activeagents
diff --git a/‎README.md‎
Lines changed: 14 additions & 258 deletions b/‎README.md‎
Lines changed: 14 additions & 258 deletions
@@ -1,14 +1,13 @@
-# Writebook (AI-Enhanced Fork)
+# Dill
 
-A fork of [Writebook](https://github.com/basecamp/writebook) with integrated AI writing assistance powered by [ActiveAgent](https://github.com/activeagents/activeagent) and [SolidAgent](https://github.com/activeagents/solid_agent).
+AI-powered due diligence platform with document analysis powered by [ActiveAgent](https://github.com/activeagents/activeagent).
 
-## What's Different in This Fork
-
-This fork extends the original Writebook with a complete AI agent framework that provides:
+## Features
 
+- **Document Analysis** - Upload PDFs and get AI-powered analysis
+- **Tech Diligence Reports** - Automated technical due diligence report generation
 - **Writing Assistant** - Improve, grammar check, summarize, expand, and brainstorm content
 - **Research Assistant** - Autonomous web research with browser automation
-- **File Analyzer** - PDF and image analysis with OCR-style text extraction
 - **Real-time Streaming** - Live AI responses via ActionCable
 - **Context Persistence** - Full audit trail of AI interactions stored in the database
 
@@ -30,116 +29,19 @@ app/
 │   ├── application_agent.rb         # Base agent with shared concerns
 │   ├── writing_assistant_agent.rb   # Writing improvement features
 │   ├── research_assistant_agent.rb  # Web research with browser tools
-│   └── file_analyzer_agent.rb       # PDF/image analysis
+│   ├── file_analyzer_agent.rb       # PDF/image analysis
+│   └── tech_diligence_agent.rb      # Technical due diligence reports
 ├── models/
 │   ├── agent_context.rb             # Conversation/session storage
 │   ├── agent_message.rb             # Individual messages
 │   └── agent_generation.rb          # AI response metadata & tokens
 └── views/
     ├── writing_assistant_agent/     # Prompt templates
     ├── research_assistant_agent/    # Includes tools/*.json.erb
-    └── file_analyzer_agent/
-```
-
-### SolidAgent Concerns
-
-All agents inherit from `ApplicationAgent` which includes three SolidAgent concerns:
-
-```ruby
-class ApplicationAgent < ActiveAgent::Base
-  include SolidAgent::HasContext          # Database-backed conversation history
-  include SolidAgent::HasTools            # Declarative tool schema DSL
-  include SolidAgent::StreamsToolUpdates  # Real-time tool status broadcasting
-end
-```
-
-#### HasContext
-
-Provides automatic persistence of prompts and AI responses:
-
-```ruby
-class MyAgent < ApplicationAgent
-  has_context  # Enables auto-save of messages and generations
-
-  def chat
-    create_context(contextable: params[:user])
-    prompt messages: context_messages
-  end
-end
-```
-
-#### HasTools
-
-Declarative tool registration with auto-discovery from JSON templates:
-
-```ruby
-class ResearchAgent < ApplicationAgent
-  has_tools :navigate, :click, :extract_text  # Load from views/tools/*.json.erb
-
-  tool :custom_action do  # Or define inline
-    description "Perform a custom action"
-    parameter :input, type: :string, required: true
-  end
-
-  def navigate(url:)
-    # Tool implementation called by AI
-  end
-end
-```
-
-#### StreamsToolUpdates
-
-Broadcasts tool execution status to the frontend via ActionCable:
-
-```ruby
-class ResearchAgent < ApplicationAgent
-  tool_description :navigate, ->(args) { "Visiting #{args[:url]}..." }
-  tool_description :extract_text, "Reading page content..."
-end
+    ├── file_analyzer_agent/
+    └── tech_diligence_agent/
 ```
 
-## Available Agents
-
-### WritingAssistantAgent
-
-AI-powered writing enhancement with 6 actions:
-
-| Action | Description |
-|--------|-------------|
-| `improve` | Enhance writing quality, clarity, and engagement |
-| `grammar` | Fix grammar, punctuation, and spelling |
-| `style` | Adjust writing style and tone |
-| `summarize` | Create concise summaries |
-| `expand` | Elaborate and add detail to content |
-| `brainstorm` | Generate creative ideas and suggestions |
-
-### ResearchAssistantAgent
-
-Autonomous web research using Capybara/Cuprite browser automation:
-
-| Tool | Description |
-|------|-------------|
-| `navigate` | Visit URLs |
-| `click` | Click elements by selector or text |
-| `fill_form` | Fill form fields |
-| `extract_text` | Extract text from selectors |
-| `extract_main_content` | Smart content detection |
-| `extract_links` | Get visible links from page |
-| `page_info` | Analyze page structure |
-| `go_back` | Navigate back in history |
-
-### FileAnalyzerAgent
-
-Document and image analysis with vision model support:
-
-| Action | Description |
-|--------|-------------|
-| `analyze_pdf` | Extract and analyze PDF content |
-| `analyze_image` | Vision-based image description |
-| `extract_image_text` | OCR-style text extraction |
-| `extract_text` | Generic file text extraction |
-| `summarize_document` | Document summarization |
-
 ## Setup
 
 ### 1. Install Dependencies
@@ -166,164 +68,18 @@ Run migrations for agent context tables:
 bin/rails db:migrate
 ```
 
-This creates:
-- `agent_contexts` - Conversation sessions
-- `agent_messages` - Individual messages (user/assistant/tool)
-- `agent_generations` - Response metadata and token usage
-
-### 4. Configure Providers
-
-Edit `config/active_agent.yml`:
-
-```yaml
-development:
-  openai:
-    service: "OpenAI"
-    api_key: <%= ENV['OPENAI_API_KEY'] %>
-    model: "gpt-4o"
-    temperature: 0.7
-```
-
-## Usage
-
-### Controller Integration
+### 4. Start the Server
 
-```ruby
-# Synchronous
-result = WritingAssistantAgent.with(
-  content: params[:content],
-  contextable: @page
-).improve.generate_now
-
-# Asynchronous with streaming
-stream_id = SecureRandom.hex(8)
-WritingAssistantAgent.with(
-  content: params[:content],
-  stream_id: stream_id
-).improve.generate_later
-```
-
-### Frontend Streaming
-
-Subscribe to ActionCable channel with the stream_id:
-
-```javascript
-const channel = consumer.subscriptions.create(
-  { channel: "AssistantStreamChannel", stream_id: streamId },
-  {
-    received(data) {
-      if (data.content) {
-        // Append streamed content
-      }
-      if (data.tool_status) {
-        // Show tool execution status
-      }
-      if (data.done) {
-        // Generation complete
-      }
-    }
-  }
-)
-```
-
-### Adding New Agents
-
-1. Create agent class:
-
-```ruby
-# app/agents/my_agent.rb
-class MyAgent < ApplicationAgent
-  has_context
-  has_tools :my_tool
-
-  def my_action
-    create_context(contextable: params[:record])
-    prompt(tools: tools)
-  end
-
-  def my_tool(param:)
-    # Tool implementation
-    { success: true, result: "..." }
-  end
-end
-```
-
-2. Create prompt templates:
-
-```erb
-<%# app/views/my_agent/my_action.text.erb %>
-Please help with: <%= @task %>
-```
-
-3. Create tool schemas:
-
-```json
-<%# app/views/my_agent/tools/my_tool.json.erb %>
-{
-  "type": "function",
-  "name": "my_tool",
-  "description": "Does something useful",
-  "parameters": {
-    "type": "object",
-    "properties": {
-      "param": { "type": "string", "description": "Input parameter" }
-    },
-    "required": ["param"]
-  }
-}
-```
-
-## Database Models
-
-### AgentContext
-
-Stores conversation sessions with polymorphic association:
-
-```ruby
-context = AgentContext.create!(
-  contextable: page,           # Any record (Page, Book, User, etc.)
-  agent_name: "WritingAssistantAgent",
-  action_name: "improve"
-)
-
-context.add_user_message("Please improve this text")
-context.record_generation!(response)
-```
-
-### AgentMessage
-
-Individual conversation turns:
-
-```ruby
-message.role      # "system", "user", "assistant", "tool"
-message.content   # Message text
-message.to_message_hash  # Convert to ActiveAgent format
-```
-
-### AgentGeneration
-
-Response metadata with token tracking:
-
-```ruby
-generation.input_tokens    # Tokens in prompt
-generation.output_tokens   # Tokens in response
-generation.total_tokens    # Total usage
-generation.duration_ms     # Response time
-generation.usage           # AgentUsage object
+```bash
+bin/dev
 ```
 
 ## Documentation
 
 - [Active Agents Integration](docs/active-agents-integration.md) - Detailed implementation guide
-- [Research Assistant](docs/features/research-assistant.md) - Web research feature docs
+- [Tech Diligence Report Generator](docs/features/tech-diligence-report-generator.md) - Document analysis feature
 - [Claude Integration Guide](docs/CLAUDE.md) - Agent development patterns
 
-## Original Writebook
-
-For the base Writebook functionality (books, pages, users, publishing), see the [original Writebook repository](https://github.com/basecamp/writebook).
-
 ## License
 
-This fork maintains the original Writebook license. The AI integration uses:
-- [ActiveAgent](https://github.com/activeagents/activeagent) - MIT License
-- [SolidAgent](https://github.com/activeagents/solid_agent) - MIT License
+MIT License