> <value…>`, `/env default`, or code updating `os.environ`.
|
||||
|
||||
**Types (short):** *bool* — `true`/`false`, `1`/`0`, etc.; *string* — free text; *int* / *float* — numeric; ranges in **Values** are the usual bounds CAI documents; *secret* — treat like a string, never commit real keys.
|
||||
|
||||
For **numbered `/config` index**, **extra notes**, and **copy-paste examples** per variable, use **`/help var NAME`** in the REPL — the web page keeps one compact table for browsing.
|
||||
For **numbered catalog index**, **extra notes**, and **copy-paste examples** per variable, use **`/help var NAME`** in the REPL — the web page keeps one compact table for browsing.
|
||||
|
||||
---
|
||||
|
||||
|
|
@ -398,5 +399,5 @@ CAI_MODEL="gpt-4o" CAI_PRICE_LIMIT="2" cai
|
|||
|
||||
**3. Runtime configuration**
|
||||
|
||||
Use slash commands during a session: `/config`, `/config set …`, and the in-session help above (`/help`, `/help var …`). See [Commands Reference](cai/getting-started/commands.md) and [CLI Commands Reference](cli/commands_reference.md).
|
||||
Use slash commands during a session: `/env`, `/env list`, `/env set …`, and the in-session help above (`/help`, `/help var …`). See [Commands Reference](cai/getting-started/commands.md) and [CLI Commands Reference](cli/commands_reference.md).
|
||||
|
||||
|
|
|
|||
|
|
@ -35,7 +35,7 @@ A lightweight, ergonomic framework for building bug bounty-ready Cybersecurity A
|
|||
- ✅ **Unlimited `alias1` tokens** - Our state-of-the-art cybersecurity model that beats GPT-5 in benchmarks
|
||||
- ✅ **Mobile User Interface (iOS)** - Native iOS app for security testing on the go - **[Join TestFlight Beta](https://testflight.apple.com/join/nXZZD4Z5)**
|
||||
- ✅ **Terminal User Interface (TUI)** - Multi-agent parallel execution with visual monitoring *(Deprecated - Use Mobile UI)*
|
||||
- ✅ **Context Monitoring** - Real-time token tracking and optimization
|
||||
- ✅ **Usage visibility** - `/cost`, compaction, and TUI cost indicators
|
||||
- ✅ **Zero Refusals** - Unrestricted AI specifically trained for offensive security
|
||||
- ✅ **European Hosting** - GDPR & NIS2 compliant with guaranteed data privacy
|
||||
- ✅ **Professional Support** - Dedicated technical assistance from security experts
|
||||
|
|
|
|||
|
|
@ -25,7 +25,7 @@ cai
|
|||
|
||||
## Available Models
|
||||
|
||||
View in CAI with `/model-show` under "Ollama Cloud" category:
|
||||
View in CAI with `/model show` under "Ollama Cloud" category:
|
||||
|
||||
- `ollama_cloud/gpt-oss:120b` - General purpose 120B model
|
||||
- `ollama_cloud/llama3.3:70b` - Llama 3.3 70B
|
||||
|
|
@ -40,7 +40,7 @@ More models at [ollama.com/library](https://ollama.com/library).
|
|||
# By name
|
||||
CAI> /model ollama_cloud/gpt-oss:120b
|
||||
|
||||
# By number (after /model-show)
|
||||
# By number (after /model show)
|
||||
CAI> /model 3
|
||||
```
|
||||
|
||||
|
|
|
|||
|
|
@ -5,6 +5,9 @@
|
|||
|
||||
---
|
||||
|
||||
!!! tip "Recommended: use the CLI REPL"
|
||||
The command matrix for every `cai` binary flag and REPL slash command is maintained in the **[CLI commands reference](../cli/commands_reference.md)**. **When in doubt—especially for scripting, copy-paste examples, or comparing subcommands—use the plain CLI REPL** and the CLI reference. The TUI shares the same underlying engine; this document focuses on **multi-terminal UX**, keyboard shortcuts, palette actions, and behaviors that differ from the CLI.
|
||||
|
||||
This comprehensive guide documents all commands available in the CAI Terminal User Interface (TUI), including command palette actions, keyboard shortcuts, and CLI-style commands.
|
||||
|
||||
---
|
||||
|
|
@ -23,19 +26,40 @@ CAI TUI commands are organized into the following categories:
|
|||
|
||||
---
|
||||
|
||||
## CLI parity and TUI-only differences
|
||||
|
||||
The [CLI commands reference](../cli/commands_reference.md) is the **authoritative** list for REPL slash commands. The TUI reuses the same slash commands, but a few interactions differ:
|
||||
|
||||
|
||||
| Situation | CLI REPL | TUI |
|
||||
| ------------------------------------------ | -------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------ |
|
||||
| `/flush` or `/clear` with **no** arguments | Interactive menu of agents that still have history | Clears history for the **focused terminal only** |
|
||||
| `/agent` with no arguments | Same as `/agent current` | Shows the active agent configuration across terminals where applicable |
|
||||
| Screen vs history | N/A | **Ctrl+L** / visual “clear” only affects scrollback; it does **not** replace `/flush` for wiping message history |
|
||||
|
||||
|
||||
For binary flags such as `--tui`, `--yaml`, or `--api`, see [Binary `cai` CLI flags](../cli/commands_reference.md#binary-cai-cli-flags).
|
||||
|
||||
---
|
||||
|
||||
## Agent Management
|
||||
|
||||
### `/agent` or `/a`
|
||||
|
||||
Switch between agents or list all available agents.
|
||||
|
||||
!!! note "CLI reference vs TUI examples"
|
||||
The CLI reference documents `/agent` with explicit subcommands (`list`, `select`, `info`, `current`, …). In the TUI you will often see the shorthand `/agent <name>`; on many builds that is equivalent to `/agent select <name>`. For exact syntax and flags, follow the **[CLI commands reference](../cli/commands_reference.md#agent-a)**.
|
||||
|
||||
**Syntax**:
|
||||
|
||||
```
|
||||
/agent [agent_name]
|
||||
/a [agent_name]
|
||||
```
|
||||
|
||||
**Examples**:
|
||||
|
||||
```bash
|
||||
# List all available agents
|
||||
/agent
|
||||
|
|
@ -48,6 +72,7 @@ Switch between agents or list all available agents.
|
|||
```
|
||||
|
||||
**Available Agents**:
|
||||
|
||||
- `redteam_agent` - Offensive security testing and penetration testing
|
||||
- `blueteam_agent` - Defensive security analysis and hardening
|
||||
- `bug_bounter_agent` - Bug bounty hunting and vulnerability research
|
||||
|
|
@ -72,6 +97,7 @@ Switch between agents or list all available agents.
|
|||
- `offsec_pattern` - Offensive security pattern orchestration
|
||||
|
||||
**Notes**:
|
||||
|
||||
- Agent changes are immediate and affect only the active terminal
|
||||
- Each terminal can run a different agent simultaneously
|
||||
- Agent context is preserved when switching between terminals
|
||||
|
|
@ -85,6 +111,7 @@ Switch between agents or list all available agents.
|
|||
CAI TUI uses model dropdowns in each terminal header for model management. Models are configured via environment variables and aliases.
|
||||
|
||||
**Available Models**:
|
||||
|
||||
- `alias1` - Cybersecurity focus model [Recommended]
|
||||
- `gpt-4o` - OpenAI GPT-4 Optimized
|
||||
- `gpt-4-turbo` - OpenAI GPT-4 Turbo
|
||||
|
|
@ -93,11 +120,13 @@ CAI TUI uses model dropdowns in each terminal header for model management. Model
|
|||
- `o1-preview` - OpenAI O1 Preview
|
||||
|
||||
**How to Change Models**:
|
||||
|
||||
1. Click the model dropdown in any terminal header
|
||||
2. Select desired model from the list
|
||||
3. Model change takes effect immediately for that terminal
|
||||
|
||||
**Environment Variables**:
|
||||
|
||||
```bash
|
||||
export CAI_MODEL=gpt-4o # Set default model
|
||||
export CAI_OPENAI_API_KEY=sk-... # OpenAI API key
|
||||
|
|
@ -105,6 +134,7 @@ export CAI_ANTHROPIC_API_KEY=sk-... # Anthropic API key
|
|||
```
|
||||
|
||||
**Notes**:
|
||||
|
||||
- Each terminal can use a different model
|
||||
- Model costs are tracked separately per terminal
|
||||
- Switching models mid-conversation preserves history
|
||||
|
|
@ -120,11 +150,13 @@ Send commands to specific terminals using either the prefix notation or the flag
|
|||
#### Method 1: Prefix Notation
|
||||
|
||||
**Syntax**:
|
||||
|
||||
```
|
||||
T<terminal_number>:<command>
|
||||
```
|
||||
|
||||
**Examples**:
|
||||
|
||||
```bash
|
||||
# Switch agent in Terminal 2
|
||||
T2:/agent blueteam_agent
|
||||
|
|
@ -138,6 +170,7 @@ T1:/clear
|
|||
# Execute command in Terminal 4
|
||||
T4:scan target.com for vulnerabilities
|
||||
```
|
||||
|
||||
#### Method 2: Flag Notation
|
||||
|
||||
**Syntax**:
|
||||
|
|
@ -148,6 +181,7 @@ T4:scan target.com for vulnerabilities
|
|||
```
|
||||
|
||||
**Examples**:
|
||||
|
||||
```bash
|
||||
# Switch agent in Terminal 2
|
||||
/agent blueteam_agent t2
|
||||
|
|
@ -166,6 +200,7 @@ Scan target.com for XSS vulnerabilities t2
|
|||
```
|
||||
|
||||
**Supported Flags**:
|
||||
|
||||
- `t1` - Target Terminal 1
|
||||
- `t2` - Target Terminal 2
|
||||
- `t3` - Target Terminal 3
|
||||
|
|
@ -173,6 +208,7 @@ Scan target.com for XSS vulnerabilities t2
|
|||
- (Additional terminals if configured: `t5`, `t6`, etc.)
|
||||
|
||||
**Notes**:
|
||||
|
||||
- Both methods achieve the same result
|
||||
- Flag notation is more concise for quick commands
|
||||
- Prefix notation is clearer for complex prompts
|
||||
|
|
@ -183,6 +219,7 @@ Scan target.com for XSS vulnerabilities t2
|
|||
**Keyboard Shortcut**: Click the `[+]` button in the top bar
|
||||
|
||||
**Notes**:
|
||||
|
||||
- New terminals start with `redteam_agent` by default
|
||||
- Maximum recommended terminals: 4 (for optimal UX)
|
||||
- Terminals beyond 4 use scrollable layout
|
||||
|
|
@ -191,16 +228,18 @@ Scan target.com for XSS vulnerabilities t2
|
|||
|
||||
## History and Memory
|
||||
|
||||
### `/history [number] [agent_name]` or `/h`
|
||||
### `/history [number] [agent_name]` or `/his`
|
||||
|
||||
Display conversation history for the current or specified agent.
|
||||
Display conversation history for the current or specified agent. (Use `/his` — `/h` is reserved for `/help` on builds that follow the documented alias table.)
|
||||
|
||||
**Syntax**:
|
||||
|
||||
```
|
||||
/history [number] [agent_name]
|
||||
```
|
||||
|
||||
**Examples**:
|
||||
|
||||
```bash
|
||||
# Show last 10 messages
|
||||
/history
|
||||
|
|
@ -212,24 +251,27 @@ Display conversation history for the current or specified agent.
|
|||
/history 10 redteam_agent
|
||||
|
||||
# Compact syntax
|
||||
/h 5
|
||||
/his 5
|
||||
```
|
||||
|
||||
**Notes**:
|
||||
|
||||
- Default shows last 10 interactions
|
||||
- History includes both user prompts and agent responses
|
||||
- History is terminal-specific
|
||||
|
||||
### `/flush [agent_name|all]`
|
||||
### `/flush [agent_name|all]` or `/clear`
|
||||
|
||||
Clear agent message history.
|
||||
Clear agent message history (`/clear` is an alias of `/flush` for history, not the same as clearing the screen—see below).
|
||||
|
||||
**Syntax**:
|
||||
|
||||
```
|
||||
/flush [agent_name|all]
|
||||
```
|
||||
|
||||
**Examples**:
|
||||
|
||||
```bash
|
||||
# Flush current agent history
|
||||
/flush
|
||||
|
|
@ -242,15 +284,18 @@ Clear agent message history.
|
|||
```
|
||||
|
||||
**Notes**:
|
||||
|
||||
- Flushing is irreversible
|
||||
- Agent context window is reset
|
||||
- Useful for starting fresh conversations
|
||||
- **TUI:** with **no** arguments, `/flush` typically affects only the **focused** terminal (see [CLI parity and TUI-only differences](#cli-parity-and-tui-only-differences)). The CLI may instead show a picker—confirm with `/help flush` on your build.
|
||||
|
||||
### `/memory [subcommand]` or `/mem`
|
||||
|
||||
Advanced memory management for agents.
|
||||
|
||||
**Syntax**:
|
||||
|
||||
```
|
||||
/memory <subcommand>
|
||||
/mem <subcommand>
|
||||
|
|
@ -259,55 +304,72 @@ Advanced memory management for agents.
|
|||
**Subcommands**:
|
||||
|
||||
#### `list`
|
||||
|
||||
Show all saved memories.
|
||||
|
||||
```bash
|
||||
/memory list
|
||||
```
|
||||
|
||||
#### `save [name]`
|
||||
|
||||
Save current conversation as a memory.
|
||||
|
||||
```bash
|
||||
/memory save "Authentication bypass research"
|
||||
/mem save pentest_findings
|
||||
```
|
||||
|
||||
#### `apply <memory_id>`
|
||||
|
||||
Apply a saved memory to the current agent.
|
||||
|
||||
```bash
|
||||
/memory apply mem_12345
|
||||
```
|
||||
|
||||
#### `show <memory_id>`
|
||||
|
||||
Display the content of a specific memory.
|
||||
|
||||
```bash
|
||||
/memory show mem_12345
|
||||
```
|
||||
|
||||
#### `delete <memory_id>`
|
||||
|
||||
Remove a memory permanently.
|
||||
|
||||
```bash
|
||||
/memory delete mem_12345
|
||||
```
|
||||
|
||||
#### `merge <id1> <id2> [name]`
|
||||
|
||||
Combine two memories into one.
|
||||
|
||||
```bash
|
||||
/memory merge mem_12345 mem_67890 "Combined pentesting notes"
|
||||
```
|
||||
|
||||
#### `compact`
|
||||
|
||||
AI-powered memory summarization.
|
||||
|
||||
```bash
|
||||
/memory compact
|
||||
```
|
||||
|
||||
#### `status`
|
||||
|
||||
Show memory system status and statistics.
|
||||
|
||||
```bash
|
||||
/memory status
|
||||
```
|
||||
|
||||
**Notes**:
|
||||
|
||||
- Memories persist across sessions
|
||||
- Useful for resuming long-term research projects
|
||||
- AI-powered summarization reduces token usage
|
||||
|
|
@ -321,15 +383,18 @@ Show memory system status and statistics.
|
|||
Save the current conversation to a file.
|
||||
|
||||
**Syntax**:
|
||||
|
||||
```
|
||||
/save <filename>
|
||||
```
|
||||
|
||||
**Supported Formats**:
|
||||
|
||||
- JSON (`.json`)
|
||||
- Markdown (`.md`)
|
||||
|
||||
**Examples**:
|
||||
|
||||
```bash
|
||||
# Save as JSON
|
||||
/save pentest_session.json
|
||||
|
|
@ -342,6 +407,7 @@ Save the current conversation to a file.
|
|||
```
|
||||
|
||||
**Notes**:
|
||||
|
||||
- Saves all terminal conversations
|
||||
- Includes agent names, models, and timestamps
|
||||
- Cost information is preserved
|
||||
|
|
@ -351,12 +417,14 @@ Save the current conversation to a file.
|
|||
Load a previously saved conversation.
|
||||
|
||||
**Syntax**:
|
||||
|
||||
```
|
||||
/load <filename>
|
||||
/l <filename>
|
||||
```
|
||||
|
||||
**Examples**:
|
||||
|
||||
```bash
|
||||
# Load JSON session
|
||||
/load pentest_session.json
|
||||
|
|
@ -369,6 +437,7 @@ Load a previously saved conversation.
|
|||
```
|
||||
|
||||
**Notes**:
|
||||
|
||||
- Restores agent context and history
|
||||
- Compatible with both JSON and Markdown formats
|
||||
- Loading does not affect current cost tracking
|
||||
|
|
@ -377,61 +446,20 @@ Load a previously saved conversation.
|
|||
|
||||
## Utility Commands
|
||||
|
||||
### `/context [agent_name]` or `/ctx` 🚀 **CAI PRO Exclusive**
|
||||
|
||||
> **⚡ CAI PRO Exclusive Feature**
|
||||
> The `/context` command is available exclusively in **[CAI PRO](https://aliasrobotics.com/cybersecurityai.php)**. To access this feature and unlock advanced monitoring capabilities, visit [Alias Robotics](https://aliasrobotics.com/cybersecurityai.php) for more information.
|
||||
|
||||
Display context window usage and token statistics for the current conversation.
|
||||
|
||||
**Syntax**:
|
||||
```
|
||||
/context [agent_name]
|
||||
/ctx [agent_name]
|
||||
```
|
||||
|
||||
**Examples**:
|
||||
```bash
|
||||
# Show context usage for active terminal
|
||||
/context
|
||||
|
||||
# Show context usage for specific agent
|
||||
/context redteam_agent
|
||||
|
||||
# Compact syntax
|
||||
/ctx
|
||||
```
|
||||
|
||||
**Output Includes**:
|
||||
- Total context usage (used/max tokens) with percentage
|
||||
- Visual grid representation with CAI logo
|
||||
- Breakdown by category:
|
||||
- System prompt tokens
|
||||
- Tool definitions tokens
|
||||
- Memory files (RAG) tokens
|
||||
- User prompts tokens
|
||||
- Assistant responses tokens
|
||||
- Tool calls tokens
|
||||
- Tool results tokens
|
||||
- Free space available
|
||||
- Color-coded visualization for easy identification
|
||||
|
||||
**Notes**:
|
||||
- Context usage helps monitor when you're approaching model limits
|
||||
- Different models have different context windows (e.g., GPT-4: 128k, Claude: 200k)
|
||||
- Use `/context` regularly during long conversations to avoid hitting limits
|
||||
- Context usage is terminal-specific in TUI mode
|
||||
For spend and token usage use **`/cost`** (and the per-terminal cost UI in the TUI). When threads grow too long, use **`/compact`**. See the [CLI commands reference](../cli/commands_reference.md) for the full command list.
|
||||
|
||||
### `/cost [agent_name]`
|
||||
|
||||
Display API usage costs and token statistics.
|
||||
|
||||
**Syntax**:
|
||||
|
||||
```
|
||||
/cost [agent_name]
|
||||
```
|
||||
|
||||
**Examples**:
|
||||
|
||||
```bash
|
||||
# Show costs for active terminal
|
||||
/cost
|
||||
|
|
@ -444,6 +472,7 @@ Display API usage costs and token statistics.
|
|||
```
|
||||
|
||||
**Output Includes**:
|
||||
|
||||
- Total cost (USD)
|
||||
- Input tokens used
|
||||
- Output tokens used
|
||||
|
|
@ -456,12 +485,14 @@ Display API usage costs and token statistics.
|
|||
Get help for commands.
|
||||
|
||||
**Syntax**:
|
||||
|
||||
```
|
||||
/help [command]
|
||||
/? [command]
|
||||
```
|
||||
|
||||
**Examples**:
|
||||
|
||||
```bash
|
||||
# General help
|
||||
/help
|
||||
|
|
@ -477,11 +508,13 @@ Get help for commands.
|
|||
Display environment variables relevant to CAI.
|
||||
|
||||
**Syntax**:
|
||||
|
||||
```
|
||||
/env
|
||||
```
|
||||
|
||||
**Output Includes**:
|
||||
|
||||
- `CAI_MODEL` - Default model
|
||||
- `CAI_AGENT_TYPE` - Default agent
|
||||
- `CAI_MAX_TURNS` - Maximum interaction turns
|
||||
|
|
@ -496,12 +529,14 @@ Display environment variables relevant to CAI.
|
|||
Execute shell commands directly from the TUI.
|
||||
|
||||
**Syntax**:
|
||||
|
||||
```
|
||||
/shell <command>
|
||||
$<command>
|
||||
```
|
||||
|
||||
**Examples**:
|
||||
|
||||
```bash
|
||||
# List files
|
||||
/shell ls -la
|
||||
|
|
@ -514,31 +549,21 @@ $nmap -sV 192.168.1.1
|
|||
```
|
||||
|
||||
**Notes**:
|
||||
|
||||
- Commands execute in the system shell
|
||||
- Output is displayed in the terminal
|
||||
- Use with caution - no sandboxing
|
||||
|
||||
### `/kill`
|
||||
### Stopping work in the TUI
|
||||
|
||||
Terminate the currently executing agent operation.
|
||||
Use **Ctrl+C** to cancel the **current agent turn** or tool call in the focused terminal. Partial responses may be discarded depending on the tool; message history is preserved unless you also `/flush`. To signal an external PID, use **`/shell`** or **`$`** with the usual OS tools.
|
||||
|
||||
### `/clear` (scrollback)
|
||||
|
||||
Clear **visual** terminal output (scrollback) in the TUI.
|
||||
|
||||
**Syntax**:
|
||||
```
|
||||
/kill
|
||||
```
|
||||
|
||||
**Keyboard Shortcut**: `Ctrl+C`
|
||||
|
||||
**Notes**:
|
||||
- Stops agent mid-execution
|
||||
- Partial responses are discarded
|
||||
- Agent context is preserved
|
||||
|
||||
### `/clear`
|
||||
|
||||
Clear the terminal output.
|
||||
|
||||
**Syntax**:
|
||||
```
|
||||
/clear
|
||||
```
|
||||
|
|
@ -546,16 +571,21 @@ Clear the terminal output.
|
|||
**Keyboard Shortcut**: `Ctrl+L`
|
||||
|
||||
**Notes**:
|
||||
|
||||
- Clears visual output only
|
||||
- Conversation history is preserved
|
||||
- **Does not** wipe conversation history—use `/flush` / `/clear` in the history sense (see above)
|
||||
- Cost tracking continues
|
||||
|
||||
### `/exit` or `/quit` or `/q`
|
||||
|
||||
**Keyboard Shortcut**: `Ctrl+Q`
|
||||
Leave the TUI session cleanly (telemetry flush, session teardown).
|
||||
|
||||
**Keyboard Shortcut**: `Ctrl+Q` (depending on build; confirm in-app shortcuts)
|
||||
|
||||
**Notes**:
|
||||
- Unsaved sessions will be lost
|
||||
- Graceful shutdown of all terminals
|
||||
|
||||
- Unsaved work in buffers may be lost—`/save` or export logs first if needed
|
||||
- Shuts down all terminals in the layout
|
||||
|
||||
---
|
||||
|
||||
|
|
@ -568,6 +598,7 @@ Access the command palette for quick command search and execution.
|
|||
**Keyboard Shortcut**: `Ctrl+P`
|
||||
|
||||
**Features**:
|
||||
|
||||
- Fuzzy search for commands
|
||||
- Command descriptions
|
||||
- Keyboard navigation (arrow keys, Enter)
|
||||
|
|
@ -582,7 +613,6 @@ Show or hide the sidebar.
|
|||
|
||||
**Alternative**: Click the `[≡]` button in the top bar
|
||||
|
||||
|
||||
### Clear Input
|
||||
|
||||
Clear the prompt input field.
|
||||
|
|
@ -590,6 +620,7 @@ Clear the prompt input field.
|
|||
**Keyboard Shortcut**: `Ctrl+U`
|
||||
|
||||
**Use Cases**:
|
||||
|
||||
- Parallel agent execution
|
||||
- Comparing agent responses
|
||||
- Team-based workflows
|
||||
|
|
@ -599,6 +630,7 @@ Clear the prompt input field.
|
|||
Cancel running operations.
|
||||
|
||||
**Keyboard Shortcuts**:
|
||||
|
||||
- `Ctrl+C` - Cancel execution in focused terminal
|
||||
- `Escape` - Cancel all running agents (press twice to exit)
|
||||
|
||||
|
|
@ -606,6 +638,7 @@ Cancel running operations.
|
|||
|
||||
## Next Steps
|
||||
|
||||
- [CLI commands reference](../cli/commands_reference.md) — recommended for exact REPL syntax
|
||||
- [Terminals Management](terminals_management.md) - Advanced multi-terminal workflows
|
||||
- [Keyboard Shortcuts](keyboard_shortcuts.md) - Complete keyboard reference
|
||||
- [User Interface Guide](user_interface.md) - Visual components and layouts
|
||||
|
|
@ -614,5 +647,4 @@ For questions or issues, visit [CAI GitHub Issues](https://github.com/aliasrobot
|
|||
|
||||
---
|
||||
|
||||
*Last updated: October 2025 | CAI TUI v0.6+*
|
||||
|
||||
*TUI UX and shortcuts; authoritative slash-command tables: [CLI commands reference](../cli/commands_reference.md).*
|
||||
|
|
@ -480,8 +480,6 @@ Active ──[Focus Terminal]──> Focused ──[Focus Other]──> Active
|
|||
|
||||
**Method 2**: `Escape` twice (all terminals)
|
||||
|
||||
**Method 3**: `/kill` command
|
||||
|
||||
#### Clearing Errors
|
||||
|
||||
**Command**: `/clear` (clears visual errors, preserves history)
|
||||
|
|
|
|||
|
|
@ -30,6 +30,7 @@ nav:
|
|||
- Welcome: index.md
|
||||
- Installation: cai_installation.md
|
||||
- Quickstart: cai_quickstart.md
|
||||
- Commands reference: cli/commands_reference.md
|
||||
|
||||
# ========================================
|
||||
# CAI PRO (EXPANDIDO - COMERCIAL) ⭐
|
||||
|
|
@ -119,7 +120,6 @@ nav:
|
|||
- Tracing & Debugging: tracing.md
|
||||
- Context Management: context.md
|
||||
- Guardrails & Security: guardrails.md
|
||||
- LLM Council: council.md
|
||||
- Environment Variables: environment_variables.md
|
||||
|
||||
# ========================================
|
||||
|
|
|
|||
Loading…
Reference in New Issue