Merge branch 'main' into micn/save-interactive-requirements

.github/workflows/ci.yml

@@ -1,73 +0,0 @@
-name: CI
-
-on:
-  push:
-  pull_request:
-
-jobs:
-  test:
-    runs-on: ${{ matrix.os }}
-    strategy:
-      matrix:
-        include:
-          - os: ubuntu-latest
-            arch: x86_64
-          - os: ubuntu-latest
-            arch: aarch64
-          - os: macos-latest
-    
-    steps:
-    - uses: actions/checkout@v4
-
-    - name: Install Rust
-      uses: dtolnay/rust-toolchain@stable
-
-    - name: Set up QEMU (for aarch64 on Linux)
-      if: matrix.arch == 'aarch64' && runner.os == 'Linux'
-      uses: docker/setup-qemu-action@v3
-
-    - name: Cache cargo
-      uses: actions/cache@v4
-      with:
-        path: |
-          ~/.cargo/registry
-          ~/.cargo/git
-          target
-        key: ${{ runner.os }}-${{ matrix.arch || 'x86_64' }}-cargo-${{ hashFiles('**/Cargo.lock') }}
-
-    - name: Install system dependencies (Ubuntu)
-      if: runner.os == 'Linux' && matrix.arch != 'aarch64'
-      run: |
-        sudo apt-get update
-        sudo apt-get install -y libx11-dev libxdo-dev libxcb-shape0-dev libxcb-xfixes0-dev libxtst-dev
-
-    - name: Build and test (Linux aarch64)
-      if: matrix.arch == 'aarch64' && runner.os == 'Linux'
-      uses: uraimo/run-on-arch-action@v2
-      with:
-        arch: aarch64
-        distro: ubuntu22.04
-        install: |
-          apt-get update
-          apt-get install -y curl build-essential libx11-dev libxdo-dev libxcb-shape0-dev libxcb-xfixes0-dev libxtst-dev
-          curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
-        run: |
-          . $HOME/.cargo/env
-          cargo build --workspace --exclude g3-computer-control
-          cargo test --workspace --exclude g3-computer-control --lib --tests
-
-    - name: Build (Linux x86_64)
-      if: matrix.arch != 'aarch64' && runner.os == 'Linux'
-      run: cargo build --workspace --exclude g3-computer-control
-
-    - name: Run tests (Linux x86_64)
-      if: matrix.arch != 'aarch64' && runner.os == 'Linux'
-      run: cargo test --workspace --exclude g3-computer-control --lib --tests
-
-    - name: Build (macOS)
-      if: runner.os == 'macOS'
-      run: cargo build --workspace
-
-    - name: Run tests (macOS)
-      if: runner.os == 'macOS'
-      run: cargo test --workspace --lib --tests

CHANGELOG_REQUIREMENTS_PERSISTENCE.md

@@ -0,0 +1,171 @@
+# Changelog: Requirements Persistence Feature
+
+## Summary
+
+Enhanced the accumulative autonomous mode (`--auto` / default mode) to automatically persist requirements to a local `.g3/requirements.md` file.
+
+## Changes Made
+
+### 1. Core Implementation (`crates/g3-cli/src/lib.rs`)
+
+#### New Functions Added:
+
+- **`ensure_g3_dir(workspace_dir: &Path) -> Result<PathBuf>`**
+  - Creates `.g3` directory in the workspace if it doesn't exist
+  - Returns the path to the `.g3` directory
+
+- **`load_existing_requirements(workspace_dir: &Path) -> Result<Vec<String>>`**
+  - Loads requirements from `.g3/requirements.md` if the file exists
+  - Parses numbered requirements (format: `1. requirement text`)
+  - Returns empty vector if file doesn't exist
+
+- **`save_requirements(workspace_dir: &Path, requirements: &[String]) -> Result<()>`**
+  - Saves accumulated requirements to `.g3/requirements.md`
+  - Creates `.g3` directory if needed
+  - Formats as markdown with numbered list
+
+#### Modified Functions:
+
+- **`run_accumulative_mode()`**
+  - Now loads existing requirements on startup
+  - Displays loaded requirements to user
+  - Initializes turn number based on existing requirements count
+  - Saves requirements after each new requirement is added
+  - Shows save confirmation message
+  - Updated `/requirements` command to show file location
+
+### 2. Version Control (`.gitignore`)
+
+- Added `.g3/` directory to `.gitignore`
+- Prevents accidental commit of local requirements
+- Users can opt-in to version control if desired
+
+### 3. Documentation
+
+#### New Documentation:
+
+- **`docs/REQUIREMENTS_PERSISTENCE.md`**
+  - Comprehensive guide to the requirements persistence feature
+  - Usage examples and commands
+  - File format specification
+  - Use cases and best practices
+  - Comparison with traditional autonomous mode
+
+#### Updated Documentation:
+
+- **`README.md`**
+  - Added requirements persistence section to "Getting Started"
+  - Highlighted key benefits (resume, review, share)
+  - Added example showing `.g3/requirements.md` usage
+
+### 4. Testing
+
+- **`test_requirements.sh`**
+  - Simple test script for manual verification
+  - Creates test directory and provides instructions
+
+## User-Facing Changes
+
+### New Behavior
+
+1. **Automatic Saving**
+   - Every requirement entered is immediately saved to `.g3/requirements.md`
+   - User sees confirmation: `💾 Saved to .g3/requirements.md`
+
+2. **Automatic Loading**
+   - On startup, G3 checks for existing `.g3/requirements.md`
+   - If found, loads and displays requirements
+   - Shows: `📂 Loaded N existing requirement(s) from .g3/requirements.md`
+
+3. **Enhanced `/requirements` Command**
+   - Now shows file location in output
+   - Format: `📋 Accumulated Requirements (saved to .g3/requirements.md):`
+
+4. **Session Resumability**
+   - Users can exit and resume work later
+   - Requirements persist across sessions
+   - Turn numbering continues from previous session
+
+### File Structure
+
+```
+my-project/
+├── .g3/
+│   └── requirements.md    # NEW: Accumulated requirements
+├── logs/                  # Existing: Session logs
+└── ... (project files)
+```
+
+### Requirements File Format
+
+```markdown
+# Project Requirements
+
+1. First requirement
+2. Second requirement
+3. Third requirement
+```
+
+## Benefits
+
+1. **Persistence**: No data loss if G3 crashes or is interrupted
+2. **Transparency**: Always know what G3 is working on
+3. **Resumability**: Pick up where you left off
+4. **Documentation**: Requirements serve as project documentation
+5. **Collaboration**: Share requirements with team members
+6. **Auditability**: Track what was requested and when
+
+## Backward Compatibility
+
+- ✅ Fully backward compatible
+- ✅ No breaking changes to existing functionality
+- ✅ Works seamlessly with existing projects
+- ✅ Graceful handling of missing `.g3` directory
+- ✅ Error handling for file I/O issues
+
+## Error Handling
+
+- If `.g3/requirements.md` cannot be read: Shows warning, continues with empty requirements
+- If `.g3/requirements.md` cannot be written: Shows warning, continues with in-memory requirements
+- Non-blocking errors don't interrupt workflow
+
+## Testing Checklist
+
+- [x] Build succeeds without errors
+- [ ] Manual test: Create new requirements in fresh directory
+- [ ] Manual test: Resume session with existing requirements
+- [ ] Manual test: `/requirements` command shows file location
+- [ ] Manual test: Requirements file format is correct
+- [ ] Manual test: Error handling for permission issues
+- [ ] Manual test: `.g3` directory is created automatically
+- [ ] Manual test: `.g3` directory is ignored by git
+
+## Future Enhancements
+
+Potential improvements for future versions:
+
+1. Requirement status tracking (pending, in-progress, completed)
+2. Requirement dependencies and ordering
+3. Requirement templates and snippets
+4. Integration with issue trackers
+5. Requirement validation and linting
+6. Export to other formats (JSON, YAML, etc.)
+7. Requirement search and filtering
+8. Requirement history and versioning
+
+## Migration Guide
+
+No migration needed! The feature works automatically:
+
+1. Update to the new version
+2. Run `g3` in any directory
+3. Enter requirements as usual
+4. Requirements are automatically saved to `.g3/requirements.md`
+
+## Related Files
+
+- `crates/g3-cli/src/lib.rs` - Core implementation
+- `.gitignore` - Version control exclusion
+- `docs/REQUIREMENTS_PERSISTENCE.md` - Feature documentation
+- `README.md` - Updated getting started guide
+- `test_requirements.sh` - Test script

Cargo.lock

@@ -576,26 +576,6 @@ dependencies = [
  "tiny-keccak",
 ]
 
-[[package]]
-name = "const_format"
-version = "0.2.35"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7faa7469a93a566e9ccc1c73fe783b4a65c274c5ace346038dca9c39fe0030ad"
-dependencies = [
- "const_format_proc_macros",
-]
-
-[[package]]
-name = "const_format_proc_macros"
-version = "0.2.34"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1d57c2eccfb16dbac1f4e61e206105db5820c9d26c3c472bc17c774259ef7744"
-dependencies = [
- "proc-macro2",
- "quote",
- "unicode-xid",
-]
-
 [[package]]
 name = "convert_case"
 version = "0.4.0"
@@ -1447,7 +1427,6 @@ dependencies = [
  "anyhow",
  "async-trait",
  "chrono",
- "const_format",
  "futures-util",
  "g3-computer-control",
  "g3-config",
@@ -4111,12 +4090,6 @@ version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1fc81956842c57dac11422a97c3b8195a1ff727f06e85c84ed2e8aa277c9a0fd"
 
-[[package]]
-name = "unicode-xid"
-version = "0.2.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ebc1c04c71510c7f702b52b7c350734c9ff1295c464a03335b00bb84fc54f853"
-
 [[package]]
 name = "unsafe-libyaml"
 version = "0.2.11"

README.md

@@ -137,6 +137,11 @@ G3 is designed for:
 
 The default interactive mode now uses **accumulative autonomous mode**, which combines the best of interactive and autonomous workflows:
 
+**Requirements Persistence**: All requirements are automatically saved to `.g3/requirements.md` in your workspace, allowing you to:
+- Resume work across sessions
+- Review what you've asked G3 to build
+- Share requirements with team members
+
 ```bash
 # Simply run g3 in any directory
 g3
@@ -152,6 +157,9 @@ requirement> create a simple web server in Python with Flask
 # ... autonomous mode runs and implements it ...
 requirement> add a /health endpoint that returns JSON
 # ... autonomous mode runs again with both requirements ...
+
+# Requirements are saved to .g3/requirements.md
+# Use /requirements command to view them
 ```
 
 ### Other Modes

config.coach-player.example.toml

@@ -11,24 +11,12 @@ model = "databricks-claude-sonnet-4"
 max_tokens = 4096
 temperature = 0.1
 use_oauth = true
-# cache_config = "ephemeral"  # Optional: Enable prompt caching for Claude models
-                              # Options: "ephemeral", "5minute", "1hour"
-                              # Reduces costs and latency for repeated prompts. Uses Anthropic's prompt caching with different TTLs.
-                                # The cache control will be automatically applied to:
-                                # - The system prompt at the start of each session
-                                # - Assistant responses after every 10 tool calls
-                                # - 5minute costs $3/mtok, more details below
-                                # https://docs.claude.com/en/docs/build-with-claude/prompt-caching#pricing
 
 [providers.anthropic]
 api_key = "your-anthropic-api-key"
-model = "claude-sonnet-4-5"
+model = "claude-3-haiku-20240307"  # Using a faster model for player
 max_tokens = 4096
 temperature = 0.3  # Slightly higher temperature for more creative implementations
-# cache_config = "ephemeral"  # Optional: Enable prompt caching
-                              # Options: "ephemeral", "5minute", "1hour"
-                              # Reduces costs and latency for repeated prompts. Uses Anthropic's prompt caching with different TTLs.
-# enable_1m_context = true    # optional, more expensive
 
 [agent]
 fallback_default_max_tokens = 8192

config.example.toml

@@ -15,36 +15,6 @@ max_tokens = 4096  # Per-request output limit (how many tokens the model can gen
 temperature = 0.1
 use_oauth = true
 
-[providers.anthropic]
-api_key = "your-anthropic-api-key"
-model = "claude-sonnet-4-5"
-max_tokens = 4096
-temperature = 0.3  # Slightly higher temperature for more creative implementations
-# cache_config = "ephemeral"  # Optional: Enable prompt caching
-# Options: "ephemeral", "5minute", "1hour"
-# Reduces costs and latency for repeated prompts. Uses Anthropic's prompt caching with different TTLs.
-# enable_1m_context = true    # optional, more expensive
-
-
-# Multiple OpenAI-compatible providers can be configured with custom names
-# Each provider gets its own section under [providers.openai_compatible.<name>]
-# [providers.openai_compatible.openrouter]
-# api_key = "your-openrouter-api-key"
-# model = "anthropic/claude-3.5-sonnet"
-# base_url = "https://openrouter.ai/api/v1"
-# max_tokens = 4096
-# temperature = 0.1
-
-# [providers.openai_compatible.groq]
-# api_key = "your-groq-api-key"
-# model = "llama-3.3-70b-versatile"
-# base_url = "https://api.groq.com/openai/v1"
-# max_tokens = 4096
-# temperature = 0.1
-
-# To use one of these providers, set default_provider to the name you chose:
-# default_provider = "openrouter"
-
 [agent]
 fallback_default_max_tokens = 8192
 # max_context_length: Override the context window size for all providers

crates/g3-cli/src/lib.rs

@@ -439,6 +439,51 @@ pub async fn run() -> Result<()> {
     Ok(())
 }
 
+/// Ensure .g3 directory exists in the workspace
+fn ensure_g3_dir(workspace_dir: &Path) -> Result<PathBuf> {
+    let g3_dir = workspace_dir.join(".g3");
+    if !g3_dir.exists() {
+        std::fs::create_dir_all(&g3_dir)?;
+    }
+    Ok(g3_dir)
+}
+
+/// Load existing requirements from .g3/requirements.md if it exists
+fn load_existing_requirements(workspace_dir: &Path) -> Result<Vec<String>> {
+    let g3_dir = workspace_dir.join(".g3");
+    let requirements_file = g3_dir.join("requirements.md");
+    
+    if !requirements_file.exists() {
+        return Ok(Vec::new());
+    }
+    
+    let content = std::fs::read_to_string(&requirements_file)?;
+    
+    // Parse the requirements from the markdown file
+    let mut requirements = Vec::new();
+    for line in content.lines() {
+        // Look for numbered requirements (e.g., "1. requirement text")
+        if let Some(stripped) = line.strip_prefix(|c: char| c.is_ascii_digit()) {
+            if let Some(req) = stripped.strip_prefix(". ") {
+                // Reconstruct the numbered format
+                let num = line.chars().take_while(|c| c.is_ascii_digit()).collect::<String>();
+                requirements.push(format!("{}. {}", num, req));
+            }
+        }
+    }
+    
+    Ok(requirements)
+}
+
+/// Save accumulated requirements to .g3/requirements.md
+fn save_requirements(workspace_dir: &Path, requirements: &[String]) -> Result<()> {
+    let g3_dir = ensure_g3_dir(workspace_dir)?;
+    let requirements_file = g3_dir.join("requirements.md");
+    let content = format!("# Project Requirements\n\n{}\n", requirements.join("\n"));
+    std::fs::write(&requirements_file, content)?;
+    Ok(())
+}
+
 /// Accumulative autonomous mode: accumulates requirements from user input
 /// and runs autonomous mode after each input
 async fn run_accumulative_mode(
@@ -474,9 +519,25 @@ async fn run_accumulative_mode(
         let _ = rl.load_history(history_path);
     }
     
-    // Accumulated requirements stored in memory
+    // Load existing requirements from .g3/requirements.md if it exists
-    let mut accumulated_requirements = Vec::new();
+    let mut accumulated_requirements = match load_existing_requirements(&workspace_dir) {
-    let mut turn_number = 0;
+        Ok(reqs) if !reqs.is_empty() => {
+            output.print("");
+            output.print(&format!("📂 Loaded {} existing requirement(s) from .g3/requirements.md", reqs.len()));
+            output.print("");
+            for req in &reqs {
+                output.print(&format!("   {}", req));
+            }
+            output.print("");
+            reqs
+        }
+        Ok(_) => Vec::new(),
+        Err(e) => {
+            output.print(&format!("⚠️  Warning: Could not load existing requirements: {}", e));
+            Vec::new()
+        }
+    };
+    let mut turn_number = accumulated_requirements.len();
     
     loop {
         output.print(&format!("\n{}", "=".repeat(60)));
@@ -519,7 +580,8 @@ async fn run_accumulative_mode(
                             if accumulated_requirements.is_empty() {
                                 output.print("📋 No requirements accumulated yet");
                             } else {
-                                output.print("📋 Accumulated Requirements:");
+                                let req_file = workspace_dir.join(".g3/requirements.md");
+                                output.print(&format!("📋 Accumulated Requirements (saved to {}):", req_file.display()));
                                 output.print("");
                                 for req in &accumulated_requirements {
                                     output.print(&format!("   {}", req));
@@ -605,6 +667,13 @@ async fn run_accumulative_mode(
                 turn_number += 1;
                 accumulated_requirements.push(format!("{}. {}", turn_number, input));
                 
+                // Save requirements to .g3/requirements.md
+                if let Err(e) = save_requirements(&workspace_dir, &accumulated_requirements) {
+                    output.print(&format!("⚠️  Warning: Could not save requirements to .g3/requirements.md: {}", e));
+                } else {
+                    output.print(&format!("💾 Saved to .g3/requirements.md"));
+                }
+                
                 // Build the complete requirements document
                 let requirements_doc = format!(
                     "# Project Requirements\n\n\
@@ -1686,9 +1755,6 @@ async fn run_autonomous(
                 turn, max_turns
             ));
 
-            // Surface provider info for player agent
-            agent.print_provider_banner("Player");
-
             // Player mode: implement requirements (with coach feedback if available)
             let player_prompt = if coach_feedback.is_empty() {
                 format!(
@@ -1882,9 +1948,6 @@ async fn run_autonomous(
         let mut coach_agent =
             Agent::new_autonomous_with_readme_and_quiet(coach_config, ui_writer, None, quiet).await?;
 
-        // Surface provider info for coach agent
-        coach_agent.print_provider_banner("Coach");
-
         // Ensure coach agent is also in the workspace directory
         project.enter_workspace()?;
 

crates/g3-config/src/lib.rs

@@ -14,9 +14,6 @@ pub struct Config {
 #[derive(Debug, Clone, Serialize, Deserialize)]
 pub struct ProvidersConfig {
     pub openai: Option<OpenAIConfig>,
-    /// Multiple named OpenAI-compatible providers (e.g., openrouter, groq, etc.)
-    #[serde(default)]
-    pub openai_compatible: std::collections::HashMap<String, OpenAIConfig>,
     pub anthropic: Option<AnthropicConfig>,
     pub databricks: Option<DatabricksConfig>,
     pub embedded: Option<EmbeddedConfig>,
@@ -40,8 +37,6 @@ pub struct AnthropicConfig {
     pub model: String,
     pub max_tokens: Option<u32>,
     pub temperature: Option<f32>,
-    pub cache_config: Option<String>, // "ephemeral", "5minute", "1hour", or None to disable
-    pub enable_1m_context: Option<bool>, // Enable 1m context window (costs extra)
 }
 
 #[derive(Debug, Clone, Serialize, Deserialize)]
@@ -126,7 +121,6 @@ impl Default for Config {
         Self {
             providers: ProvidersConfig {
                 openai: None,
-                openai_compatible: std::collections::HashMap::new(),
                 anthropic: None,
                 databricks: Some(DatabricksConfig {
                     host: "https://your-workspace.cloud.databricks.com".to_string(),
@@ -245,7 +239,6 @@ impl Config {
         Self {
             providers: ProvidersConfig {
                 openai: None,
-                openai_compatible: std::collections::HashMap::new(),
                 anthropic: None,
                 databricks: None,
                 embedded: Some(EmbeddedConfig {

crates/g3-console/src/logs.rs

@@ -1,256 +0,0 @@
-use crate::models::{InstanceStats, TurnInfo};
-use anyhow::{Context, Result};
-use chrono::{DateTime, Utc};
-use serde::{Deserialize, Serialize};
-use serde_json::Value;
-use std::fs;
-use std::path::Path;
-
-#[derive(Debug, Clone, Serialize, Deserialize)]
-pub struct LogEntry {
-    pub timestamp: Option<DateTime<Utc>>,
-    pub role: Option<String>,
-    pub content: Option<String>,
-    pub tool_calls: Option<Vec<Value>>,
-    pub raw: Value,
-}
-
-#[derive(Debug, Clone, Serialize, Deserialize)]
-pub struct ChatMessage {
-    pub role: String,
-    pub content: String,
-    pub timestamp: Option<DateTime<Utc>>,
-}
-
-#[derive(Debug, Clone, Serialize, Deserialize)]
-pub struct ToolCall {
-    pub name: String,
-    pub parameters: Value,
-    pub result: Option<String>,
-    pub timestamp: Option<DateTime<Utc>>,
-}
-
-pub struct LogParser;
-
-impl LogParser {
-    /// Parse logs from a workspace directory
-    pub fn parse_logs(workspace: &Path) -> Result<Vec<LogEntry>> {
-        let logs_dir = workspace.join("logs");
-        
-        if !logs_dir.exists() {
-            return Ok(Vec::new());
-        }
-
-        let mut entries = Vec::new();
-
-        // Read all JSON log files
-        for entry in fs::read_dir(&logs_dir).context("Failed to read logs directory")? {
-            let entry = entry?;
-            let path = entry.path();
-            
-            if path.extension().and_then(|s| s.to_str()) == Some("json") {
-                if let Ok(content) = fs::read_to_string(&path) {
-                    if let Ok(json) = serde_json::from_str::<Value>(&content) {
-                        // Try to parse as a log session
-                        if let Some(messages) = json.get("messages").and_then(|m| m.as_array()) {
-                            for msg in messages {
-                                entries.push(LogEntry {
-                                    timestamp: msg.get("timestamp")
-                                        .and_then(|t| t.as_str())
-                                        .and_then(|s| DateTime::parse_from_rfc3339(s).ok())
-                                        .map(|dt| dt.with_timezone(&Utc)),
-                                    role: msg.get("role")
-                                        .and_then(|r| r.as_str())
-                                        .map(String::from),
-                                    content: msg.get("content")
-                                        .and_then(|c| c.as_str())
-                                        .map(String::from),
-                                    tool_calls: msg.get("tool_calls")
-                                        .and_then(|tc| tc.as_array())
-                                        .map(|arr| arr.clone()),
-                                    raw: msg.clone(),
-                                });
-                            }
-                        }
-                    }
-                }
-            }
-        }
-
-        // Sort by timestamp
-        entries.sort_by(|a, b| {
-            match (&a.timestamp, &b.timestamp) {
-                (Some(t1), Some(t2)) => t1.cmp(t2),
-                (Some(_), None) => std::cmp::Ordering::Less,
-                (None, Some(_)) => std::cmp::Ordering::Greater,
-                (None, None) => std::cmp::Ordering::Equal,
-            }
-        });
-
-        Ok(entries)
-    }
-
-    /// Extract chat messages from log entries
-    pub fn extract_chat_messages(entries: &[LogEntry]) -> Vec<ChatMessage> {
-        entries
-            .iter()
-            .filter_map(|entry| {
-                let role = entry.role.clone()?;
-                let content = entry.content.clone()?;
-                
-                Some(ChatMessage {
-                    role,
-                    content,
-                    timestamp: entry.timestamp,
-                })
-            })
-            .collect()
-    }
-
-    /// Extract tool calls from log entries
-    pub fn extract_tool_calls(entries: &[LogEntry]) -> Vec<ToolCall> {
-        let mut tool_calls = Vec::new();
-
-        for entry in entries {
-            if let Some(calls) = &entry.tool_calls {
-                for call in calls {
-                    if let Some(name) = call.get("name").and_then(|n| n.as_str()) {
-                        tool_calls.push(ToolCall {
-                            name: name.to_string(),
-                            parameters: call.get("parameters")
-                                .cloned()
-                                .unwrap_or(Value::Object(serde_json::Map::new())),
-                            result: call.get("result")
-                                .and_then(|r| r.as_str())
-                                .map(String::from),
-                            timestamp: entry.timestamp,
-                        });
-                    }
-                }
-            }
-        }
-
-        tool_calls
-    }
-}
-
-pub struct StatsAggregator;
-
-impl StatsAggregator {
-    /// Aggregate statistics from log entries
-    pub fn aggregate_stats(
-        entries: &[LogEntry],
-        start_time: DateTime<Utc>,
-        is_ensemble: bool,
-    ) -> InstanceStats {
-        let total_tokens = Self::count_tokens(entries);
-        let tool_calls = Self::count_tool_calls(entries);
-        let errors = Self::count_errors(entries);
-        
-        let duration_secs = if let Some(last_entry) = entries.last() {
-            if let Some(last_time) = last_entry.timestamp {
-                (last_time - start_time).num_seconds().max(0) as u64
-            } else {
-                (Utc::now() - start_time).num_seconds().max(0) as u64
-            }
-        } else {
-            (Utc::now() - start_time).num_seconds().max(0) as u64
-        };
-
-        let turns = if is_ensemble {
-            Some(Self::extract_turns(entries))
-        } else {
-            None
-        };
-
-        InstanceStats {
-            total_tokens,
-            tool_calls,
-            errors,
-            duration_secs,
-            turns,
-        }
-    }
-
-    /// Get the latest message content from log entries
-    pub fn get_latest_message(entries: &[LogEntry]) -> Option<String> {
-        entries
-            .iter()
-            .rev()
-            .find(|entry| entry.role.as_deref() == Some("assistant"))
-            .and_then(|entry| entry.content.clone())
-            .or_else(|| {
-                entries
-                    .iter()
-                    .rev()
-                    .find(|entry| entry.content.is_some())
-                    .and_then(|entry| entry.content.clone())
-            })
-    }
-
-    fn count_tokens(entries: &[LogEntry]) -> u64 {
-        // Try to extract token counts from metadata
-        entries
-            .iter()
-            .filter_map(|entry| {
-                entry.raw.get("usage")
-                    .and_then(|u| u.get("total_tokens"))
-                    .and_then(|t| t.as_u64())
-            })
-            .sum()
-    }
-
-    fn count_tool_calls(entries: &[LogEntry]) -> u64 {
-        entries
-            .iter()
-            .filter_map(|entry| entry.tool_calls.as_ref())
-            .map(|calls| calls.len() as u64)
-            .sum()
-    }
-
-    fn count_errors(entries: &[LogEntry]) -> u64 {
-        entries
-            .iter()
-            .filter(|entry| {
-                entry.raw.get("error").is_some()
-                    || entry.content.as_ref().map(|c| c.to_lowercase().contains("error")).unwrap_or(false)
-            })
-            .count() as u64
-    }
-
-    fn extract_turns(entries: &[LogEntry]) -> Vec<TurnInfo> {
-        // Simple implementation: group consecutive assistant messages as turns
-        let mut turns = Vec::new();
-        let mut current_turn_start: Option<DateTime<Utc>> = None;
-        let mut turn_count = 0;
-
-        for entry in entries {
-            if entry.role.as_deref() == Some("assistant") {
-                if current_turn_start.is_none() {
-                    current_turn_start = entry.timestamp;
-                    turn_count += 1;
-                }
-            } else if entry.role.as_deref() == Some("user") {
-                if let Some(start) = current_turn_start {
-                    if let Some(end) = entry.timestamp {
-                        let duration = (end - start).num_seconds().max(0) as u64;
-                        turns.push(TurnInfo {
-                            agent: format!("agent-{}", turn_count),
-                            duration_secs: duration,
-                            status: "completed".to_string(),
-                            color: Self::get_turn_color(turn_count),
-                        });
-                    }
-                    current_turn_start = None;
-                }
-            }
-        }
-
-        turns
-    }
-
-    fn get_turn_color(turn_number: usize) -> String {
-        let colors = vec!["blue", "green", "purple", "orange", "pink", "teal"];
-        colors[turn_number % colors.len()].to_string()
-    }
-}

crates/g3-console/src/process/detector.rs

@@ -3,7 +3,7 @@ use anyhow::Result;
 use chrono::{DateTime, Utc};
 use std::path::PathBuf;
 use sysinfo::{System, Pid, Process};
-use tracing::{debug, info, warn};
+use tracing::{debug, warn};
 
 pub struct ProcessDetector {
     system: System,
@@ -17,11 +17,7 @@ impl ProcessDetector {
     }
 
     pub fn detect_instances(&mut self) -> Result<Vec<Instance>> {
-        info!("Scanning for g3 processes...");
+        self.system.refresh_processes();
-        // Refresh all processes to ensure we catch newly started ones
-        // Using refresh_all() instead of just refresh_processes() to ensure
-        // we get complete information about new processes
-        self.system.refresh_all();
         let mut instances = Vec::new();
 
         // Find all g3 processes
@@ -37,7 +33,7 @@ impl ProcessDetector {
             }
         }
 
-        info!("Detected {} g3 instances", instances.len());
+        debug!("Detected {} g3 instances", instances.len());
         Ok(instances)
     }
 
@@ -49,27 +45,24 @@ impl ProcessDetector {
     ) -> Option<Instance> {
         let cmd_str = cmd.join(" ");
         
-        // Exclude g3-console itself
-        if cmd_str.contains("g3-console") {
-            return None;
-        }
-        
         // Check if this is a g3 binary (more comprehensive check)
         let is_g3_binary = cmd.get(0).map(|s| {
-            (s.ends_with("g3") || s.ends_with("/g3") || s.contains("/target/release/g3") || s.contains("/target/debug/g3"))
+            s.ends_with("g3") || s.ends_with("/g3") || s.contains("/target/release/g3") || s.contains("/target/debug/g3")
-            && !s.contains("g3-") // Exclude other g3-* binaries
         }).unwrap_or(false);
         
-        // Check if this is cargo run with g3 (not g3-console or other variants)
+        // Check if this is cargo run with g3
-        let is_cargo_run = cmd.get(0).map(|s| s.contains("cargo")).unwrap_or(false) 
+        let is_cargo_run = cmd.get(0).map(|s| s.contains("cargo")).unwrap_or(false) && cmd.iter().any(|s| s == "run");
-            && cmd.iter().any(|s| s == "run")
-            && !cmd_str.contains("g3-console");
         
-        // Also check if command line has g3-specific flags
+        // Also check if any part of the command line contains g3-related patterns
-        let has_g3_flags = cmd_str.contains("--workspace") || cmd_str.contains("--autonomous");
+        let has_g3_pattern = cmd_str.contains("g3 ") 
+            || cmd_str.contains("/g3 ")
+            || cmd_str.contains("g3-")
+            || cmd_str.ends_with("g3")
+            || cmd_str.contains("--workspace") // g3-specific flag
+            || cmd_str.contains("--autonomous"); // g3-specific flag
         
-        // Accept if it's a g3 binary or cargo run with g3, and has typical g3 patterns
+        // Accept if it's a g3 binary, cargo run with g3 patterns, or has g3-specific flags
-        let is_g3_process = is_g3_binary || (is_cargo_run && has_g3_flags);
+        let is_g3_process = is_g3_binary || (is_cargo_run && has_g3_pattern) || has_g3_pattern;
         
         if !is_g3_process {
             return None;
@@ -172,7 +165,7 @@ impl ProcessDetector {
     }
 
     pub fn get_process_status(&mut self, pid: u32) -> Option<InstanceStatus> {
-        self.system.refresh_all();
+        self.system.refresh_processes();
         
         let sysinfo_pid = Pid::from_u32(pid);
         if self.system.process(sysinfo_pid).is_some() {

crates/g3-console/web/index.html

@@ -15,7 +15,7 @@
     <div id="app">
         <header class="header">
             <div class="header-content">
-                <h1 class="header-title">G3 Console <span id="live-indicator" class="live-indicator" title="Scanning for processes every 3 seconds">● LIVE</span></h1>
+                <h1 class="header-title">G3 Console</h1>
                 <div class="header-actions">
                     <button id="new-run-btn" class="btn btn-primary">+ New Run</button>
                     <button id="theme-toggle" class="btn btn-secondary">🌙</button>

crates/g3-console/web/js/router.js

@@ -6,7 +6,6 @@ const router = {
     currentInstanceId: null,
     initialized: false,
     renderInProgress: false,
-    REFRESH_INTERVAL_MS: 3000, // Refresh every 3 seconds for live updates
     
     init() {
         console.log('[Router] init() called');
@@ -85,9 +84,6 @@ const router = {
         this.renderInProgress = true;
         
         try {
-            // Flash live indicator
-            this.flashLiveIndicator();
-            
             // Check if we already have a container for instances
             let instancesList = container.querySelector('.instances-list');
             const isInitialLoad = !instancesList;
@@ -171,11 +167,11 @@ const router = {
             
             // Schedule next refresh only if still on home route
             if (this.currentRoute === '/' || this.currentRoute === '') {
-                console.log(`[Router] Scheduling auto-refresh in ${this.REFRESH_INTERVAL_MS}ms`);
+                console.log('[Router] Scheduling auto-refresh in 5 seconds');
                 this.refreshTimeout = setTimeout(() => {
                     console.log('[Router] Auto-refresh triggered');
                     this.renderHome(container);
-                }, this.REFRESH_INTERVAL_MS);
+                }, 5000);
             }
         } catch (error) {
             console.error('[Router] Error in renderHome:', error);
@@ -191,26 +187,12 @@ const router = {
         }
     },
     
-    flashLiveIndicator() {
-        const indicator = document.getElementById('live-indicator');
-        if (indicator) {
-            indicator.style.animation = 'none';
-            // Force reflow
-            void indicator.offsetWidth;
-            indicator.style.animation = null;
-            indicator.style.opacity = '1';
-        }
-    },
-    
     async renderDetail(container, id) {
         console.log('[Router] renderDetail called for', id);
         
         this.currentInstanceId = id;
         
         try {
-            // Flash live indicator
-            this.flashLiveIndicator();
-            
             // Check if we already have a detail view for this instance
             let detailView = container.querySelector('.detail-view');
             const isInitialLoad = !detailView || detailView.getAttribute('data-instance-id') !== id;

crates/g3-console/web/styles/app.css

@@ -64,22 +64,6 @@ body {
     color: var(--text-primary);
 }
 
-.live-indicator {
-    font-size: 0.625rem; /* 75% of 0.833rem */
-    font-weight: 600;
-    color: var(--success);
-    margin-left: 0.75rem;
-    display: inline-flex;
-    align-items: center;
-    gap: 0.25rem;
-    animation: pulse 2s ease-in-out infinite;
-}
-
-@keyframes pulse {
-    0%, 100% { opacity: 1; }
-    50% { opacity: 0.5; }
-}
-
 .header-actions {
     display: flex;
     gap: 1rem;

crates/g3-core/Cargo.toml

@@ -43,8 +43,6 @@ tree-sitter-scheme = "0.24"
 streaming-iterator = "0.1"
 walkdir = "2.4"
 
-const_format = "0.2"
-
 [dev-dependencies]
 tempfile = "3.8"
 serial_test = "3.0"

crates/g3-core/src/lib.rs

@@ -3,7 +3,6 @@ pub mod error_handling;
 pub mod project;
 pub mod task_result;
 pub mod ui_writer;
-
 pub use task_result::TaskResult;
 
 #[cfg(test)]
@@ -20,13 +19,11 @@ mod tilde_expansion_tests;
 
 #[cfg(test)]
 mod error_handling_test;
-mod prompts;
-
 use anyhow::Result;
 use g3_computer_control::WebDriverController;
 use g3_config::Config;
 use g3_execution::CodeExecutor;
-use g3_providers::{CacheControl, CompletionRequest, Message, MessageRole, ProviderRegistry, Tool};
+use g3_providers::{CompletionRequest, Message, MessageRole, ProviderRegistry, Tool};
 #[allow(unused_imports)]
 use regex::Regex;
 use serde::{Deserialize, Serialize};
@@ -34,7 +31,6 @@ use serde_json::json;
 use std::time::{Duration, Instant};
 use tokio_util::sync::CancellationToken;
 use tracing::{debug, error, info, warn};
-use prompts::{SYSTEM_PROMPT_FOR_NON_NATIVE_TOOL_USE, SYSTEM_PROMPT_FOR_NATIVE_TOOL_USE};
 
 #[derive(Debug, Clone, Serialize, Deserialize)]
 pub struct ToolCall {
@@ -427,12 +423,18 @@ Format this as a detailed but concise summary that can be used to resume the con
         self.used_tokens = 0;
 
         // Add the summary as a system message
-        let summary_message = Message::new(MessageRole::System, format!("Previous conversation summary:\n\n{}", summary));
+        let summary_message = Message {
+            role: MessageRole::System,
+            content: format!("Previous conversation summary:\n\n{}", summary),
+        };
         self.add_message(summary_message);
 
         // Add the latest user message if provided
         if let Some(user_msg) = latest_user_message {
-            self.add_message(Message::new(MessageRole::User, user_msg));
+            self.add_message(Message {
+                role: MessageRole::User,
+                content: user_msg,
+            });
         }
 
         let new_chars: usize = self
@@ -754,7 +756,6 @@ pub struct Agent<W: UiWriter> {
     safaridriver_process: std::sync::Arc<tokio::sync::RwLock<Option<tokio::process::Child>>>,
     macax_controller:
         std::sync::Arc<tokio::sync::RwLock<Option<g3_computer_control::MacAxController>>>,
-    tool_call_count: usize,
 }
 
 impl<W: UiWriter> Agent<W> {
@@ -874,21 +875,6 @@ impl<W: UiWriter> Agent<W> {
             }
         }
 
-        // Register OpenAI-compatible providers (e.g., OpenRouter, Groq, etc.)
-        for (name, openai_config) in &config.providers.openai_compatible {
-            if providers_to_register.contains(name) {
-                let openai_provider = g3_providers::OpenAIProvider::new_with_name(
-                    name.clone(),
-                    openai_config.api_key.clone(),
-                    Some(openai_config.model.clone()),
-                    openai_config.base_url.clone(),
-                    openai_config.max_tokens,
-                    openai_config.temperature,
-                )?;
-                providers.register(openai_provider);
-            }
-        }
-
         // Register Anthropic provider if configured AND it's the default provider
         if let Some(anthropic_config) = &config.providers.anthropic {
             if providers_to_register.contains(&"anthropic".to_string()) {
@@ -897,8 +883,6 @@ impl<W: UiWriter> Agent<W> {
                     Some(anthropic_config.model.clone()),
                     anthropic_config.max_tokens,
                     anthropic_config.temperature,
-                    anthropic_config.cache_config.clone(),
-                    anthropic_config.enable_1m_context,
                 )?;
                 providers.register(anthropic_provider);
             }
@@ -940,36 +924,15 @@ impl<W: UiWriter> Agent<W> {
         debug!("Default provider set successfully");
 
         // Determine context window size based on active provider
-        let mut context_warnings = Vec::new();
+        let context_length = Self::get_configured_context_length(&config, &providers)?;
-        let context_length =
-            Self::get_configured_context_length(&config, &providers, &mut context_warnings)?;
         let mut context_window = ContextWindow::new(context_length);
 
-        // Surface any context warnings to the user via UI
+        // If README content is provided, add it as the first system message
-        for warning in context_warnings {
-            ui_writer.print_context_status(&format!("⚠️ {}", warning));
-        }
-
-        // Add system prompt as the FIRST message (before README)
-        // This ensures the agent always has proper tool usage instructions
-        let provider = providers.get(None)?;
-        let provider_has_native_tool_calling = provider.has_native_tool_calling();
-        let _ = provider; // Drop provider reference to avoid borrowing issues
-        
-        let system_prompt = if provider_has_native_tool_calling {
-            // For native tool calling providers, use a more explicit system prompt
-            SYSTEM_PROMPT_FOR_NATIVE_TOOL_USE.to_string()
-        } else {
-            // For non-native providers (embedded models), use JSON format instructions
-            SYSTEM_PROMPT_FOR_NON_NATIVE_TOOL_USE.to_string()
-        };
-        
-        let system_message = Message::new(MessageRole::System, system_prompt);
-        context_window.add_message(system_message);
-        
-        // If README content is provided, add it as a second system message (after the main system prompt)
         if let Some(readme) = readme_content {
-            let readme_message = Message::new(MessageRole::System, readme);
+            let readme_message = Message {
+                role: MessageRole::System,
+                content: readme,
+            };
             context_window.add_message(readme_message);
         }
 
@@ -1025,54 +988,18 @@ impl<W: UiWriter> Agent<W> {
                     None
                 }))
             },
-            tool_call_count: 0,
         })
     }
 
-    /// Validate that the system prompt is the first message in the conversation history.
+    fn get_configured_context_length(config: &Config, providers: &ProviderRegistry) -> Result<u32> {
-    /// This is a critical invariant that must be maintained for proper agent operation.
+        // First, check if there's a global max_context_length override in agent config
-    /// 
+        if let Some(max_context_length) = config.agent.max_context_length {
-    /// # Panics
+            debug!("Using configured agent.max_context_length: {}", max_context_length);
-    /// Panics if:
+            return Ok(max_context_length);
-    /// - The conversation history is empty
-    /// - The first message is not a System message
-    /// - The first message doesn't contain the system prompt markers
-    fn validate_system_prompt_is_first(&self) {
-        if self.context_window.conversation_history.is_empty() {
-            panic!(
-                "FATAL: Conversation history is empty. System prompt must be the first message."
-            );
         }
 
-        let first_message = &self.context_window.conversation_history[0];
+        // Get the configured max_tokens for the current provider
-        
+        fn get_provider_max_tokens(config: &Config, provider_name: &str) -> Option<u32> {
-        if !matches!(first_message.role, MessageRole::System) {
-            panic!(
-                "FATAL: First message is not a System message. Found: {:?}",
-                first_message.role
-            );
-        }
-
-        if !first_message.content.contains("You are G3") {
-            panic!("FATAL: First system message does not contain the system prompt. This likely means the README was added before the system prompt.");
-        }
-    }
-
-    /// Convert cache config string to CacheControl enum
-    fn parse_cache_control(cache_config: &str) -> Option<CacheControl> {
-        match cache_config {
-            "ephemeral" => Some(CacheControl::ephemeral()),
-            "5minute" => Some(CacheControl::five_minute()),
-            "1hour" => Some(CacheControl::one_hour()),
-            _ => {
-                warn!("Invalid cache_config value: '{}'. Valid values are: ephemeral, 5minute, 1hour", cache_config);
-                None
-            }
-        }
-    }
-
-    /// Get the configured max_tokens for a provider from top-level config
-    fn provider_max_tokens(config: &Config, provider_name: &str) -> Option<u32> {
             match provider_name {
                 "anthropic" => config.providers.anthropic.as_ref()?.max_tokens,
                 "openai" => config.providers.openai.as_ref()?.max_tokens,
@@ -1082,61 +1009,6 @@ impl<W: UiWriter> Agent<W> {
             }
         }
 
-    /// Resolve the max_tokens to use for a given provider, applying fallbacks
-    fn resolve_max_tokens(&self, provider_name: &str) -> u32 {
-        match provider_name {
-            "databricks" => Self::provider_max_tokens(&self.config, "databricks")
-                .or(Some(self.config.agent.fallback_default_max_tokens as u32))
-                .unwrap_or(32000),
-            other => Self::provider_max_tokens(&self.config, other)
-                .or(Some(self.config.agent.fallback_default_max_tokens as u32))
-                .unwrap_or(16000),
-        }
-    }
-
-    /// Print provider diagnostics through the UiWriter for visibility
-    pub fn print_provider_banner(&self, role_label: &str) {
-        if let Ok((provider_name, model)) = self.get_provider_info() {
-            let max_tokens = self.resolve_max_tokens(&provider_name);
-            let context_len = self.context_window.total_tokens;
-
-            let mut details = vec![
-                format!("provider={}", provider_name),
-                format!("model={}", model),
-                format!("max_tokens={}", max_tokens),
-                format!("context_window_length={}", context_len),
-            ];
-
-            if let Ok(provider) = self.providers.get(None) {
-                details.push(format!(
-                    "native_tools={}",
-                    if provider.has_native_tool_calling() {
-                        "yes"
-                    } else {
-                        "no"
-                    }
-                ));
-                if provider.supports_cache_control() {
-                    details.push("cache_control=yes".to_string());
-                }
-            }
-
-            self.ui_writer
-                .print_context_status(&format!("{}: {}", role_label, details.join(", ")));
-        }
-    }
-
-    fn get_configured_context_length(
-        config: &Config,
-        providers: &ProviderRegistry,
-        warnings: &mut Vec<String>,
-    ) -> Result<u32> {
-        // First, check if there's a global max_context_length override in agent config
-        if let Some(max_context_length) = config.agent.max_context_length {
-            debug!("Using configured agent.max_context_length: {}", max_context_length);
-            return Ok(max_context_length);
-        }
-
         // Get the active provider to determine context length
         let provider = providers.get(None)?;
         let provider_name = provider.name();
@@ -1163,45 +1035,25 @@ impl<W: UiWriter> Agent<W> {
             }
             "openai" => {
                 // gpt-5 has 400k window
-                if let Some(max_tokens) = Self::provider_max_tokens(config, "openai") {
+                get_provider_max_tokens(config, "openai").unwrap_or(400000)
-                    warnings.push(format!(
-                        "Context length falling back to max_tokens ({}) for provider=openai",
-                        max_tokens
-                    ));
-                    max_tokens
-                } else {
-                    400000
-                }
             }
             "anthropic" => {
                 // Claude models have large context windows
                 // Use configured max_tokens or fall back to default
-                if let Some(max_tokens) = Self::provider_max_tokens(config, "anthropic") {
+                get_provider_max_tokens(config, "anthropic").unwrap_or(200000)
-                    warnings.push(format!(
-                        "Context length falling back to max_tokens ({}) for provider=anthropic",
-                        max_tokens
-                    ));
-                    max_tokens
-                } else {
-                    200000
-                }
             }
             "databricks" => {
                 // Databricks models have varying context windows depending on the model
                 // Use configured max_tokens or fall back to model-specific defaults
-                if let Some(max_tokens) = Self::provider_max_tokens(config, "databricks") {
+                get_provider_max_tokens(config, "databricks").unwrap_or_else(|| {
-                    warnings.push(format!(
+                    if model_name.contains("claude") {
-                        "Context length falling back to max_tokens ({}) for provider=databricks",
-                        max_tokens
-                    ));
-                    max_tokens
-                } else if model_name.contains("claude") {
                         200000 // Claude models on Databricks have large context windows
                     } else if model_name.contains("llama") || model_name.contains("dbrx") {
                         32768 // DBRX supports 32k context
                     } else {
                         16384 // Conservative default for other Databricks models
                     }
+                })
             }
             _ => config.agent.fallback_default_max_tokens as u32,
         };
@@ -1301,7 +1153,7 @@ impl<W: UiWriter> Agent<W> {
     async fn execute_single_task(
         &mut self,
         description: &str,
-        _show_prompt: bool,
+        show_prompt: bool,
         _show_code: bool,
         show_timing: bool,
         cancellation_token: CancellationToken,
@@ -1310,16 +1162,334 @@ impl<W: UiWriter> Agent<W> {
         // This prevents the filter from staying in suppression mode between user interactions
         fixed_filter_json::reset_fixed_json_tool_state();
 
-        // Validate that the system prompt is the first message (critical invariant)
-        self.validate_system_prompt_is_first();
-
         // Generate session ID based on the initial prompt if this is a new session
         if self.session_id.is_none() {
             self.session_id = Some(self.generate_session_id(description));
         }
 
+        // Only add system message if this is the first interaction (empty conversation history)
+        if self.context_window.conversation_history.is_empty() {
+            let provider = self.providers.get(None)?;
+            let system_prompt = if provider.has_native_tool_calling() {
+                // For native tool calling providers, use a more explicit system prompt
+                "You are G3, an AI programming agent of the same skill level as a seasoned engineer at a major technology company. You analyze given tasks and write code to achieve goals.
+
+You have access to tools. When you need to accomplish a task, you MUST use the appropriate tool. Do not just describe what you would do - actually use the tools.
+
+IMPORTANT: You must call tools to achieve goals. When you receive a request:
+1. Analyze and identify what needs to be done
+2. Call the appropriate tool with the required parameters
+3. Continue or complete the task based on the result
+4. If you repeatedly try something and it fails, try a different approach
+5. Call the final_output tool with a detailed summary when done.
+
+For shell commands: Use the shell tool with the exact command needed. Avoid commands that produce a large amount of output, and consider piping those outputs to files. Example: If asked to list files, immediately call the shell tool with command parameter \"ls\".
+If you create temporary files for verification, place these in a subdir named 'tmp'. Do NOT pollute the current dir.
+
+# Task Management with TODO Tools
+
+**REQUIRED for multi-step tasks.** Use TODO tools when your task involves ANY of:
+- Multiple files to create/modify (2+)
+- Multiple distinct steps (3+)
+- Dependencies between steps
+- Testing or verification needed
+- Uncertainty about approach
+
+## Workflow
+
+Every multi-step task follows this pattern:
+1. **Start**: Call todo_read, then todo_write to create your plan
+2. **During**: Execute steps, then todo_read and todo_write to mark progress
+3. **End**: Call todo_read to verify all items complete
+
+Note: todo_write replaces the entire todo.g3.md file, so always read first to preserve content. TODO lists persist across g3 sessions in the workspace directory.
+
+## Examples
+
+**Example 1: Feature Implementation**
+User asks: \"Add user authentication with tests\"
+
+First action:
+{\"tool\": \"todo_read\", \"args\": {}}
+
+Then create plan:
+{\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Add user authentication\\n  - [ ] Create User struct\\n  - [ ] Add login endpoint\\n  - [ ] Add password hashing\\n  - [ ] Write unit tests\\n  - [ ] Write integration tests\"}}
+
+After completing User struct:
+{\"tool\": \"todo_read\", \"args\": {}}
+{\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Add user authentication\\n  - [x] Create User struct\\n  - [ ] Add login endpoint\\n  - [ ] Add password hashing\\n  - [ ] Write unit tests\\n  - [ ] Write integration tests\"}}
+
+**Example 2: Bug Fix**
+User asks: \"Fix the memory leak in cache module\"
+
+{\"tool\": \"todo_read\", \"args\": {}}
+{\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Fix memory leak\\n  - [ ] Review cache.rs\\n  - [ ] Check for unclosed resources\\n  - [ ] Add drop implementation\\n  - [ ] Write test to verify fix\"}}
+
+**Example 3: Refactoring**
+User asks: \"Refactor database layer to use async/await\"
+
+{\"tool\": \"todo_read\", \"args\": {}}
+{\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Refactor to async\\n  - [ ] Update function signatures\\n  - [ ] Replace blocking calls\\n  - [ ] Update all callers\\n  - [ ] Update tests\"}}
+
+## Format
+
+Use markdown checkboxes:
+- \"- [ ]\" for incomplete tasks
+- \"- [x]\" for completed tasks
+- Indent with 2 spaces for subtasks
+
+Keep items short, specific, and action-oriented.
+
+## Benefits
+
+✓ Prevents missed steps
+✓ Makes progress visible
+✓ Helps recover from interruptions
+✓ Creates better summaries
+
+## When NOT to Use
+
+Skip TODO tools for simple single-step tasks:
+- \"List files\" → just use shell
+- \"Read config.json\" → just use read_file
+- \"Search for functions\" → just use code_search
+
+If you can complete it with 1-2 tool calls, skip TODO.
+
+# Code Search Guidelines
+
+IMPORTANT: When searching for code constructs (functions, classes, methods, structs, etc.), ALWAYS use `code_search` instead of shell grep/rg.
+If you create temporary files for verification, place these in a subdir named 'tmp'. Do NOT pollute the current dir.
+
+# Code Search Guidelines
+
+IMPORTANT: When searching for code constructs (functions, classes, methods, structs, etc.), ALWAYS use `code_search` instead of shell grep/rg. 
+It's syntax-aware and finds actual code, not comments or strings. Only use shell grep for:
+  - Searching non-code files (logs, markdown, text)
+  - Simple string searches across all file types
+  - When you need regex for text content (not code structure)
+
+Common code_search query patterns:
+
+**Rust:**
+  - All functions: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"functions\", \"query\": \"(function_item name: (identifier) @name)\", \"language\": \"rust\"}]}}
+  - Async functions: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"async_fns\", \"query\": \"(function_item (function_modifiers) name: (identifier) @name)\", \"language\": \"rust\"}]}}
+  - Structs: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"structs\", \"query\": \"(struct_item name: (type_identifier) @name)\", \"language\": \"rust\"}]}}
+  - Enums: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"enums\", \"query\": \"(enum_item name: (type_identifier) @name)\", \"language\": \"rust\"}]}}
+  - Impl blocks: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"impls\", \"query\": \"(impl_item type: (type_identifier) @name)\", \"language\": \"rust\"}]}}
+
+**Python:**
+  - Functions: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"functions\", \"query\": \"(function_definition name: (identifier) @name)\", \"language\": \"python\"}]}}
+  - Classes: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"classes\", \"query\": \"(class_definition name: (identifier) @name)\", \"language\": \"python\"}]}}
+
+**JavaScript/TypeScript:**
+  - Functions: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"functions\", \"query\": \"(function_declaration name: (identifier) @name)\", \"language\": \"javascript\"}]}}
+  - Classes: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"classes\", \"query\": \"(class_declaration name: (identifier) @name)\", \"language\": \"javascript\"}]}}
+  - Arrow functions: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"arrow_fns\", \"query\": \"(arrow_function) @fn\", \"language\": \"javascript\"}]}}
+
+**Go:**
+  - Functions: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"functions\", \"query\": \"(function_declaration name: (identifier) @name)\", \"language\": \"go\"}]}}
+  - Methods: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"methods\", \"query\": \"(method_declaration name: (field_identifier) @name)\", \"language\": \"go\"}]}}
+
+**Java/C++:**
+  - Classes: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"classes\", \"query\": \"(class_declaration name: (identifier) @name)\", \"language\": \"java\"}]}}
+  - Methods: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"methods\", \"query\": \"(method_declaration name: (identifier) @name)\", \"language\": \"java\"}]}}
+
+**Advanced features:**
+  - Multiple searches: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"funcs\", \"query\": \"(function_item name: (identifier) @name)\", \"language\": \"rust\"}, {\"name\": \"structs\", \"query\": \"(struct_item name: (type_identifier) @name)\", \"language\": \"rust\"}]}}
+  - With context: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"funcs\", \"query\": \"(function_item name: (identifier) @name)\", \"language\": \"rust\", \"context_lines\": 3}]}}
+  - Specific paths: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"funcs\", \"query\": \"(function_item name: (identifier) @name)\", \"language\": \"rust\", \"paths\": [\"src/core\"]}]}}
+
+
+IMPORTANT: If the user asks you to just respond with text (like \"just say hello\" or \"tell me about X\"), do NOT use tools. Simply respond with the requested text directly. Only use tools when you need to execute commands or complete tasks that require action.
+
+When taking screenshots of specific windows (like \"my Safari window\" or \"my terminal\"), ALWAYS use list_windows first to identify the correct window ID, then use take_screenshot with the window_id parameter.
+
+Do not explain what you're going to do - just do it by calling the tools.
+
+
+# Response Guidelines
+
+- Use Markdown formatting for all responses except tool calls.
+- Whenever taking actions, use the pronoun 'I'
+".to_string()
+            } else {
+                // For non-native providers (embedded models), use JSON format instructions
+                "You are G3, a general-purpose AI agent. Your goal is to analyze and solve problems by writing code.
+
+You have access to tools. When you need to accomplish a task, you MUST use the appropriate tool. Do not just describe what you would do - actually use the tools.
+
+# Tool Call Format
+
+When you need to execute a tool, write ONLY the JSON tool call on a new line:
+
+{\"tool\": \"tool_name\", \"args\": {\"param\": \"value\"}
+
+The tool will execute immediately and you'll receive the result (success or error) to continue with.
+
+# Available Tools
+
+Short description for providers without native calling specs:
+
+- **shell**: Execute shell commands
+  - Format: {\"tool\": \"shell\", \"args\": {\"command\": \"your_command_here\"}
+  - Example: {\"tool\": \"shell\", \"args\": {\"command\": \"ls ~/Downloads\"}
+
+- **read_file**: Read the contents of a file (supports partial reads via start/end)
+  - Format: {\"tool\": \"read_file\", \"args\": {\"file_path\": \"path/to/file\", \"start\": 0, \"end\": 100}
+  - Example: {\"tool\": \"read_file\", \"args\": {\"file_path\": \"src/main.rs\"}
+  - Example (partial): {\"tool\": \"read_file\", \"args\": {\"file_path\": \"large.log\", \"start\": 0, \"end\": 1000}
+
+- **write_file**: Write content to a file (creates or overwrites)
+  - Format: {\"tool\": \"write_file\", \"args\": {\"file_path\": \"path/to/file\", \"content\": \"file content\"}
+  - Example: {\"tool\": \"write_file\", \"args\": {\"file_path\": \"src/lib.rs\", \"content\": \"pub fn hello() {}\"}
+
+- **str_replace**: Replace text in a file using a diff
+  - Format: {\"tool\": \"str_replace\", \"args\": {\"file_path\": \"path/to/file\", \"diff\": \"--- old\\n-old text\\n+++ new\\n+new text\"}
+  - Example: {\"tool\": \"str_replace\", \"args\": {\"file_path\": \"src/main.rs\", \"diff\": \"--- old\\n-old_code();\\n+++ new\\n+new_code();\"}
+
+- **final_output**: Signal task completion with a detailed summary of work done in markdown format
+  - Format: {\"tool\": \"final_output\", \"args\": {\"summary\": \"what_was_accomplished\"}
+
+- **todo_read**: Read the entire TODO list from todo.g3.md file in workspace directory
+  - Format: {\"tool\": \"todo_read\", \"args\": {}}
+  - Example: {\"tool\": \"todo_read\", \"args\": {}}
+
+- **todo_write**: Write or overwrite the entire todo.g3.md file (WARNING: overwrites completely, always read first)
+  - Format: {\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Task 1\\n- [ ] Task 2\"}}
+  - Example: {\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Implement feature\\n  - [ ] Write tests\\n  - [ ] Run tests\"}}
+
+- **code_search**: Syntax-aware code search using tree-sitter. Supports Rust, Python, JavaScript, TypeScript.
+  - Format: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"label\", \"query\": \"tree-sitter query\", \"language\": \"rust|python|javascript|typescript\", \"paths\": [\"src/\"], \"context_lines\": 0}]}}
+  - Find functions: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"find_functions\", \"query\": \"(function_item name: (identifier) @name)\", \"language\": \"rust\", \"paths\": [\"src/\"]}]}}
+  - Find async functions: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"find_async\", \"query\": \"(function_item (function_modifiers) name: (identifier) @name)\", \"language\": \"rust\"}]}}
+  - Find structs: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"structs\", \"query\": \"(struct_item name: (type_identifier) @name)\", \"language\": \"rust\"}]}}
+  - Multiple searches: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"funcs\", \"query\": \"(function_item name: (identifier) @name)\", \"language\": \"rust\"}, {\"name\": \"structs\", \"query\": \"(struct_item name: (type_identifier) @name)\", \"language\": \"rust\"}]}}
+  - With context lines: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"funcs\", \"query\": \"(function_item name: (identifier) @name)\", \"language\": \"rust\", \"context_lines\": 3}]}}
+       - \"context\": 3 (show surrounding lines),
+       - \"json_style\": \"stream\" (for large results)
+
+# Instructions
+
+1. Analyze the request and break down into smaller tasks if appropriate
+2. Execute ONE tool at a time. An exception exists for when you're writing files. See below.
+3. STOP when the original request was satisfied
+4. Call the final_output tool when done
+
+For reading files, prioritize use of code_search tool use with multiple search requests per call instead of read_file, if it makes sense.
+
+Exception to using ONE tool at a time:
+If all you’re doing is WRITING files, and you don’t need to do anything else between each step.
+You can issue MULTIPLE write_file tool calls in a request, however you may ONLY make a SINGLE write_file call for any file in that request.
+For example you may call:
+[START OF REQUEST]
+write_file(\"helper.rs\", \"...\")
+write_file(\"file2.txt\", \"...\")
+[DONE]
+
+But NOT:
+[START OF REQUEST]
+write_file(\"helper.rs\", \"...\")
+write_file(\"file2.txt\", \"...\")
+write_file(\"helper.rs\", \"...\")
+[DONE]
+
+# Task Management with TODO Tools
+
+**REQUIRED for multi-step tasks.** Use TODO tools when your task involves ANY of:
+- Multiple files to create/modify (2+)
+- Multiple distinct steps (3+)
+- Dependencies between steps
+- Testing or verification needed
+- Uncertainty about approach
+
+## Workflow
+
+Every multi-step task follows this pattern:
+1. **Start**: Call todo_read, then todo_write to create your plan
+2. **During**: Execute steps, then todo_read and todo_write to mark progress
+3. **End**: Call todo_read to verify all items complete
+
+Note: todo_write replaces the entire list, so always read first to preserve content.
+
+## Examples
+
+**Example 1: Feature Implementation**
+User asks: \"Add user authentication with tests\"
+
+First action:
+{\"tool\": \"todo_read\", \"args\": {}}
+
+Then create plan:
+{\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Add user authentication\\n  - [ ] Create User struct\\n  - [ ] Add login endpoint\\n  - [ ] Add password hashing\\n  - [ ] Write unit tests\\n  - [ ] Write integration tests\"}}
+
+After completing User struct:
+{\"tool\": \"todo_read\", \"args\": {}}
+{\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Add user authentication\\n  - [x] Create User struct\\n  - [ ] Add login endpoint\\n  - [ ] Add password hashing\\n  - [ ] Write unit tests\\n  - [ ] Write integration tests\"}}
+
+**Example 2: Bug Fix**
+User asks: \"Fix the memory leak in cache module\"
+
+{\"tool\": \"todo_read\", \"args\": {}}
+{\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Fix memory leak\\n  - [ ] Review cache.rs\\n  - [ ] Check for unclosed resources\\n  - [ ] Add drop implementation\\n  - [ ] Write test to verify fix\"}}
+
+**Example 3: Refactoring**
+User asks: \"Refactor database layer to use async/await\"
+
+{\"tool\": \"todo_read\", \"args\": {}}
+{\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Refactor to async\\n  - [ ] Update function signatures\\n  - [ ] Replace blocking calls\\n  - [ ] Update all callers\\n  - [ ] Update tests\"}}
+
+## Format
+
+Use markdown checkboxes:
+- \"- [ ]\" for incomplete tasks
+- \"- [x]\" for completed tasks
+- Indent with 2 spaces for subtasks
+
+Keep items short, specific, and action-oriented.
+
+## Benefits
+
+✓ Prevents missed steps
+✓ Makes progress visible
+✓ Helps recover from interruptions
+✓ Creates better summaries
+
+## When NOT to Use
+
+Skip TODO tools for simple single-step tasks:
+- \"List files\" → just use shell
+- \"Read config.json\" → just use read_file
+- \"Search for functions\" → just use code_search
+
+If you can complete it with 1-2 tool calls, skip TODO.
+
+
+# Response Guidelines
+
+- Use Markdown formatting for all responses except tool calls.
+- Whenever taking actions, use the pronoun 'I'
+
+".to_string()
+            };
+
+            if show_prompt {
+                self.ui_writer.print_system_prompt(&system_prompt);
+            }
+
+            // Add system message to context window
+            let system_message = Message {
+                role: MessageRole::System,
+                content: system_prompt,
+            };
+            self.context_window.add_message(system_message);
+        }
+
         // Add user message to context window
-        let user_message = Message::new(MessageRole::User, format!("Task: {}", description));
+        let user_message = Message {
+            role: MessageRole::User,
+            content: format!("Task: {}", description),
+        };
         self.context_window.add_message(user_message);
 
         // Use the complete conversation history for the request
@@ -1327,9 +1497,6 @@ impl<W: UiWriter> Agent<W> {
 
         // Check if provider supports native tool calling and add tools if so
         let provider = self.providers.get(None)?;
-        let provider_name = provider.name().to_string();
-        let _has_native_tool_calling = provider.has_native_tool_calling();
-        let _supports_cache_control = provider.supports_cache_control();
         let tools = if provider.has_native_tool_calling() {
             Some(Self::create_tool_definitions(
                 self.config.webdriver.enabled,
@@ -1339,10 +1506,18 @@ impl<W: UiWriter> Agent<W> {
         } else {
             None
         };
-        let _ = provider; // Drop the provider reference to avoid borrowing issues
 
-        // Get max_tokens from provider configuration, falling back to sensible defaults
+        // Get max_tokens from provider configuration
-        let max_tokens = Some(self.resolve_max_tokens(&provider_name));
+        let max_tokens = match provider.name() {
+            "databricks" => {
+                // Use the model's maximum limit for Databricks to allow large file generation
+                Some(32000)
+            }
+            _ => {
+                // Default for other providers
+                Some(16000)
+            }
+        };
 
         let request = CompletionRequest {
             messages,
@@ -1388,23 +1563,9 @@ impl<W: UiWriter> Agent<W> {
         // Add assistant response to context window only if not empty
         // This prevents the "Skipping empty message" warning when only tools were executed
         if !response_content.trim().is_empty() {
-            let assistant_message = {
+            let assistant_message = Message {
-                // Check if we should use cache control (every 10 tool calls)
+                role: MessageRole::Assistant,
-                if self.tool_call_count > 0 && self.tool_call_count % 10 == 0 {
+                content: response_content.clone(),
-                    let provider = self.providers.get(None)?;
-                    if let Some(cache_config) = match provider.name() {
-                        "anthropic" => self.config.providers.anthropic.as_ref()
-                            .and_then(|c| c.cache_config.as_ref())
-                            .and_then(|config| Self::parse_cache_control(config)),
-                        _ => None,
-                    } {
-                        Message::with_cache_control_validated(MessageRole::Assistant, response_content.clone(), cache_config, provider)
-                    } else {
-                        Message::new(MessageRole::Assistant, response_content.clone())
-                    }
-                } else {
-                    Message::new(MessageRole::Assistant, response_content.clone())
-                }
             };
             self.context_window.add_message(assistant_message);
         } else {
@@ -1607,11 +1768,17 @@ impl<W: UiWriter> Agent<W> {
             .join("\n\n");
 
         let summary_messages = vec![
-            Message::new(MessageRole::System, "You are a helpful assistant that creates concise summaries.".to_string()),
+            Message {
-            Message::new(MessageRole::User, format!(
+                role: MessageRole::System,
+                content: "You are a helpful assistant that creates concise summaries.".to_string(),
+            },
+            Message {
+                role: MessageRole::User,
+                content: format!(
                     "Based on this conversation history, {}\n\nConversation:\n{}",
                     summary_prompt, conversation_text
-                )),
+                ),
+            },
         ];
 
         let provider = self.providers.get(None)?;
@@ -1699,12 +1866,11 @@ impl<W: UiWriter> Agent<W> {
     pub fn reload_readme(&mut self) -> Result<bool> {
         info!("Manual README reload triggered");
 
-        // Check if the second message in conversation history is a system message with README content
+        // Check if the first message in conversation history is a system message with README content
-        // (The first message should always be the system prompt)
         let has_readme = self
             .context_window
             .conversation_history
-            .get(1)  // Check the SECOND message (index 1)
+            .first()
             .map(|m| {
                 matches!(m.role, MessageRole::System)
                     && (m.content.contains("Project README")
@@ -1712,9 +1878,6 @@ impl<W: UiWriter> Agent<W> {
             })
             .unwrap_or(false);
 
-        // Validate that the system prompt is still first
-        self.validate_system_prompt_is_first();
-
         if !has_readme {
             return Ok(false);
         }
@@ -1737,8 +1900,8 @@ impl<W: UiWriter> Agent<W> {
         }
 
         if found_any {
-            // Replace the second message (README) with the new content
+            // Replace the first message with the new content
-            if let Some(first_msg) = self.context_window.conversation_history.get_mut(1) {
+            if let Some(first_msg) = self.context_window.conversation_history.first_mut() {
                 first_msg.content = combined_content;
                 info!("README content reloaded successfully");
                 Ok(true)
@@ -2598,11 +2761,18 @@ impl<W: UiWriter> Agent<W> {
                 .join("\n\n");
 
             let summary_messages = vec![
-                Message::new(MessageRole::System, "You are a helpful assistant that creates concise summaries.".to_string()),
+                Message {
-                Message::new(MessageRole::User, format!(
+                    role: MessageRole::System,
+                    content: "You are a helpful assistant that creates concise summaries."
+                        .to_string(),
+                },
+                Message {
+                    role: MessageRole::User,
+                    content: format!(
                         "Based on this conversation history, {}\n\nConversation:\n{}",
                         summary_prompt, conversation_text
-                )),
+                    ),
+                },
             ];
 
             let provider = self.providers.get(None)?;
@@ -3088,20 +3258,29 @@ impl<W: UiWriter> Agent<W> {
                             // Add the tool call and result to the context window using RAW unfiltered content
                             // This ensures the log file contains the true raw content including JSON tool calls
                             let tool_message = if !raw_content_for_log.trim().is_empty() {
-                                Message::new(MessageRole::Assistant, format!(
+                                Message {
+                                    role: MessageRole::Assistant,
+                                    content: format!(
                                         "{}\n\n{{\"tool\": \"{}\", \"args\": {}}}",
                                         raw_content_for_log.trim(),
                                         tool_call.tool,
                                         tool_call.args
-                                ))
+                                    ),
+                                }
                             } else {
                                 // No text content before tool call, just include the tool call
-                                Message::new(MessageRole::Assistant, format!(
+                                Message {
+                                    role: MessageRole::Assistant,
+                                    content: format!(
                                         "{{\"tool\": \"{}\", \"args\": {}}}",
                                         tool_call.tool, tool_call.args
-                                ))
+                                    ),
+                                }
+                            };
+                            let result_message = Message {
+                                role: MessageRole::User,
+                                content: format!("Tool result: {}", tool_result),
                             };
-                            let result_message = Message::new(MessageRole::User, format!("Tool result: {}", tool_result));
 
                             self.context_window.add_message(tool_message);
                             self.context_window.add_message(result_message);
@@ -3110,8 +3289,7 @@ impl<W: UiWriter> Agent<W> {
                             request.messages = self.context_window.conversation_history.clone();
 
                             // Ensure tools are included for native providers in subsequent iterations
-                            let provider_for_tools = self.providers.get(None)?;
+                            if provider.has_native_tool_calling() {
-                            if provider_for_tools.has_native_tool_calling() {
                                 request.tools = Some(Self::create_tool_definitions(
                                     self.config.webdriver.enabled,
                                     self.config.macax.enabled,
@@ -3442,23 +3620,9 @@ impl<W: UiWriter> Agent<W> {
                         .replace("<</SYS>>", "");
 
                     if !raw_clean.trim().is_empty() {
-                        let assistant_message = {
+                        let assistant_message = Message {
-                            // Check if we should use cache control (every 10 tool calls)
+                            role: MessageRole::Assistant,
-                            if self.tool_call_count > 0 && self.tool_call_count % 10 == 0 {
+                            content: raw_clean,
-                                let provider = self.providers.get(None)?;
-                                if let Some(cache_config) = match provider.name() {
-                                    "anthropic" => self.config.providers.anthropic.as_ref()
-                                        .and_then(|c| c.cache_config.as_ref())
-                                        .and_then(|config| Self::parse_cache_control(config)),
-                                    _ => None,
-                                } {
-                                    Message::with_cache_control_validated(MessageRole::Assistant, raw_clean, cache_config, provider)
-                                } else {
-                                    Message::new(MessageRole::Assistant, raw_clean)
-                                }
-                            } else {
-                                Message::new(MessageRole::Assistant, raw_clean)
-                            }
                         };
                         self.context_window.add_message(assistant_message);
                     }
@@ -3500,10 +3664,7 @@ impl<W: UiWriter> Agent<W> {
         Ok(TaskResult::new(final_response, self.context_window.clone()))
     }
 
-    pub async fn execute_tool(&mut self, tool_call: &ToolCall) -> Result<String> {
+    pub async fn execute_tool(&self, tool_call: &ToolCall) -> Result<String> {
-        // Increment tool call count
-        self.tool_call_count += 1;
-        
         debug!("=== EXECUTING TOOL ===");
         debug!("Tool name: {}", tool_call.tool);
         debug!("Tool args (raw): {:?}", tool_call.args);
@@ -5487,16 +5648,6 @@ mod integration_tests {
 // Implement Drop to clean up safaridriver process
 impl<W: UiWriter> Drop for Agent<W> {
     fn drop(&mut self) {
-        // Validate system prompt invariant on drop (agent exit)
-        // This catches any bugs where the conversation history was corrupted during execution
-        if !self.context_window.conversation_history.is_empty() {
-            if let Err(e) = std::panic::catch_unwind(std::panic::AssertUnwindSafe(|| {
-                self.validate_system_prompt_is_first();
-            })) {
-                eprintln!("\n⚠️  FATAL ERROR ON EXIT: System prompt validation failed: {:?}", e);
-            }
-        }
-        
         // Try to kill safaridriver process if it's still running
         // We need to use try_lock since we can't await in Drop
         if let Ok(mut process_guard) = self.safaridriver_process.try_write() {

crates/g3-core/src/prompts.rs

@@ -1,348 +0,0 @@
-use const_format::concatcp;
-const CODING_STYLE: &'static str = "# IMPORTANT FOR CODING:
-It is very important that you adhere to these principles when writing code. I will use a code quality tool to assess the code you have generated.
-
-### Most important for coding: Specific guideline for code design:
-
-- Functions and methods should be short - at most 80 lines, ideally under 40.
-- Classes should be modular and composable. They should not have more than 20 methods.
-- Do not write deeply nested (above 6 levels deep) ‘if’, ‘match’ or ‘case’ statements, rather refactor into separate logical sections or functions.
-- Code should be written such that it is maintainable and testable.
-- For Rust code write *ALL* test code into a ‘tests’ directory that is a peer to the ‘src’ of each crate, and is for testing code in that crate.
-- For Python code write *ALL* test code into a top level ‘tests’ directory.
-- Each non-trivial function should have test coverage. DO NOT WRITE TESTS FOR INDIVIDUAL FUNCTIONS / METHODS / CLASSES unless they are large and important. Instead write something
-at a higher level of abstraction, closer to an integration test.
-- Write tests in separate files, where the filename should match the main implementation and adding a “_test” suffix.
-
-### Important for coding: General guidelines for code design:
-
-Keep the code as simple as possible, with few if any external dependencies.
-DRY (Don’t repeat yourself) - each small piece code may only occur exactly once in the entire system.
-KISS (Keep it simple, stupid!) - keep each small piece of software simple and unnecessary complexity should be avoided.
-YAGNI (You ain’t gonna need it) - Always implement things when you actually need them never implements things before you need them.
-
-Use Descriptive Names for Code Elements. - As a rule of thumb, use more descriptive names for larger scopes. e.g., name a loop counter variable “i” is good when the scope of the loop is a single line. But don’t name some class field or method parameter “i”.
-
-When modifying an existing code base, do not unnecessarily refactor or modify code that is not directly relevant to the current coding task. It is fine to do so if new code calls/is called by the new functionality, or you prevent code duplication when new functionality is added.
-If possible constrain the side-effects on other pieces of code if possible, this is part of the principle of modularity.
-
-### Important for coding: General advice on designing algorithms:
-
-If possible, consider the \"Gang of Four\" design patterns when writing code.
-
-The Gang of Four (GOF) patterns are set of 23 common software design patterns introduced in the book
-\"Design Patterns: Elements of Reusable Object-Oriented Software\".
-
-These patterns categorize into three main groups:
-
-1. Creational Patterns
-2. Structural Patterns
-3. Behavioral Patterns
-
-These patterns provide solutions to common design problems and help make software systems more modular, flexible and maintainable. Consider using these patterns in your code design.";
-
-const SYSTEM_NATIVE_TOOL_CALLS: &'static str =
-"You are G3, an AI programming agent of the same skill level as a seasoned engineer at a major technology company. You analyze given tasks and write code to achieve goals.
-
-You have access to tools. When you need to accomplish a task, you MUST use the appropriate tool. Do not just describe what you would do - actually use the tools.
-
-IMPORTANT: You must call tools to achieve goals. When you receive a request:
-1. Analyze and identify what needs to be done
-2. Call the appropriate tool with the required parameters
-3. Continue or complete the task based on the result
-4. If you repeatedly try something and it fails, try a different approach
-5. Call the final_output tool with a detailed summary when done.
-
-For shell commands: Use the shell tool with the exact command needed. Avoid commands that produce a large amount of output, and consider piping those outputs to files. Example: If asked to list files, immediately call the shell tool with command parameter \"ls\".
-If you create temporary files for verification, place these in a subdir named 'tmp'. Do NOT pollute the current dir.
-
-# Task Management with TODO Tools
-
-**REQUIRED for multi-step tasks.** Use TODO tools when your task involves ANY of:
-- Multiple files to create/modify (2+)
-- Multiple distinct steps (3+)
-- Dependencies between steps
-- Testing or verification needed
-- Uncertainty about approach
-
-## Workflow
-
-Every multi-step task follows this pattern:
-1. **Start**: Call todo_read, then todo_write to create your plan
-2. **During**: Execute steps, then todo_read and todo_write to mark progress
-3. **End**: Call todo_read to verify all items complete
-
-Note: todo_write replaces the entire todo.g3.md file, so always read first to preserve content. TODO lists persist across g3 sessions in the workspace directory.
-
-## Examples
-
-**Example 1: Feature Implementation**
-User asks: \"Add user authentication with tests\"
-
-First action:
-{\"tool\": \"todo_read\", \"args\": {}}
-
-Then create plan:
-{\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Add user authentication\\n  - [ ] Create User struct\\n  - [ ] Add login endpoint\\n  - [ ] Add password hashing\\n  - [ ] Write unit tests\\n  - [ ] Write integration tests\"}}
-
-After completing User struct:
-{\"tool\": \"todo_read\", \"args\": {}}
-{\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Add user authentication\\n  - [x] Create User struct\\n  - [ ] Add login endpoint\\n  - [ ] Add password hashing\\n  - [ ] Write unit tests\\n  - [ ] Write integration tests\"}}
-
-**Example 2: Bug Fix**
-User asks: \"Fix the memory leak in cache module\"
-
-{\"tool\": \"todo_read\", \"args\": {}}
-{\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Fix memory leak\\n  - [ ] Review cache.rs\\n  - [ ] Check for unclosed resources\\n  - [ ] Add drop implementation\\n  - [ ] Write test to verify fix\"}}
-
-**Example 3: Refactoring**
-User asks: \"Refactor database layer to use async/await\"
-
-{\"tool\": \"todo_read\", \"args\": {}}
-{\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Refactor to async\\n  - [ ] Update function signatures\\n  - [ ] Replace blocking calls\\n  - [ ] Update all callers\\n  - [ ] Update tests\"}}
-
-## Format
-
-Use markdown checkboxes:
-- \"- [ ]\" for incomplete tasks
-- \"- [x]\" for completed tasks
-- Indent with 2 spaces for subtasks
-
-Keep items short, specific, and action-oriented.
-
-## Benefits
-
-✓ Prevents missed steps
-✓ Makes progress visible
-✓ Helps recover from interruptions
-✓ Creates better summaries
-
-## When NOT to Use
-
-Skip TODO tools for simple single-step tasks:
-- \"List files\" → just use shell
-- \"Read config.json\" → just use read_file
-- \"Search for functions\" → just use code_search
-
-If you can complete it with 1-2 tool calls, skip TODO.
-
-# Code Search Guidelines
-
-IMPORTANT: When searching for code constructs (functions, classes, methods, structs, etc.), ALWAYS use `code_search` instead of shell grep/rg.
-If you create temporary files for verification, place these in a subdir named 'tmp'. Do NOT pollute the current dir.
-
-# Code Search Guidelines
-
-IMPORTANT: When searching for code constructs (functions, classes, methods, structs, etc.), ALWAYS use `code_search` instead of shell grep/rg.
-It's syntax-aware and finds actual code, not comments or strings. Only use shell grep for:
-  - Searching non-code files (logs, markdown, text)
-  - Simple string searches across all file types
-  - When you need regex for text content (not code structure)
-
-Common code_search query patterns:
-
-**Rust:**
-  - All functions: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"functions\", \"query\": \"(function_item name: (identifier) @name)\", \"language\": \"rust\"}]}}
-  - Async functions: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"async_fns\", \"query\": \"(function_item (function_modifiers) name: (identifier) @name)\", \"language\": \"rust\"}]}}
-  - Structs: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"structs\", \"query\": \"(struct_item name: (type_identifier) @name)\", \"language\": \"rust\"}]}}
-  - Enums: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"enums\", \"query\": \"(enum_item name: (type_identifier) @name)\", \"language\": \"rust\"}]}}
-  - Impl blocks: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"impls\", \"query\": \"(impl_item type: (type_identifier) @name)\", \"language\": \"rust\"}]}}
-
-**Python:**
-  - Functions: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"functions\", \"query\": \"(function_definition name: (identifier) @name)\", \"language\": \"python\"}]}}
-  - Classes: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"classes\", \"query\": \"(class_definition name: (identifier) @name)\", \"language\": \"python\"}]}}
-
-**JavaScript/TypeScript:**
-  - Functions: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"functions\", \"query\": \"(function_declaration name: (identifier) @name)\", \"language\": \"javascript\"}]}}
-  - Classes: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"classes\", \"query\": \"(class_declaration name: (identifier) @name)\", \"language\": \"javascript\"}]}}
-  - Arrow functions: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"arrow_fns\", \"query\": \"(arrow_function) @fn\", \"language\": \"javascript\"}]}}
-
-**Go:**
-  - Functions: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"functions\", \"query\": \"(function_declaration name: (identifier) @name)\", \"language\": \"go\"}]}}
-  - Methods: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"methods\", \"query\": \"(method_declaration name: (field_identifier) @name)\", \"language\": \"go\"}]}}
-
-**Java/C++:**
-  - Classes: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"classes\", \"query\": \"(class_declaration name: (identifier) @name)\", \"language\": \"java\"}]}}
-  - Methods: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"methods\", \"query\": \"(method_declaration name: (identifier) @name)\", \"language\": \"java\"}]}}
-
-**Advanced features:**
-  - Multiple searches: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"funcs\", \"query\": \"(function_item name: (identifier) @name)\", \"language\": \"rust\"}, {\"name\": \"structs\", \"query\": \"(struct_item name: (type_identifier) @name)\", \"language\": \"rust\"}]}}
-  - With context: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"funcs\", \"query\": \"(function_item name: (identifier) @name)\", \"language\": \"rust\", \"context_lines\": 3}]}}
-  - Specific paths: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"funcs\", \"query\": \"(function_item name: (identifier) @name)\", \"language\": \"rust\", \"paths\": [\"src/core\"]}]}}
-
-
-IMPORTANT: If the user asks you to just respond with text (like \"just say hello\" or \"tell me about X\"), do NOT use tools. Simply respond with the requested text directly. Only use tools when you need to execute commands or complete tasks that require action.
-
-When taking screenshots of specific windows (like \"my Safari window\" or \"my terminal\"), ALWAYS use list_windows first to identify the correct window ID, then use take_screenshot with the window_id parameter.
-
-Do not explain what you're going to do - just do it by calling the tools.
-
-
-# Response Guidelines
-
-- Use Markdown formatting for all responses except tool calls.
-- Whenever taking actions, use the pronoun 'I'
-";
-
-pub const SYSTEM_PROMPT_FOR_NATIVE_TOOL_USE: &'static str =
-concatcp!(CODING_STYLE, SYSTEM_NATIVE_TOOL_CALLS);
-
-const SYSTEM_NON_NATIVE_TOOL_USE: &'static str =
-"You are G3, a general-purpose AI agent. Your goal is to analyze and solve problems by writing code.
-
-You have access to tools. When you need to accomplish a task, you MUST use the appropriate tool. Do not just describe what you would do - actually use the tools.
-
-# Tool Call Format
-
-When you need to execute a tool, write ONLY the JSON tool call on a new line:
-
-{\"tool\": \"tool_name\", \"args\": {\"param\": \"value\"}
-
-The tool will execute immediately and you'll receive the result (success or error) to continue with.
-
-# Available Tools
-
-Short description for providers without native calling specs:
-
-- **shell**: Execute shell commands
-  - Format: {\"tool\": \"shell\", \"args\": {\"command\": \"your_command_here\"}
-  - Example: {\"tool\": \"shell\", \"args\": {\"command\": \"ls ~/Downloads\"}
-
-- **read_file**: Read the contents of a file (supports partial reads via start/end)
-  - Format: {\"tool\": \"read_file\", \"args\": {\"file_path\": \"path/to/file\", \"start\": 0, \"end\": 100}
-  - Example: {\"tool\": \"read_file\", \"args\": {\"file_path\": \"src/main.rs\"}
-  - Example (partial): {\"tool\": \"read_file\", \"args\": {\"file_path\": \"large.log\", \"start\": 0, \"end\": 1000}
-
-- **write_file**: Write content to a file (creates or overwrites)
-  - Format: {\"tool\": \"write_file\", \"args\": {\"file_path\": \"path/to/file\", \"content\": \"file content\"}
-  - Example: {\"tool\": \"write_file\", \"args\": {\"file_path\": \"src/lib.rs\", \"content\": \"pub fn hello() {}\"}
-
-- **str_replace**: Replace text in a file using a diff
-  - Format: {\"tool\": \"str_replace\", \"args\": {\"file_path\": \"path/to/file\", \"diff\": \"--- old\\n-old text\\n+++ new\\n+new text\"}
-  - Example: {\"tool\": \"str_replace\", \"args\": {\"file_path\": \"src/main.rs\", \"diff\": \"--- old\\n-old_code();\\n+++ new\\n+new_code();\"}
-
-- **final_output**: Signal task completion with a detailed summary of work done in markdown format
-  - Format: {\"tool\": \"final_output\", \"args\": {\"summary\": \"what_was_accomplished\"}
-
-- **todo_read**: Read the entire TODO list from todo.g3.md file in workspace directory
-  - Format: {\"tool\": \"todo_read\", \"args\": {}}
-  - Example: {\"tool\": \"todo_read\", \"args\": {}}
-
-- **todo_write**: Write or overwrite the entire todo.g3.md file (WARNING: overwrites completely, always read first)
-  - Format: {\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Task 1\\n- [ ] Task 2\"}}
-  - Example: {\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Implement feature\\n  - [ ] Write tests\\n  - [ ] Run tests\"}}
-
-- **code_search**: Syntax-aware code search using tree-sitter. Supports Rust, Python, JavaScript, TypeScript.
-  - Format: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"label\", \"query\": \"tree-sitter query\", \"language\": \"rust|python|javascript|typescript\", \"paths\": [\"src/\"], \"context_lines\": 0}]}}
-  - Find functions: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"find_functions\", \"query\": \"(function_item name: (identifier) @name)\", \"language\": \"rust\", \"paths\": [\"src/\"]}]}}
-  - Find async functions: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"find_async\", \"query\": \"(function_item (function_modifiers) name: (identifier) @name)\", \"language\": \"rust\"}]}}
-  - Find structs: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"structs\", \"query\": \"(struct_item name: (type_identifier) @name)\", \"language\": \"rust\"}]}}
-  - Multiple searches: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"funcs\", \"query\": \"(function_item name: (identifier) @name)\", \"language\": \"rust\"}, {\"name\": \"structs\", \"query\": \"(struct_item name: (type_identifier) @name)\", \"language\": \"rust\"}]}}
-  - With context lines: {\"tool\": \"code_search\", \"args\": {\"searches\": [{\"name\": \"funcs\", \"query\": \"(function_item name: (identifier) @name)\", \"language\": \"rust\", \"context_lines\": 3}]}}
-       - \"context\": 3 (show surrounding lines),
-       - \"json_style\": \"stream\" (for large results)
-
-# Instructions
-
-1. Analyze the request and break down into smaller tasks if appropriate
-2. Execute ONE tool at a time. An exception exists for when you're writing files. See below.
-3. STOP when the original request was satisfied
-4. Call the final_output tool when done
-
-For reading files, prioritize use of code_search tool use with multiple search requests per call instead of read_file, if it makes sense.
-
-Exception to using ONE tool at a time:
-If all you’re doing is WRITING files, and you don’t need to do anything else between each step.
-You can issue MULTIPLE write_file tool calls in a request, however you may ONLY make a SINGLE write_file call for any file in that request.
-For example you may call:
-[START OF REQUEST]
-write_file(\"helper.rs\", \"...\")
-write_file(\"file2.txt\", \"...\")
-[DONE]
-
-But NOT:
-[START OF REQUEST]
-write_file(\"helper.rs\", \"...\")
-write_file(\"file2.txt\", \"...\")
-write_file(\"helper.rs\", \"...\")
-[DONE]
-
-# Task Management with TODO Tools
-
-**REQUIRED for multi-step tasks.** Use TODO tools when your task involves ANY of:
-- Multiple files to create/modify (2+)
-- Multiple distinct steps (3+)
-- Dependencies between steps
-- Testing or verification needed
-- Uncertainty about approach
-
-## Workflow
-
-Every multi-step task follows this pattern:
-1. **Start**: Call todo_read, then todo_write to create your plan
-2. **During**: Execute steps, then todo_read and todo_write to mark progress
-3. **End**: Call todo_read to verify all items complete
-
-Note: todo_write replaces the entire list, so always read first to preserve content.
-
-## Examples
-
-**Example 1: Feature Implementation**
-User asks: \"Add user authentication with tests\"
-
-First action:
-{\"tool\": \"todo_read\", \"args\": {}}
-
-Then create plan:
-{\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Add user authentication\\n  - [ ] Create User struct\\n  - [ ] Add login endpoint\\n  - [ ] Add password hashing\\n  - [ ] Write unit tests\\n  - [ ] Write integration tests\"}}
-
-After completing User struct:
-{\"tool\": \"todo_read\", \"args\": {}}
-{\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Add user authentication\\n  - [x] Create User struct\\n  - [ ] Add login endpoint\\n  - [ ] Add password hashing\\n  - [ ] Write unit tests\\n  - [ ] Write integration tests\"}}
-
-**Example 2: Bug Fix**
-User asks: \"Fix the memory leak in cache module\"
-
-{\"tool\": \"todo_read\", \"args\": {}}
-{\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Fix memory leak\\n  - [ ] Review cache.rs\\n  - [ ] Check for unclosed resources\\n  - [ ] Add drop implementation\\n  - [ ] Write test to verify fix\"}}
-
-**Example 3: Refactoring**
-User asks: \"Refactor database layer to use async/await\"
-
-{\"tool\": \"todo_read\", \"args\": {}}
-{\"tool\": \"todo_write\", \"args\": {\"content\": \"- [ ] Refactor to async\\n  - [ ] Update function signatures\\n  - [ ] Replace blocking calls\\n  - [ ] Update all callers\\n  - [ ] Update tests\"}}
-
-## Format
-
-Use markdown checkboxes:
-- \"- [ ]\" for incomplete tasks
-- \"- [x]\" for completed tasks
-- Indent with 2 spaces for subtasks
-
-Keep items short, specific, and action-oriented.
-
-## Benefits
-
-✓ Prevents missed steps
-✓ Makes progress visible
-✓ Helps recover from interruptions
-✓ Creates better summaries
-
-## When NOT to Use
-
-Skip TODO tools for simple single-step tasks:
-- \"List files\" → just use shell
-- \"Read config.json\" → just use read_file
-- \"Search for functions\" → just use code_search
-
-If you can complete it with 1-2 tool calls, skip TODO.
-
-
-# Response Guidelines
-
-- Use Markdown formatting for all responses except tool calls.
-- Whenever taking actions, use the pronoun 'I'
-";
-
-pub const SYSTEM_PROMPT_FOR_NON_NATIVE_TOOL_USE: &'static str =
-    concatcp!(CODING_STYLE, SYSTEM_NON_NATIVE_TOOL_USE);

crates/g3-core/src/task_result_comprehensive_tests.rs

@@ -6,10 +6,14 @@ use std::sync::Arc;
 fn test_task_result_basic_functionality() {
     // Create a context window with some messages
     let mut context = ContextWindow::new(10000);
-    context.add_message(Message::new(MessageRole::User, "Test message 1".to_string())
+    context.add_message(Message {
-    );
+        role: MessageRole::User,
-    context.add_message(Message::new(MessageRole::Assistant, "Response 1".to_string())
+        content: "Test message 1".to_string(),
-    );
+    });
+    context.add_message(Message {
+        role: MessageRole::Assistant,
+        content: "Response 1".to_string(),
+    });
     
     // Create a TaskResult
     let response = "This is the response\n\nFinal output block".to_string();
@@ -96,7 +100,10 @@ fn test_context_window_preservation() {
     
     // Add some messages
     for i in 0..5 {
-        context.add_message(Message::new(if i % 2 == 0 { MessageRole::User } else { MessageRole::Assistant }, format!("Message {}", i)));
+        context.add_message(Message {
+            role: if i % 2 == 0 { MessageRole::User } else { MessageRole::Assistant },
+            content: format!("Message {}", i),
+        });
     }
     
     // Create TaskResult

crates/g3-core/tests/test_context_thinning.rs

@@ -46,10 +46,10 @@ fn test_thin_context_basic() {
     // Add some messages to the first third
     for i in 0..9 {
         if i % 2 == 0 {
-            context.add_message(Message::new(
+            context.add_message(Message {
-                MessageRole::Assistant,
+                role: MessageRole::Assistant,
-                format!("Assistant message {}", i),
+                content: format!("Assistant message {}", i),
-            ));
+            });
         } else {
             // Add tool results with varying sizes
             let content = if i == 1 {
@@ -63,10 +63,10 @@ fn test_thin_context_basic() {
                 format!("Tool result: small result {}", i)
             };
             
-            context.add_message(Message::new(
+            context.add_message(Message {
-                MessageRole::User,
+                role: MessageRole::User,
                 content,
-            ));
+            });
         }
     }
     
@@ -98,10 +98,10 @@ fn test_thin_write_file_tool_calls() {
     let mut context = ContextWindow::new(10000);
     
     // Add some messages including a write_file tool call with large content
-    context.add_message(Message::new(
+    context.add_message(Message {
-        MessageRole::User,
+        role: MessageRole::User,
-        "Please create a large file".to_string(),
+        content: "Please create a large file".to_string(),
-    ));
+    });
     
     // Add an assistant message with a write_file tool call containing large content
     let large_content = "x".repeat(1500);
@@ -109,22 +109,22 @@ fn test_thin_write_file_tool_calls() {
         r#"{{"tool": "write_file", "args": {{"file_path": "test.txt", "content": "{}"}}}}"#,
         large_content
     );
-    context.add_message(Message::new(
+    context.add_message(Message {
-        MessageRole::Assistant,
+        role: MessageRole::Assistant,
-        format!("I'll create that file.\n\n{}", tool_call_json),
+        content: format!("I'll create that file.\n\n{}", tool_call_json),
-    ));
+    });
     
-    context.add_message(Message::new(
+    context.add_message(Message {
-        MessageRole::User,
+        role: MessageRole::User,
-        "Tool result: ✅ Successfully wrote 1500 lines".to_string(),
+        content: "Tool result: ✅ Successfully wrote 1500 lines".to_string(),
-    ));
+    });
     
     // Add more messages to ensure we have enough for "first third" logic
     for i in 0..6 {
-        context.add_message(Message::new(
+        context.add_message(Message {
-            MessageRole::Assistant,
+            role: MessageRole::Assistant,
-            format!("Response {}", i),
+            content: format!("Response {}", i),
-        ));
+        });
     }
     
     // Trigger thinning at 50%
@@ -154,10 +154,10 @@ fn test_thin_str_replace_tool_calls() {
     let mut context = ContextWindow::new(10000);
     
     // Add some messages including a str_replace tool call with large diff
-    context.add_message(Message::new(
+    context.add_message(Message {
-        MessageRole::User,
+        role: MessageRole::User,
-        "Please update the file".to_string(),
+        content: "Please update the file".to_string(),
-    ));
+    });
     
     // Add an assistant message with a str_replace tool call containing large diff
     let large_diff = format!("--- old\n{}\n+++ new\n{}", "-old line\n".repeat(100), "+new line\n".repeat(100));
@@ -165,22 +165,22 @@ fn test_thin_str_replace_tool_calls() {
         r#"{{"tool": "str_replace", "args": {{"file_path": "test.txt", "diff": "{}"}}}}"#,
         large_diff.replace('\n', "\\n")
     );
-    context.add_message(Message::new(
+    context.add_message(Message {
-        MessageRole::Assistant,
+        role: MessageRole::Assistant,
-        format!("I'll update that file.\n\n{}", tool_call_json),
+        content: format!("I'll update that file.\n\n{}", tool_call_json),
-    ));
+    });
     
-    context.add_message(Message::new(
+    context.add_message(Message {
-        MessageRole::User,
+        role: MessageRole::User,
-        "Tool result: ✅ applied unified diff".to_string(),
+        content: "Tool result: ✅ applied unified diff".to_string(),
-    ));
+    });
     
     // Add more messages to ensure we have enough for "first third" logic
     for i in 0..6 {
-        context.add_message(Message::new(
+        context.add_message(Message {
-            MessageRole::Assistant,
+            role: MessageRole::Assistant,
-            format!("Response {}", i),
+            content: format!("Response {}", i),
-        ));
+        });
     }
     
     // Trigger thinning at 50%
@@ -212,10 +212,10 @@ fn test_thin_context_no_large_results() {
     
     // Add only small messages
     for i in 0..9 {
-        context.add_message(Message::new(
+        context.add_message(Message {
-            MessageRole::User,
+            role: MessageRole::User,
-            format!("Tool result: small {}", i),
+            content: format!("Tool result: small {}", i),
-        ));
+        });
     }
     
     context.used_tokens = 5000;
@@ -244,7 +244,7 @@ fn test_thin_context_only_affects_first_third() {
             MessageRole::Assistant
         };
         
-        context.add_message(Message::new(role, content));
+        context.add_message(Message { role, content });
     }
     
     context.used_tokens = 5000;

crates/g3-core/tests/test_todo_context_thinning.rs

@@ -8,18 +8,27 @@ fn test_todo_read_results_not_thinned() {
     let mut context = ContextWindow::new(10000);
     
     // Add a todo_read tool call
-    context.add_message(Message::new(MessageRole::Assistant, r#"{"tool": "todo_read", "args": {}}"#.to_string()));
+    context.add_message(Message {
+        role: MessageRole::Assistant,
+        content: r#"{"tool": "todo_read", "args": {}}"#.to_string(),
+    });
     
     // Add a large TODO result (> 500 chars)
     let large_todo_result = format!(
         "Tool result: 📝 TODO list:\n{}",
         "- [ ] Task with long description\n".repeat(50)
     );
-    context.add_message(Message::new(MessageRole::User, large_todo_result.clone()));
+    context.add_message(Message {
+        role: MessageRole::User,
+        content: large_todo_result.clone(),
+    });
     
     // Add more messages to ensure we have enough for "first third" logic
     for i in 0..6 {
-        context.add_message(Message::new(MessageRole::Assistant, format!("Response {}", i)))
+        context.add_message(Message {
+            role: MessageRole::Assistant,
+            content: format!("Response {}", i),
+        });
     }
     
     // Trigger thinning at 50%
@@ -56,18 +65,27 @@ fn test_todo_write_results_not_thinned() {
     
     // Add a todo_write tool call
     let large_content = "- [ ] Task\n".repeat(100);
-    context.add_message(Message::new(MessageRole::Assistant, format!(r#"{{"tool": "todo_write", "args": {{"content": "{}"}}}}"#, large_content)));
+    context.add_message(Message {
+        role: MessageRole::Assistant,
+        content: format!(r#"{{"tool": "todo_write", "args": {{"content": "{}"}}}}"#, large_content),
+    });
     
     // Add a large TODO write result
     let large_todo_result = format!(
         "Tool result: ✅ TODO list updated ({} chars) and saved to todo.g3.md",
         large_content.len()
     );
-    context.add_message(Message::new(MessageRole::User, large_todo_result.clone()));
+    context.add_message(Message {
+        role: MessageRole::User,
+        content: large_todo_result.clone(),
+    });
     
     // Add more messages
     for i in 0..6 {
-        context.add_message(Message::new(MessageRole::Assistant, format!("Response {}", i)))
+        context.add_message(Message {
+            role: MessageRole::Assistant,
+            content: format!("Response {}", i),
+        });
     }
     
     // Trigger thinning at 50%
@@ -101,15 +119,24 @@ fn test_non_todo_results_still_thinned() {
     let mut context = ContextWindow::new(10000);
     
     // Add a non-TODO tool call (e.g., read_file)
-    context.add_message(Message::new(MessageRole::Assistant, r#"{"tool": "read_file", "args": {"file_path": "test.txt"}}"#.to_string()));
+    context.add_message(Message {
+        role: MessageRole::Assistant,
+        content: r#"{"tool": "read_file", "args": {"file_path": "test.txt"}}"#.to_string(),
+    });
     
     // Add a large read_file result (> 500 chars)
     let large_result = format!("Tool result: {}", "x".repeat(1500));
-    context.add_message(Message::new(MessageRole::User, large_result));
+    context.add_message(Message {
+        role: MessageRole::User,
+        content: large_result,
+    });
     
     // Add more messages
     for i in 0..6 {
-        context.add_message(Message::new(MessageRole::Assistant, format!("Response {}", i)))
+        context.add_message(Message {
+            role: MessageRole::Assistant,
+            content: format!("Response {}", i),
+        });
     }
     
     // Trigger thinning at 50%
@@ -145,18 +172,27 @@ fn test_todo_read_with_spaces_in_tool_name() {
     let mut context = ContextWindow::new(10000);
     
     // Add a todo_read tool call with spaces (JSON formatting variation)
-    context.add_message(Message::new(MessageRole::Assistant, r#"{"tool": "todo_read", "args": {}}"#.to_string()));
+    context.add_message(Message {
+        role: MessageRole::Assistant,
+        content: r#"{"tool": "todo_read", "args": {}}"#.to_string(),
+    });
     
     // Add a large TODO result
     let large_todo_result = format!(
         "Tool result: 📝 TODO list:\n{}",
         "- [ ] Task\n".repeat(50)
     );
-    context.add_message(Message::new(MessageRole::User, large_todo_result.clone()));
+    context.add_message(Message {
+        role: MessageRole::User,
+        content: large_todo_result.clone(),
+    });
     
     // Add more messages
     for i in 0..6 {
-        context.add_message(Message::new(MessageRole::Assistant, format!("Response {}", i)))
+        context.add_message(Message {
+            role: MessageRole::Assistant,
+            content: format!("Response {}", i),
+        });
     }
     
     // Trigger thinning

crates/g3-core/tests/test_todo_persistence.rs

@@ -27,7 +27,7 @@ fn get_todo_path(temp_dir: &TempDir) -> PathBuf {
 #[serial]
 async fn test_todo_write_creates_file() {
     let temp_dir = TempDir::new().unwrap();
-    let mut agent = create_test_agent_in_dir(&temp_dir).await;
+    let agent = create_test_agent_in_dir(&temp_dir).await;
     let todo_path = get_todo_path(&temp_dir);
     
     // Initially, todo.g3.md should not exist
@@ -67,7 +67,7 @@ async fn test_todo_read_from_file() {
     fs::write(&todo_path, test_content).unwrap();
     
     // Create agent (should load from file)
-    let mut agent = create_test_agent_in_dir(&temp_dir).await;
+    let agent = create_test_agent_in_dir(&temp_dir).await;
     
     // Create a tool call to read TODO
     let tool_call = g3_core::ToolCall {
@@ -88,7 +88,7 @@ async fn test_todo_read_from_file() {
 #[serial]
 async fn test_todo_read_empty_file() {
     let temp_dir = TempDir::new().unwrap();
-    let mut agent = create_test_agent_in_dir(&temp_dir).await;
+    let agent = create_test_agent_in_dir(&temp_dir).await;
     
     // Create a tool call to read TODO (file doesn't exist)
     let tool_call = g3_core::ToolCall {
@@ -111,7 +111,7 @@ async fn test_todo_persistence_across_agents() {
     
     // Agent 1: Write TODO
     {
-        let mut agent = create_test_agent_in_dir(&temp_dir).await;
+        let agent = create_test_agent_in_dir(&temp_dir).await;
         let tool_call = g3_core::ToolCall {
             tool: "todo_write".to_string(),
             args: serde_json::json!({
@@ -126,7 +126,7 @@ async fn test_todo_persistence_across_agents() {
     
     // Agent 2: Read TODO (new agent instance)
     {
-        let mut agent = create_test_agent_in_dir(&temp_dir).await;
+        let agent = create_test_agent_in_dir(&temp_dir).await;
         let tool_call = g3_core::ToolCall {
             tool: "todo_read".to_string(),
             args: serde_json::json!({}),
@@ -143,7 +143,7 @@ async fn test_todo_persistence_across_agents() {
 #[serial]
 async fn test_todo_update_preserves_file() {
     let temp_dir = TempDir::new().unwrap();
-    let mut agent = create_test_agent_in_dir(&temp_dir).await;
+    let agent = create_test_agent_in_dir(&temp_dir).await;
     let todo_path = get_todo_path(&temp_dir);
     
     // Write initial TODO
@@ -173,7 +173,7 @@ async fn test_todo_update_preserves_file() {
 #[serial]
 async fn test_todo_handles_large_content() {
     let temp_dir = TempDir::new().unwrap();
-    let mut agent = create_test_agent_in_dir(&temp_dir).await;
+    let agent = create_test_agent_in_dir(&temp_dir).await;
     let todo_path = get_todo_path(&temp_dir);
     
     // Create a large TODO (but under the 50k limit)
@@ -202,7 +202,7 @@ async fn test_todo_handles_large_content() {
 #[serial]
 async fn test_todo_respects_size_limit() {
     let temp_dir = TempDir::new().unwrap();
-    let mut agent = create_test_agent_in_dir(&temp_dir).await;
+    let agent = create_test_agent_in_dir(&temp_dir).await;
     
     // Create content that exceeds the default 50k limit
     let huge_content = "x".repeat(60_000);
@@ -232,7 +232,7 @@ async fn test_todo_agent_initialization_loads_file() {
     fs::write(&todo_path, initial_content).unwrap();
     
     // Create agent - should load the file during initialization
-    let mut agent = create_test_agent_in_dir(&temp_dir).await;
+    let agent = create_test_agent_in_dir(&temp_dir).await;
     
     // Read TODO - should return the pre-existing content
     let tool_call = g3_core::ToolCall {
@@ -248,7 +248,7 @@ async fn test_todo_agent_initialization_loads_file() {
 #[serial]
 async fn test_todo_handles_unicode_content() {
     let temp_dir = TempDir::new().unwrap();
-    let mut agent = create_test_agent_in_dir(&temp_dir).await;
+    let agent = create_test_agent_in_dir(&temp_dir).await;
     let todo_path = get_todo_path(&temp_dir);
     
     // Create TODO with unicode characters
@@ -283,7 +283,7 @@ async fn test_todo_handles_unicode_content() {
 #[serial]
 async fn test_todo_empty_content_creates_empty_file() {
     let temp_dir = TempDir::new().unwrap();
-    let mut agent = create_test_agent_in_dir(&temp_dir).await;
+    let agent = create_test_agent_in_dir(&temp_dir).await;
     let todo_path = get_todo_path(&temp_dir);
     
     // Write empty TODO
@@ -306,7 +306,7 @@ async fn test_todo_empty_content_creates_empty_file() {
 #[serial]
 async fn test_todo_whitespace_only_content() {
     let temp_dir = TempDir::new().unwrap();
-    let mut agent = create_test_agent_in_dir(&temp_dir).await;
+    let agent = create_test_agent_in_dir(&temp_dir).await;
     
     // Write whitespace-only TODO
     let tool_call = g3_core::ToolCall {

crates/g3-providers/src/anthropic.rs

@@ -21,18 +21,22 @@
 //!     // Create the provider with your API key
 //!     let provider = AnthropicProvider::new(
 //!         "your-api-key".to_string(),
-//!         Some("claude-3-5-sonnet-20241022".to_string()),
+//!         Some("claude-3-5-sonnet-20241022".to_string()), // Optional: defaults to claude-3-5-sonnet-20241022
-//!         Some(4096),
+//!         Some(4096),  // Optional: max tokens
-//!         Some(0.1),
+//!         Some(0.1),   // Optional: temperature
-//!         None, // cache_config
-//!         None, // enable_1m_context
 //!     )?;
 //!
 //!     // Create a completion request
 //!     let request = CompletionRequest {
 //!         messages: vec![
-//!             Message::new(MessageRole::System, "You are a helpful assistant.".to_string()),
+//!             Message {
-//!             Message::new(MessageRole::User, "Hello! How are you?".to_string()),
+//!                 role: MessageRole::System,
+//!                 content: "You are a helpful assistant.".to_string(),
+//!             },
+//!             Message {
+//!                 role: MessageRole::User,
+//!                 content: "Hello! How are you?".to_string(),
+//!             },
 //!         ],
 //!         max_tokens: Some(1000),
 //!         temperature: Some(0.7),
@@ -58,16 +62,15 @@
 //! async fn main() -> anyhow::Result<()> {
 //!     let provider = AnthropicProvider::new(
 //!         "your-api-key".to_string(),
-//!         None,
+//!         None, None, None,
-//!         None,
-//!         None,
-//!         None, // cache_config
-//!         None, // enable_1m_context
 //!     )?;
 //!
 //!     let request = CompletionRequest {
 //!         messages: vec![
-//!             Message::new(MessageRole::User, "Write a short story about a robot.".to_string()),
+//!             Message {
+//!                 role: MessageRole::User,
+//!                 content: "Write a short story about a robot.".to_string(),
+//!             },
 //!         ],
 //!         max_tokens: Some(1000),
 //!         temperature: Some(0.7),
@@ -120,8 +123,6 @@ pub struct AnthropicProvider {
     model: String,
     max_tokens: u32,
     temperature: f32,
-    cache_config: Option<String>,
-    enable_1m_context: bool,
 }
 
 impl AnthropicProvider {
@@ -130,8 +131,6 @@ impl AnthropicProvider {
         model: Option<String>,
         max_tokens: Option<u32>,
         temperature: Option<f32>,
-        cache_config: Option<String>,
-        enable_1m_context: Option<bool>,
     ) -> Result<Self> {
         let client = Client::builder()
             .timeout(Duration::from_secs(300))
@@ -148,8 +147,6 @@ impl AnthropicProvider {
             model,
             max_tokens: max_tokens.unwrap_or(4096),
             temperature: temperature.unwrap_or(0.1),
-            cache_config,
-            enable_1m_context: enable_1m_context.unwrap_or(false),
         })
     }
 
@@ -159,12 +156,9 @@ impl AnthropicProvider {
             .post(ANTHROPIC_API_URL)
             .header("x-api-key", &self.api_key)
             .header("anthropic-version", ANTHROPIC_VERSION)
+            // Anthropic beta 1m context window. Enable if needed. It costs extra, so check first.
+            // .header("anthropic-beta", "context-1m-2025-08-07")
             .header("content-type", "application/json");
-        
-        if self.enable_1m_context {
-            builder = builder.header("anthropic-beta", "context-1m-2025-08-07");
-        }
-        
         if streaming {
             builder = builder.header("accept", "text/event-stream");
         }
@@ -172,11 +166,6 @@ impl AnthropicProvider {
         builder
     }
 
-    fn convert_cache_control(cache_control: &crate::CacheControl) -> crate::CacheControl {
-        // Anthropic uses the same format, so just clone it
-        cache_control.clone()
-    }
-
     fn convert_tools(&self, tools: &[Tool]) -> Vec<AnthropicTool> {
         tools
             .iter()
@@ -225,8 +214,6 @@ impl AnthropicProvider {
                         role: "user".to_string(),
                         content: vec![AnthropicContent::Text {
                             text: message.content.clone(),
-                            cache_control: message.cache_control.as_ref()
-                                .map(Self::convert_cache_control),
                         }],
                     });
                 }
@@ -235,8 +222,6 @@ impl AnthropicProvider {
                         role: "assistant".to_string(),
                         content: vec![AnthropicContent::Text {
                             text: message.content.clone(),
-                            cache_control: message.cache_control.as_ref()
-                                .map(Self::convert_cache_control),
                         }],
                     });
                 }
@@ -579,7 +564,7 @@ impl LLMProvider for AnthropicProvider {
             .content
             .iter()
             .filter_map(|c| match c {
-                AnthropicContent::Text { text, .. } => Some(text.as_str()),
+                AnthropicContent::Text { text } => Some(text.as_str()),
                 _ => None,
             })
             .collect::<Vec<_>>()
@@ -673,11 +658,6 @@ impl LLMProvider for AnthropicProvider {
         // Claude models support native tool calling
         true
     }
-    
-    fn supports_cache_control(&self) -> bool {
-        // Anthropic supports cache control
-        true
-    }
 }
 
 // Anthropic API request/response structures
@@ -721,11 +701,7 @@ struct AnthropicMessage {
 #[serde(tag = "type")]
 enum AnthropicContent {
     #[serde(rename = "text")]
-    Text { 
+    Text { text: String },
-        text: String,
-        #[serde(skip_serializing_if = "Option::is_none")]
-        cache_control: Option<crate::CacheControl>,
-    },
     #[serde(rename = "tool_use")]
     ToolUse {
         id: String,
@@ -795,14 +771,21 @@ mod tests {
             None,
             None,
             None,
-            None,
-            None,
         ).unwrap();
 
         let messages = vec![
-            Message::new(MessageRole::System, "You are a helpful assistant.".to_string()),
+            Message {
-            Message::new(MessageRole::User, "Hello!".to_string()),
+                role: MessageRole::System,
-            Message::new(MessageRole::Assistant, "Hi there!".to_string()),
+                content: "You are a helpful assistant.".to_string(),
+            },
+            Message {
+                role: MessageRole::User,
+                content: "Hello!".to_string(),
+            },
+            Message {
+                role: MessageRole::Assistant,
+                content: "Hi there!".to_string(),
+            },
         ];
 
         let (system, anthropic_messages) = provider.convert_messages(&messages).unwrap();
@@ -820,11 +803,14 @@ mod tests {
             Some("claude-3-haiku-20240307".to_string()),
             Some(1000),
             Some(0.5),
-            None,
-            None,
         ).unwrap();
 
-        let messages = vec![Message::new(MessageRole::User, "Test message".to_string())];
+        let messages = vec![
+            Message {
+                role: MessageRole::User,
+                content: "Test message".to_string(),
+            },
+        ];
 
         let request_body = provider
             .create_request_body(&messages, None, false, 1000, 0.5)
@@ -845,8 +831,6 @@ mod tests {
             None,
             None,
             None,
-            None,
-            None,
         ).unwrap();
 
         let tools = vec![
@@ -875,48 +859,4 @@ mod tests {
         assert!(anthropic_tools[0].input_schema.required.is_some());
         assert_eq!(anthropic_tools[0].input_schema.required.as_ref().unwrap()[0], "location");
     }
-
-    #[test]
-    fn test_cache_control_serialization() {
-        let provider = AnthropicProvider::new(
-            "test-key".to_string(),
-            None,
-            None,
-            None,
-            None,
-            None,
-        ).unwrap();
-
-        // Test message WITHOUT cache_control
-        let messages_without = vec![Message::new(MessageRole::User, "Hello".to_string())];
-        let (_, anthropic_messages_without) = provider.convert_messages(&messages_without).unwrap();
-        let json_without = serde_json::to_string(&anthropic_messages_without).unwrap();
-        
-        println!("Anthropic JSON without cache_control: {}", json_without);
-        // Check if cache_control appears in the JSON
-        if json_without.contains("cache_control") {
-            println!("WARNING: JSON contains 'cache_control' field when not configured!");
-            assert!(!json_without.contains("\"cache_control\":null"), 
-                    "JSON should not contain 'cache_control: null'");
-        }
-
-        // Test message WITH cache_control
-        let messages_with = vec![Message::with_cache_control(
-            MessageRole::User,
-            "Hello".to_string(),
-            crate::CacheControl::ephemeral(),
-        )];
-        let (_, anthropic_messages_with) = provider.convert_messages(&messages_with).unwrap();
-        let json_with = serde_json::to_string(&anthropic_messages_with).unwrap();
-        
-        println!("Anthropic JSON with cache_control: {}", json_with);
-        assert!(json_with.contains("cache_control"), 
-                "JSON should contain 'cache_control' field when configured");
-        assert!(json_with.contains("ephemeral"), 
-                "JSON should contain 'ephemeral' type");
-        
-        // The key assertion: when cache_control is None, it should not appear in JSON
-        assert!(!json_without.contains("cache_control") || !json_without.contains("null"),
-                "JSON should not contain 'cache_control' field or null values when not configured");
-    }
 }

crates/g3-providers/src/databricks.rs

@@ -39,7 +39,10 @@
 //!     // Create a completion request
 //!     let request = CompletionRequest {
 //!         messages: vec![
-//!             Message::new(MessageRole::User, "Hello! How are you?".to_string()),
+//!             Message {
+//!                 role: MessageRole::User,
+//!                 content: "Hello! How are you?".to_string(),
+//!             },
 //!         ],
 //!         max_tokens: Some(1000),
 //!         temperature: Some(0.7),
@@ -248,12 +251,9 @@ impl DatabricksProvider {
                 MessageRole::Assistant => "assistant",
             };
 
-            // Always use simple string format (Databricks doesn't support cache_control)
-            let content = serde_json::Value::String(message.content.clone());
-
             databricks_messages.push(DatabricksMessage {
                 role: role.to_string(),
-                content: Some(content),
+                content: Some(message.content.clone()),
                 tool_calls: None, // Only used in responses, not requests
             });
         }
@@ -864,22 +864,8 @@ impl LLMProvider for DatabricksProvider {
         let content = databricks_response
             .choices
             .first()
-            .and_then(|choice| {
+            .and_then(|choice| choice.message.content.as_ref())
-                choice.message.content.as_ref().map(|c| {
+            .cloned()
-                    // Handle both string and array formats
-                    if let Some(s) = c.as_str() {
-                        s.to_string()
-                    } else if let Some(arr) = c.as_array() {
-                        // Extract text from content blocks
-                        arr.iter()
-                            .filter_map(|block| block.get("text").and_then(|t| t.as_str()))
-                            .collect::<Vec<_>>()
-                            .join("")
-                    } else {
-                        String::new()
-                    }
-                })
-            })
             .unwrap_or_default();
 
         // Check if there are tool calls in the response
@@ -1051,10 +1037,6 @@ impl LLMProvider for DatabricksProvider {
         // This includes Claude, Llama, DBRX, and most other models on the platform
         true
     }
-    
-    fn supports_cache_control(&self) -> bool {
-        false
-    }
 }
 
 // Databricks API request/response structures
@@ -1085,8 +1067,7 @@ struct DatabricksFunction {
 #[derive(Debug, Serialize, Deserialize)]
 struct DatabricksMessage {
     role: String,
-    #[serde(skip_serializing_if = "Option::is_none")]
+    content: Option<String>, // Make content optional since tool calls might not have content
-    content: Option<serde_json::Value>, // Can be string or array of content blocks
     #[serde(skip_serializing_if = "Option::is_none")]
     tool_calls: Option<Vec<DatabricksToolCall>>, // Add tool_calls field for responses
 }
@@ -1173,9 +1154,18 @@ mod tests {
         .unwrap();
 
         let messages = vec![
-            Message::new(MessageRole::System, "You are a helpful assistant.".to_string()),
+            Message {
-            Message::new(MessageRole::User, "Hello!".to_string()),
+                role: MessageRole::System,
-            Message::new(MessageRole::Assistant, "Hi there!".to_string()),
+                content: "You are a helpful assistant.".to_string(),
+            },
+            Message {
+                role: MessageRole::User,
+                content: "Hello!".to_string(),
+            },
+            Message {
+                role: MessageRole::Assistant,
+                content: "Hi there!".to_string(),
+            },
         ];
 
         let databricks_messages = provider.convert_messages(&messages).unwrap();
@@ -1197,7 +1187,10 @@ mod tests {
         )
         .unwrap();
 
-        let messages = vec![Message::new(MessageRole::User, "Test message".to_string())];
+        let messages = vec![Message {
+            role: MessageRole::User,
+            content: "Test message".to_string(),
+        }];
 
         let request_body = provider
             .create_request_body(&messages, None, false, 1000, 0.5)
@@ -1280,62 +1273,4 @@ mod tests {
         assert!(llama_provider.has_native_tool_calling());
         assert!(dbrx_provider.has_native_tool_calling());
     }
-
-    #[test]
-    fn test_cache_control_serialization() {
-        let provider = DatabricksProvider::from_token(
-            "https://test.databricks.com".to_string(),
-            "test-token".to_string(),
-            "databricks-claude-sonnet-4".to_string(),
-            None,
-            None,
-        )
-        .unwrap();
-
-        // Test message WITHOUT cache_control
-        let messages_without = vec![Message::new(MessageRole::User, "Hello".to_string())];
-        let databricks_messages_without = provider.convert_messages(&messages_without).unwrap();
-        let json_without = serde_json::to_string(&databricks_messages_without).unwrap();
-        
-        println!("JSON without cache_control: {}", json_without);
-        assert!(!json_without.contains("cache_control"), 
-                "JSON should not contain 'cache_control' field when not configured");
-
-        // Test message WITH cache_control - should still NOT include it (Databricks doesn't support it)
-        let messages_with = vec![Message::with_cache_control(
-            MessageRole::User,
-            "Hello".to_string(),
-            crate::CacheControl::ephemeral(),
-        )];
-        let databricks_messages_with = provider.convert_messages(&messages_with).unwrap();
-        let json_with = serde_json::to_string(&databricks_messages_with).unwrap();
-        
-        println!("JSON with cache_control: {}", json_with);
-        assert!(!json_with.contains("cache_control"), 
-                "JSON should NOT contain 'cache_control' field - Databricks doesn't support it");
-    }
-
-    #[test]
-    fn test_databricks_does_not_support_cache_control() {
-        let claude_provider = DatabricksProvider::from_token(
-            "https://test.databricks.com".to_string(),
-            "test-token".to_string(),
-            "databricks-claude-sonnet-4".to_string(),
-            None,
-            None,
-        )
-        .unwrap();
-
-        let llama_provider = DatabricksProvider::from_token(
-            "https://test.databricks.com".to_string(),
-            "test-token".to_string(),
-            "databricks-meta-llama-3-3-70b-instruct".to_string(),
-            None,
-            None,
-        )
-        .unwrap();
-
-        assert!(!claude_provider.supports_cache_control(), "Databricks should not support cache_control even for Claude models");
-        assert!(!llama_provider.supports_cache_control(), "Databricks should not support cache_control for Llama models");
-    }
 }

crates/g3-providers/src/lib.rs

@@ -21,11 +21,6 @@ pub trait LLMProvider: Send + Sync {
     fn has_native_tool_calling(&self) -> bool {
         false
     }
-    
-    /// Check if the provider supports cache control
-    fn supports_cache_control(&self) -> bool {
-        false
-    }
 }
 
 #[derive(Debug, Clone, Serialize, Deserialize)]
@@ -37,40 +32,10 @@ pub struct CompletionRequest {
     pub tools: Option<Vec<Tool>>,
 }
 
-#[derive(Debug, Clone, Serialize, Deserialize)]
-pub struct CacheControl {
-    #[serde(rename = "type")]
-    pub cache_type: CacheType,
-    #[serde(skip_serializing_if = "Option::is_none")]
-    pub ttl: Option<String>,
-}
-
-#[derive(Debug, Clone, Serialize, Deserialize, PartialEq)]
-#[serde(rename_all = "lowercase")]
-pub enum CacheType {
-    Ephemeral,
-}
-
-impl CacheControl {
-    pub fn ephemeral() -> Self {
-        Self { cache_type: CacheType::Ephemeral, ttl: None }
-    }
-    
-    pub fn five_minute() -> Self {
-        Self { cache_type: CacheType::Ephemeral, ttl: Some("5m".to_string()) }
-    }
-    
-    pub fn one_hour() -> Self {
-        Self { cache_type: CacheType::Ephemeral, ttl: Some("1h".to_string()) }
-    }
-}
-
 #[derive(Debug, Clone, Serialize, Deserialize)]
 pub struct Message {
     pub role: MessageRole,
     pub content: String,
-    #[serde(skip_serializing_if = "Option::is_none")]
-    pub cache_control: Option<CacheControl>,
 }
 
 #[derive(Debug, Clone, Serialize, Deserialize)]
@@ -130,45 +95,6 @@ pub use databricks::DatabricksProvider;
 pub use embedded::EmbeddedProvider;
 pub use openai::OpenAIProvider;
 
-impl Message {
-    /// Create a new message with optional cache control
-    pub fn new(role: MessageRole, content: String) -> Self {
-        Self {
-            role,
-            content,
-            cache_control: None,
-        }
-    }
-
-    /// Create a new message with cache control
-    pub fn with_cache_control(role: MessageRole, content: String, cache_control: CacheControl) -> Self {
-        Self {
-            role,
-            content,
-            cache_control: Some(cache_control),
-        }
-    }
-    
-    /// Create a message with cache control, with provider validation
-    pub fn with_cache_control_validated(
-        role: MessageRole, 
-        content: String, 
-        cache_control: CacheControl,
-        provider: &dyn LLMProvider
-    ) -> Self {
-        if !provider.supports_cache_control() {
-            tracing::warn!(
-                "Cache control requested for provider '{}' which does not support it. \
-                Cache control is only supported by Anthropic and Anthropic via Databricks.",
-                provider.name()
-            );
-            return Self::new(role, content);
-        }
-        
-        Self::with_cache_control(role, content, cache_control)
-    }
-}
-
 /// Provider registry for managing multiple LLM providers
 pub struct ProviderRegistry {
     providers: HashMap<String, Box<dyn LLMProvider>>,
@@ -218,68 +144,3 @@ impl Default for ProviderRegistry {
         Self::new()
     }
 }
-
-#[cfg(test)]
-mod tests {
-    use super::*;
-
-    #[test]
-    fn test_message_serialization_without_cache_control() {
-        let msg = Message::new(MessageRole::User, "Hello".to_string());
-        let json = serde_json::to_string(&msg).unwrap();
-        
-        println!("Message JSON without cache_control: {}", json);
-        assert!(!json.contains("cache_control"), 
-                "JSON should not contain 'cache_control' field when not configured");
-    }
-
-    #[test]
-    fn test_message_serialization_with_cache_control() {
-        let msg = Message::with_cache_control(
-            MessageRole::User,
-            "Hello".to_string(),
-            CacheControl::ephemeral(),
-        );
-        let json = serde_json::to_string(&msg).unwrap();
-        
-        println!("Message JSON with cache_control: {}", json);
-        assert!(json.contains("cache_control"), 
-                "JSON should contain 'cache_control' field when configured");
-        assert!(json.contains("ephemeral"), 
-                "JSON should contain 'ephemeral' value");
-        assert!(json.contains("\"type\":"), 
-                "JSON should contain 'type' field in cache_control");
-        assert!(!json.contains("null"), 
-                "JSON should not contain null values");
-    }
-
-    #[test]
-    fn test_cache_control_five_minute_serialization() {
-        let msg = Message::with_cache_control(
-            MessageRole::User,
-            "Hello".to_string(),
-            CacheControl::five_minute(),
-        );
-        let json = serde_json::to_string(&msg).unwrap();
-        
-        println!("Message JSON with 5-minute cache_control: {}", json);
-        assert!(json.contains("cache_control"), "JSON should contain 'cache_control' field");
-        assert!(json.contains("ephemeral"), "JSON should contain 'ephemeral' type");
-        assert!(json.contains("\"ttl\":\"5m\""), "JSON should contain ttl field with 5m value");
-    }
-
-    #[test]
-    fn test_cache_control_one_hour_serialization() {
-        let msg = Message::with_cache_control(
-            MessageRole::User,
-            "Hello".to_string(),
-            CacheControl::one_hour(),
-        );
-        let json = serde_json::to_string(&msg).unwrap();
-        
-        println!("Message JSON with 1-hour cache_control: {}", json);
-        assert!(json.contains("cache_control"), "JSON should contain 'cache_control' field");
-        assert!(json.contains("ephemeral"), "JSON should contain 'ephemeral' type");
-        assert!(json.contains("\"ttl\":\"1h\""), "JSON should contain ttl field with 1h value");
-    }
-}

crates/g3-providers/src/openai.rs

@@ -22,7 +22,6 @@ pub struct OpenAIProvider {
     base_url: String,
     max_tokens: Option<u32>,
     _temperature: Option<f32>,
-    name: String,
 }
 
 impl OpenAIProvider {
@@ -32,24 +31,6 @@ impl OpenAIProvider {
         base_url: Option<String>,
         max_tokens: Option<u32>,
         temperature: Option<f32>,
-    ) -> Result<Self> {
-        Self::new_with_name(
-            "openai".to_string(),
-            api_key,
-            model,
-            base_url,
-            max_tokens,
-            temperature,
-        )
-    }
-
-    pub fn new_with_name(
-        name: String,
-        api_key: String,
-        model: Option<String>,
-        base_url: Option<String>,
-        max_tokens: Option<u32>,
-        temperature: Option<f32>,
     ) -> Result<Self> {
         Ok(Self {
             client: Client::new(),
@@ -58,7 +39,6 @@ impl OpenAIProvider {
             base_url: base_url.unwrap_or_else(|| "https://api.openai.com/v1".to_string()),
             max_tokens,
             _temperature: temperature,
-            name,
         })
     }
 
@@ -373,7 +353,7 @@ impl LLMProvider for OpenAIProvider {
     }
 
     fn name(&self) -> &str {
-        &self.name
+        "openai"
     }
 
     fn model(&self) -> &str {

crates/g3-providers/tests/cache_control_error_regression_test.rs

@@ -1,131 +0,0 @@
-//! Regression test for cache_control serialization bug
-//!
-//! This test verifies that cache_control is NOT serialized in the wrong format.
-//! The bug was that it serialized as:
-//!   - `system.0.cache_control.ephemeral.ttl` (WRONG)
-//!
-//! It should serialize as:
-//!   - `"cache_control": {"type": "ephemeral"}` for ephemeral
-//!   - `"cache_control": {"type": "ephemeral", "ttl": "5m"}` for 5minute
-//!   - `"cache_control": {"type": "ephemeral", "ttl": "1h"}` for 1hour
-
-use g3_providers::{CacheControl, Message, MessageRole};
-
-#[test]
-fn test_no_wrong_serialization_format() {
-    // Test ephemeral
-    let msg = Message::with_cache_control(
-        MessageRole::System,
-        "Test".to_string(),
-        CacheControl::ephemeral(),
-    );
-    let json = serde_json::to_string(&msg).unwrap();
-    
-    println!("Ephemeral message JSON: {}", json);
-    
-    // Should NOT contain the wrong format
-    assert!(!json.contains("system.0.cache_control"), 
-            "JSON should not contain 'system.0.cache_control' path");
-    assert!(!json.contains("cache_control.ephemeral"), 
-            "JSON should not contain 'cache_control.ephemeral' path");
-    
-    // Should contain the correct format
-    assert!(json.contains(r#""cache_control":{"type":"ephemeral"}"#),
-            "JSON should contain correct cache_control format");
-}
-
-#[test]
-fn test_five_minute_no_wrong_format() {
-    let msg = Message::with_cache_control(
-        MessageRole::System,
-        "Test".to_string(),
-        CacheControl::five_minute(),
-    );
-    let json = serde_json::to_string(&msg).unwrap();
-    
-    println!("5-minute message JSON: {}", json);
-    
-    // Should NOT contain the wrong format
-    assert!(!json.contains("system.0.cache_control"), 
-            "JSON should not contain 'system.0.cache_control' path");
-    assert!(!json.contains("cache_control.ephemeral.ttl"), 
-            "JSON should not contain 'cache_control.ephemeral.ttl' path");
-    
-    // Should contain the correct format with ttl as a direct field
-    assert!(json.contains(r#""type":"ephemeral""#),
-            "JSON should contain type field");
-    assert!(json.contains(r#""ttl":"5m""#),
-            "JSON should contain ttl field with value 5m");
-}
-
-#[test]
-fn test_one_hour_no_wrong_format() {
-    let msg = Message::with_cache_control(
-        MessageRole::System,
-        "Test".to_string(),
-        CacheControl::one_hour(),
-    );
-    let json = serde_json::to_string(&msg).unwrap();
-    
-    println!("1-hour message JSON: {}", json);
-    
-    // Should NOT contain the wrong format
-    assert!(!json.contains("system.0.cache_control"), 
-            "JSON should not contain 'system.0.cache_control' path");
-    assert!(!json.contains("cache_control.ephemeral.ttl"), 
-            "JSON should not contain 'cache_control.ephemeral.ttl' path");
-    
-    // Should contain the correct format with ttl as a direct field
-    assert!(json.contains(r#""type":"ephemeral""#),
-            "JSON should contain type field");
-    assert!(json.contains(r#""ttl":"1h""#),
-            "JSON should contain ttl field with value 1h");
-}
-
-#[test]
-fn test_cache_control_structure_is_flat() {
-    // Verify that the cache_control object has a flat structure
-    // with 'type' and optional 'ttl' at the same level
-    
-    let cache_control = CacheControl::five_minute();
-    let json_value = serde_json::to_value(&cache_control).unwrap();
-    
-    println!("Cache control as JSON value: {}", serde_json::to_string_pretty(&json_value).unwrap());
-    
-    let obj = json_value.as_object().expect("Should be an object");
-    
-    // Should have exactly 2 keys at the top level
-    assert_eq!(obj.len(), 2, "Cache control should have exactly 2 top-level fields");
-    
-    // Both 'type' and 'ttl' should be at the same level
-    assert!(obj.contains_key("type"), "Should have 'type' field");
-    assert!(obj.contains_key("ttl"), "Should have 'ttl' field");
-    
-    // 'type' should be a string, not an object
-    assert!(obj["type"].is_string(), "'type' should be a string value");
-    
-    // 'ttl' should be a string, not nested
-    assert!(obj["ttl"].is_string(), "'ttl' should be a string value");
-}
-
-#[test]
-fn test_ephemeral_cache_control_structure() {
-    let cache_control = CacheControl::ephemeral();
-    let json_value = serde_json::to_value(&cache_control).unwrap();
-    
-    println!("Ephemeral cache control as JSON value: {}", serde_json::to_string_pretty(&json_value).unwrap());
-    
-    let obj = json_value.as_object().expect("Should be an object");
-    
-    // Should have exactly 1 key (only 'type', no 'ttl')
-    assert_eq!(obj.len(), 1, "Ephemeral cache control should have exactly 1 top-level field");
-    
-    // Should have 'type' field
-    assert!(obj.contains_key("type"), "Should have 'type' field");
-    
-    // Should NOT have 'ttl' field
-    assert!(!obj.contains_key("ttl"), "Ephemeral should not have 'ttl' field");
-    
-    // 'type' should be a string with value "ephemeral"
-    assert_eq!(obj["type"].as_str().unwrap(), "ephemeral");
-}

crates/g3-providers/tests/cache_control_integration_test.rs

@@ -1,164 +0,0 @@
-//! Integration tests for cache_control feature
-//!
-//! These tests verify that cache_control is correctly serialized in messages
-//! for both Anthropic and Databricks providers.
-
-use g3_providers::{CacheControl, Message, MessageRole};
-use serde_json::json;
-
-#[test]
-fn test_ephemeral_cache_control_serialization() {
-    let cache_control = CacheControl::ephemeral();
-    let json = serde_json::to_value(&cache_control).unwrap();
-    
-    println!("Ephemeral cache_control JSON: {}", serde_json::to_string(&json).unwrap());
-    
-    assert_eq!(json, json!({
-        "type": "ephemeral"
-    }));
-    
-    // Verify no ttl field is present
-    assert!(!json.as_object().unwrap().contains_key("ttl"));
-}
-
-#[test]
-fn test_five_minute_cache_control_serialization() {
-    let cache_control = CacheControl::five_minute();
-    let json = serde_json::to_value(&cache_control).unwrap();
-    
-    println!("5-minute cache_control JSON: {}", serde_json::to_string(&json).unwrap());
-    
-    assert_eq!(json, json!({
-        "type": "ephemeral",
-        "ttl": "5m"
-    }));
-}
-
-#[test]
-fn test_one_hour_cache_control_serialization() {
-    let cache_control = CacheControl::one_hour();
-    let json = serde_json::to_value(&cache_control).unwrap();
-    
-    println!("1-hour cache_control JSON: {}", serde_json::to_string(&json).unwrap());
-    
-    assert_eq!(json, json!({
-        "type": "ephemeral",
-        "ttl": "1h"
-    }));
-}
-
-#[test]
-fn test_message_with_ephemeral_cache_control() {
-    let msg = Message::with_cache_control(
-        MessageRole::System,
-        "System prompt".to_string(),
-        CacheControl::ephemeral(),
-    );
-    
-    let json = serde_json::to_value(&msg).unwrap();
-    println!("Message with ephemeral cache_control: {}", serde_json::to_string(&json).unwrap());
-    
-    let cache_control = json.get("cache_control").expect("cache_control field should exist");
-    assert_eq!(cache_control.get("type").unwrap(), "ephemeral");
-    assert!(!cache_control.as_object().unwrap().contains_key("ttl"));
-}
-
-#[test]
-fn test_message_with_five_minute_cache_control() {
-    let msg = Message::with_cache_control(
-        MessageRole::System,
-        "System prompt".to_string(),
-        CacheControl::five_minute(),
-    );
-    
-    let json = serde_json::to_value(&msg).unwrap();
-    println!("Message with 5-minute cache_control: {}", serde_json::to_string(&json).unwrap());
-    
-    let cache_control = json.get("cache_control").expect("cache_control field should exist");
-    assert_eq!(cache_control.get("type").unwrap(), "ephemeral");
-    assert_eq!(cache_control.get("ttl").unwrap(), "5m");
-}
-
-#[test]
-fn test_message_with_one_hour_cache_control() {
-    let msg = Message::with_cache_control(
-        MessageRole::System,
-        "System prompt".to_string(),
-        CacheControl::one_hour(),
-    );
-    
-    let json = serde_json::to_value(&msg).unwrap();
-    println!("Message with 1-hour cache_control: {}", serde_json::to_string(&json).unwrap());
-    
-    let cache_control = json.get("cache_control").expect("cache_control field should exist");
-    assert_eq!(cache_control.get("type").unwrap(), "ephemeral");
-    assert_eq!(cache_control.get("ttl").unwrap(), "1h");
-}
-
-#[test]
-fn test_message_without_cache_control() {
-    let msg = Message::new(MessageRole::User, "Hello".to_string());
-    
-    let json = serde_json::to_value(&msg).unwrap();
-    println!("Message without cache_control: {}", serde_json::to_string(&json).unwrap());
-    
-    // cache_control field should not be present when not set
-    assert!(!json.as_object().unwrap().contains_key("cache_control"));
-}
-
-#[test]
-fn test_cache_control_json_format_ephemeral() {
-    let cache_control = CacheControl::ephemeral();
-    let json_str = serde_json::to_string(&cache_control).unwrap();
-    
-    println!("Ephemeral JSON string: {}", json_str);
-    
-    // Verify exact JSON format
-    assert_eq!(json_str, r#"{"type":"ephemeral"}"#);
-}
-
-#[test]
-fn test_cache_control_json_format_five_minute() {
-    let cache_control = CacheControl::five_minute();
-    let json_str = serde_json::to_string(&cache_control).unwrap();
-    
-    println!("5-minute JSON string: {}", json_str);
-    
-    // Verify exact JSON format
-    assert_eq!(json_str, r#"{"type":"ephemeral","ttl":"5m"}"#);
-}
-
-#[test]
-fn test_cache_control_json_format_one_hour() {
-    let cache_control = CacheControl::one_hour();
-    let json_str = serde_json::to_string(&cache_control).unwrap();
-    
-    println!("1-hour JSON string: {}", json_str);
-    
-    // Verify exact JSON format
-    assert_eq!(json_str, r#"{"type":"ephemeral","ttl":"1h"}"#);
-}
-
-#[test]
-fn test_deserialization_ephemeral() {
-    let json_str = r#"{"type":"ephemeral"}"#;
-    let cache_control: CacheControl = serde_json::from_str(json_str).unwrap();
-    
-    assert_eq!(cache_control.ttl, None);
-}
-
-#[test]
-fn test_deserialization_five_minute() {
-    let json_str = r#"{"type":"ephemeral","ttl":"5m"}"#;
-    let cache_control: CacheControl = serde_json::from_str(json_str).unwrap();
-    
-    assert_eq!(cache_control.ttl, Some("5m".to_string()));
-}
-
-#[test]
-fn test_deserialization_one_hour() {
-    let json_str = r#"{"type":"ephemeral","ttl":"1h"}"#;
-    let cache_control: CacheControl = serde_json::from_str(json_str).unwrap();
-    
-    assert_eq!(cache_control.ttl, Some("1h".to_string()));
-}

docs/REQUIREMENTS_PERSISTENCE.md

@@ -0,0 +1,210 @@
+# Requirements Persistence in Accumulative Mode
+
+## Overview
+
+In accumulative autonomous mode (`--auto` or default mode), G3 now automatically persists your requirements to a local `.g3/requirements.md` file. This provides several benefits:
+
+1. **Persistence across sessions**: Your requirements are saved and can be resumed later
+2. **Version control friendly**: Requirements are stored in a readable markdown format
+3. **Easy review**: You can view and edit requirements directly in the file
+4. **Transparency**: Always know what G3 is working on
+
+## How It Works
+
+### Automatic Saving
+
+When you run G3 in accumulative mode:
+
+```bash
+g3
+```
+
+Each requirement you enter is automatically:
+1. Added to the accumulated requirements list
+2. Saved to `.g3/requirements.md` in your workspace
+3. Used for the autonomous implementation run
+
+### File Format
+
+The `.g3/requirements.md` file uses a simple numbered list format:
+
+```markdown
+# Project Requirements
+
+1. Create a simple web server in Python with Flask
+2. Add a /health endpoint that returns JSON
+3. Add logging for all requests
+```
+
+### Loading Existing Requirements
+
+When you start G3 in a directory that already has a `.g3/requirements.md` file, it will:
+
+1. Automatically load the existing requirements
+2. Display them on startup
+3. Continue numbering from where you left off
+
+Example output:
+
+```
+📂 Loaded 3 existing requirement(s) from .g3/requirements.md
+
+   1. Create a simple web server in Python with Flask
+   2. Add a /health endpoint that returns JSON
+   3. Add logging for all requests
+
+============================================================
+📝 Turn 4 - What's next? (add more requirements or refinements)
+============================================================
+requirement> 
+```
+
+## Commands
+
+### View Requirements
+
+Use the `/requirements` command to view all accumulated requirements:
+
+```
+requirement> /requirements
+
+📋 Accumulated Requirements (saved to .g3/requirements.md):
+
+   1. Create a simple web server in Python with Flask
+   2. Add a /health endpoint that returns JSON
+   3. Add logging for all requests
+```
+
+### Other Commands
+
+- `/help` - Show all available commands
+- `/chat` - Switch to interactive chat mode (preserves requirements context)
+- `exit` or `quit` - Exit the session
+
+## File Location
+
+The requirements file is stored at:
+
+```
+<workspace>/.g3/requirements.md
+```
+
+Where `<workspace>` is your current working directory.
+
+## Version Control
+
+The `.g3/` directory is automatically added to `.gitignore`, so your requirements won't be committed to version control by default. If you want to track requirements in git, you can:
+
+1. Remove `.g3/` from `.gitignore`
+2. Commit the `.g3/requirements.md` file
+
+This can be useful for:
+- Sharing requirements with team members
+- Tracking requirement evolution over time
+- Documenting project goals
+
+## Manual Editing
+
+You can manually edit `.g3/requirements.md` if needed. G3 will parse the file and load any numbered requirements (format: `1. requirement text`).
+
+**Note**: Make sure to maintain the numbered list format for proper parsing.
+
+## Error Handling
+
+If G3 cannot save or load requirements, it will:
+
+1. Display a warning message
+2. Continue operating with in-memory requirements
+3. Not interrupt your workflow
+
+Example:
+
+```
+⚠️  Warning: Could not save requirements to .g3/requirements.md: Permission denied
+```
+
+## Use Cases
+
+### Resuming Work
+
+```bash
+# Day 1: Start a project
+cd my-project
+g3
+requirement> Create a REST API with user authentication
+# ... work happens ...
+exit
+
+# Day 2: Resume work
+cd my-project
+g3
+# G3 automatically loads previous requirements
+requirement> Add password reset functionality
+```
+
+### Reviewing Progress
+
+```bash
+# Check what you've asked G3 to build
+cat .g3/requirements.md
+
+# Or use the command within G3
+requirement> /requirements
+```
+
+### Sharing Requirements
+
+```bash
+# Share requirements with a team member
+cp .g3/requirements.md requirements-backup.md
+# Or commit to version control
+git add .g3/requirements.md
+git commit -m "Add project requirements"
+```
+
+## Implementation Details
+
+### Functions
+
+- `ensure_g3_dir()` - Creates `.g3` directory if it doesn't exist
+- `load_existing_requirements()` - Loads requirements from `.g3/requirements.md`
+- `save_requirements()` - Saves requirements to `.g3/requirements.md`
+
+### File Structure
+
+```
+my-project/
+├── .g3/
+│   └── requirements.md    # Accumulated requirements
+├── logs/                  # Session logs (existing)
+└── ... (your project files)
+```
+
+## Benefits
+
+1. **No data loss**: Requirements are persisted even if G3 crashes or is interrupted
+2. **Transparency**: Always know what G3 is working on
+3. **Resumability**: Pick up where you left off in any session
+4. **Documentation**: Requirements serve as project documentation
+5. **Collaboration**: Share requirements with team members
+6. **Auditability**: Track what was requested and when
+
+## Comparison with Traditional Autonomous Mode
+
+| Feature | Accumulative Mode | Traditional `--autonomous` |
+|---------|------------------|---------------------------|
+| Requirements file | `.g3/requirements.md` | `requirements.md` (root) |
+| Auto-save | ✅ Yes | ❌ No (manual edit) |
+| Interactive | ✅ Yes | ❌ No |
+| Incremental | ✅ Yes | ❌ No (one-shot) |
+| Resume support | ✅ Yes | ⚠️ Manual |
+
+## Future Enhancements
+
+Potential future improvements:
+
+- Requirement status tracking (pending, in-progress, completed)
+- Requirement dependencies and ordering
+- Requirement templates and snippets
+- Integration with issue trackers
+- Requirement validation and linting

test_requirements.sh

@@ -0,0 +1,36 @@
+#!/bin/bash
+
+# Test script for .g3/requirements.md feature
+
+set -e
+
+echo "Testing .g3/requirements.md feature..."
+echo ""
+
+# Create a test directory
+TEST_DIR="/tmp/g3_test_$$"
+mkdir -p "$TEST_DIR"
+cd "$TEST_DIR"
+
+echo "Test directory: $TEST_DIR"
+echo ""
+
+# Create a simple test by simulating user input
+echo "Testing requirement persistence..."
+echo ""
+
+# Check if .g3 directory gets created
+if [ ! -d ".g3" ]; then
+    echo "✅ .g3 directory does not exist yet (expected)"
+else
+    echo "❌ .g3 directory already exists (unexpected)"
+fi
+
+echo ""
+echo "Test directory created at: $TEST_DIR"
+echo "You can manually test by running:"
+echo "  cd $TEST_DIR"
+echo "  g3"
+echo ""
+echo "Then enter a requirement and check if .g3/requirements.md is created."
+echo ""