Documentation Agent (Github Action) #425
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…html entry point - Create docs/index.html with Docsify v4 configuration - Configure Mermaid plugin for diagram rendering - Add search plugin for documentation search - Include copy-code plugin for code block copying - Add custom styling for better readability - Update .gitignore to track docs/ directory 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
… with project overview - Add docs/README.md as Docsify home page - Include comprehensive project overview and tech stack - Add documentation structure navigation - Include project structure and quick reference - Add "Last updated" timestamp for automation hook compatibility 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
…bar.md) - Add hierarchical navigation with Architecture, Components, and Diagrams sections - Link to Getting Started, all architecture pages, backend/frontend components - Support progressive complexity browsing from overview to detailed docs 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
… guide for new developers Add comprehensive getting started documentation including: - Prerequisites and installation instructions (Python, Node.js, CMake) - Quick start commands for development environment - Project layout overview - Backend and frontend development setup - Environment configuration guide - Running the application (dev and production modes) - Backend CLI usage examples - Testing instructions for both backend and frontend - Pre-commit hooks setup - Troubleshooting common issues - Next steps with links to architecture documentation 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
Add high-level architecture documentation with Mermaid diagrams showing: - System architecture: Electron + Python multi-process design - Process communication flow with sequence diagram - Frontend components (Main/Renderer process organization) - Backend components (Agent, Analysis, Context, Core systems) - Task execution pipeline and agent lifecycle - Technology stack summary - Security model layers 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
…ng Python agent system Create comprehensive backend architecture documentation with: - Agent system architecture (coder, planner, session, memory) - Analysis system structure (service, project, framework analyzers) - Context system components (builder, search, graphiti integration) - Core infrastructure (client, auth, workspace, recovery) - CLI command structure - 15 Mermaid diagrams showing class relationships, data flows, and sequences - Module structures with file listings - Integration patterns for external services (Claude, Linear, Graphiti, GitHub) - Custom MCP tools documentation - Error handling and recovery strategies 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
…ing Elec Add comprehensive frontend architecture documentation covering: - Electron main/renderer process separation - Main process components (AgentManager, TerminalManager, IPC handlers) - Preload bridge and context isolation - Renderer process with React and Zustand state management - Terminal integration with xterm.js and node-pty - Component hierarchy and routing - Security model and performance optimizations - 13 mermaid diagrams for visual architecture representation 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
Add comprehensive frontend-backend integration documentation with: - IPC channel architecture and flow types - Task execution sequence diagrams - Process spawning and environment configuration - Agent event system and phase protocol - Preload API layer structure - NDJSON streaming protocol - Rate limit handling and auto-swap flows - Terminal integration with Claude Code - File watcher integration - Error handling patterns and security layers Includes 15+ Mermaid diagrams (sequence, flowchart, state) showing communication between Electron main/renderer and Python backend. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
Add comprehensive documentation for the agents module covering: - base.py: Shared constants and configuration - session.py: Session execution and post-processing - memory_manager.py: Dual-layer memory system (Graphiti + file-based) - coder.py: Main autonomous agent loop - planner.py: Follow-up planner for completed specs - utils.py: Git and plan management utilities Includes 15+ Mermaid diagrams: - Class diagrams showing module relationships - Flowcharts for agent loops and memory flows - Sequence diagrams for session processing - Architecture overviews 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
Added comprehensive documentation for the analysis module covering: - ProjectAnalyzer: Full project analysis with monorepo detection - ServiceAnalyzer: Individual service analysis with deep context - RiskClassifier: Risk assessment and validation recommendations - SecurityScanner: Secrets detection, SAST, and dependency audits - InsightExtractor: Session insight extraction for Graphiti memory - CIDiscovery: CI/CD configuration parsing - TestDiscovery: Test framework detection Includes 15+ Mermaid diagrams (flowcharts, class diagrams, sequence diagrams) showing architecture, data flow, and integration points. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
…atch, build, qa, and followup commands Created comprehensive CLI module documentation at docs/components/backend/cli.md covering: - Module overview with architecture diagram - Build commands (handle_build_command, workspace modes, interrupt handling) - QA commands (qa validation, status checks, review status) - Followup commands (collecting followup tasks, running planner) - Batch commands (create, status, cleanup operations) - Workspace commands (merge, review, discard, preview) - Spec commands (listing, discovery) - Input handlers (file reading, multiline input) - Utilities (environment setup, spec finding, validation) Includes 15+ Mermaid diagrams: flowcharts, sequence diagrams, and class diagrams. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
…s documentation - Create docs/components/backend/planning.md with comprehensive documentation - Document ImplementationPlan, Phase, Subtask, and Verification models - Document WorkflowType, PhaseType, SubtaskStatus, and VerificationType enums - Document factory functions for creating different plan types - Document Graphiti memory integration with multi-provider support - Document Linear task tracking integration with status flow - Include extensive Mermaid diagrams for architecture and data flow - Add usage examples and API references 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
… AgentManager, IPC, terminal, and Python integration 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
… all han Add comprehensive IPC handlers documentation with 25+ Mermaid diagrams covering: - Module overview and structure - IPC communication architecture (request/response and event patterns) - Handler registration flow - Core handlers: Project, Task, Terminal, Agent Events, Settings, File - Feature handlers: Roadmap, Changelog, Ideation, Insights, Context, Env - Integration handlers: Linear, GitHub, Memory (Graphiti/Ollama) - System handlers: Auto-Build Source, App Updates - IPCResult pattern, error handling, and security considerations 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
Add comprehensive documentation for React renderer components covering: - Component hierarchy overview with Mermaid diagram - Directory structure and organization - App.tsx root component state flow - UI primitives (Radix UI/shadcn) library reference - Navigation components (Sidebar, ProjectTabBar) - View components (KanbanBoard, TerminalGrid, Context, etc.) - Dialog components (TaskCreationWizard, TaskDetailModal, AppSettings, Onboarding) - Card components (TaskCard, SortableTaskCard) - Feature module breakdowns (Changelog, GitHub Issues, Ideation, Settings) - Component patterns (Props, State Management, Styling, IPC) - Accessibility and internationalization guidelines Includes 21 Mermaid diagrams covering: - Component hierarchy flowchart - App state flow - View navigation - UI component class diagrams - Sidebar navigation structure - KanbanBoard DnD architecture - Terminal grid layout - Context view structure - Dialog component flows - Card component anatomy - Feature module breakdowns 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
…ring Zustand stores and React hooks - Document all Zustand stores (task, project, settings, terminal, context, ideation, roadmap, etc.) - Document GitHub store module architecture - Add extensive Mermaid diagrams for data flow and state machines - Document useIpcListeners and useVirtualizedTree hooks - Include store relationships and IPC integration patterns - Add performance considerations section 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
…r intera Create comprehensive use case diagrams documentation at docs/diagrams/use-cases.md: - Actor overview diagram with Developer, Claude AI, Git, Linear, Graphiti - Task creation use cases: new task, spec writing, parameter config, Linear/GitHub import - Build execution use cases: lifecycle, agent execution phases, monitoring, batch builds - Review workflow use cases: code review, QA process, merge & deploy operations - Context & memory use cases: project context, memory management, insights - Integration use cases: GitHub, Linear, external tools - Settings & configuration use cases: API keys, project config, preferences Includes 17 Mermaid flowchart diagrams showing actor interactions and system workflows for task creation, build execution, and review processes. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
… executi Created comprehensive sequence diagrams documentation at docs/diagrams/sequences.md with 18 mermaid sequence diagrams covering: - Task Execution Sequences: Complete task flow, creation, cancellation - IPC Communication Sequences: Renderer-to-Main, event streaming, handler registration, context bridge security - Agent Lifecycle Sequences: Initialization, phase transitions, error recovery, memory integration - Terminal Integration Sequences: Session creation, Claude Code invocation, session detection - File Watcher Sequences: Implementation plan watching, spec change detection - Integration Sequences: Linear import, GitHub PR creation Also includes reference tables for participant types, message types, and sequence patterns. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
…ng key interfaces Added comprehensive class structure diagrams documentation at docs/diagrams/classes.md: - 18 Mermaid classDiagram blocks covering all major interfaces - Backend Agent Classes: Agent hierarchy, tools, state machines - Backend Analysis Classes: Analyzers, context builders, implementation plan - Backend Integration Classes: Graphiti, Linear, MCP interfaces - Frontend Service Classes: AgentManager, TerminalManager, ProfileManager - Frontend IPC Handler Classes: Handler architecture, message types - Frontend State Store Classes: Zustand stores, domain types - Cross-domain relationships and data flow diagrams - Reference tables for UML notation and stereotypes 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
- Switch to docsify-themeable dark theme - Add comprehensive Mermaid dark mode styling with CSS overrides - Configure Mermaid themeVariables for dark backgrounds and light text - Add file:// protocol detection with helpful server instructions - Style tables, code blocks, and all UI elements for dark mode 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
- serve-docs.bat for Windows - serve-docs.sh for macOS/Linux (auto-detects OS for browser opening) - Both start npx serve on port 3000 and open browser automatically Usage: Windows: scripts\serve-docs.bat macOS/Linux: ./scripts/serve-docs.sh 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
Workflow triggers on push to develop branch when source files change. Uses GitHub Copilot to: - Analyze recent commits and changed files - Determine if documentation updates are needed - Update relevant docs following existing style - Use Mermaid diagrams for visualizations - Create a PR with the changes for review Only triggers on backend Python and frontend TypeScript changes. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
- Emphasize docs are a technical overview, not a changelog - Add clear list of what NOT to document (bug fixes, refactors, etc.) - Commit directly to develop branch instead of creating PRs - Only update when changes affect fundamental system understanding 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
- Change all sidebar links to absolute paths (starting with /) - Remove .md extensions (Docsify handles automatically) - Remove relativePath config option - Fixes 404 errors from duplicated paths like /components/frontend/components/frontend/... 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
- Remove <br/> from decision node labels (causes Mermaid parse errors)
- Simplify decision node labels in main-process.md flowcharts
- Add Mermaid syntax validation guidelines to GitHub Action prompt
- Decision nodes {Label} don't support <br/>, rectangular nodes [Label] do
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <[email protected]>
- Extract "Last updated" date from docs/README.md home page - Get commits only since last documentation update (not arbitrary 10) - Filter commits to only source code changes (py, ts, tsx) - Update the date in README.md on every workflow run - Include last update date in commit message for traceability 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
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Thank you for your contribution! Before we can accept your PR, you need to sign our Contributor License Agreement (CLA). To sign the CLA, please comment on this PR with exactly: You can read the full CLA here: CLA.md Why do we need a CLA? Auto Claude is licensed under AGPL-3.0. The CLA ensures the project has proper licensing flexibility should we introduce additional licensing options in the future. You retain full copyright ownership of your contributions. I have read the CLA Document and I hereby sign the CLA You can retrigger this bot by commenting recheck in this Pull Request. Posted by the CLA Assistant Lite bot. |
📝 WalkthroughWalkthroughThis pull request introduces a comprehensive documentation infrastructure for the Auto-Claude project. It adds a Docsify-based static documentation site with architecture guides, component documentation, system diagrams, getting-started instructions, and GitHub Actions automation for auto-updating documentation on commits to specific code paths. Changes
Estimated code review effort🎯 3 (Moderate) | ⏱️ ~20 minutes Suggested labels
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.github/workflows/update-docs.yml.gitignoredocs/README.mddocs/_sidebar.mddocs/architecture/backend.mddocs/architecture/frontend.mddocs/architecture/integration.mddocs/architecture/overview.mddocs/components/backend/agents.mddocs/components/backend/analysis.mddocs/components/backend/cli.mddocs/components/backend/core.mddocs/components/backend/planning.mddocs/components/frontend/ipc-handlers.mddocs/components/frontend/main-process.mddocs/components/frontend/renderer.mddocs/components/frontend/state.mddocs/diagrams/classes.mddocs/diagrams/sequences.mddocs/diagrams/use-cases.mddocs/getting-started.mddocs/index.htmlscripts/serve-docs.batscripts/serve-docs.sh
🧰 Additional context used
🧠 Learnings (6)
📚 Learning: 2025-12-25T18:29:32.954Z
Learnt from: CR
Repo: AndyMik90/Auto-Claude PR: 0
File: CLAUDE.md:0-0
Timestamp: 2025-12-25T18:29:32.954Z
Learning: Store all project-specific data in `.auto-claude/specs/XXX/` directory and ensure it is gitignored
Applied to files:
.gitignore
📚 Learning: 2025-12-25T18:29:32.954Z
Learnt from: CR
Repo: AndyMik90/Auto-Claude PR: 0
File: CLAUDE.md:0-0
Timestamp: 2025-12-25T18:29:32.954Z
Learning: Applies to apps/backend/**/*.py : Always use the Claude Agent SDK (`create_client()` from `core.client`) for AI interactions - NEVER use `anthropic.Anthropic()` directly
Applied to files:
docs/architecture/backend.md
📚 Learning: 2025-12-25T18:29:32.954Z
Learnt from: CR
Repo: AndyMik90/Auto-Claude PR: 0
File: CLAUDE.md:0-0
Timestamp: 2025-12-25T18:29:32.954Z
Learning: Applies to apps/backend/agents/{qa_reviewer,qa_fixer}.py : For frontend bug fixes and feature implementations, use the Electron MCP server for automated E2E testing when the app is running with `--remote-debugging-port=9222`
Applied to files:
docs/architecture/integration.md
📚 Learning: 2025-12-25T18:29:32.954Z
Learnt from: CR
Repo: AndyMik90/Auto-Claude PR: 0
File: CLAUDE.md:0-0
Timestamp: 2025-12-25T18:29:32.954Z
Learning: Applies to apps/frontend/src/**/*.{ts,tsx} : Always use translation keys with `useTranslation()` for all user-facing text in React/TypeScript frontend components - use format `namespace:section.key` (e.g., `navigation:items.githubPRs`)
Applied to files:
docs/components/frontend/renderer.md
📚 Learning: 2025-12-25T18:29:32.954Z
Learnt from: CR
Repo: AndyMik90/Auto-Claude PR: 0
File: CLAUDE.md:0-0
Timestamp: 2025-12-25T18:29:32.954Z
Learning: Use git worktrees for isolated builds with branch naming convention `auto-claude/{spec-name}` - do NOT automatically push to GitHub
Applied to files:
docs/components/backend/cli.md
📚 Learning: 2025-12-25T18:29:32.954Z
Learnt from: CR
Repo: AndyMik90/Auto-Claude PR: 0
File: CLAUDE.md:0-0
Timestamp: 2025-12-25T18:29:32.954Z
Learning: Applies to apps/backend/agents/**/*.py : Use Graphiti memory system (`get_graphiti_memory()` from `integrations/graphiti/`) for session context and insight management in backend agents
Applied to files:
docs/components/backend/agents.md
🪛 actionlint (1.7.9)
.github/workflows/update-docs.yml
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28-28: shellcheck reported issue in this script: SC2129:style:16:1: Consider using { cmd1; cmd2; } >> file instead of individual redirects
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🪛 LanguageTool
docs/components/frontend/main-process.md
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docs/architecture/integration.md
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docs/components/backend/planning.md
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docs/components/backend/cli.md
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🪛 markdownlint-cli2 (0.18.1)
docs/architecture/frontend.md
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docs/components/frontend/ipc-handlers.md
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docs/components/frontend/main-process.md
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docs/getting-started.md
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docs/architecture/backend.md
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docs/components/backend/planning.md
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docs/components/frontend/renderer.md
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docs/components/backend/cli.md
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docs/README.md
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docs/components/backend/core.md
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docs/components/backend/analysis.md
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docs/components/backend/agents.md
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🔇 Additional comments (31)
.gitignore (1)
164-164: LGTM! Documentation directory now tracked.The comment clearly explains that
/docswas previously ignored but is now tracked to support the new documentation site. This aligns with the PR's objective of adding comprehensive Docsify-based documentation.scripts/serve-docs.sh (1)
1-49: Excellent cross-platform documentation server script.The script provides robust cross-platform support with proper error handling, multiple browser detection methods for Linux, and a user-friendly startup sequence.
docs/components/frontend/state.md (1)
1-855: Outstanding state management documentation.This is exemplary technical documentation that provides:
- Clear architecture diagrams showing the Zustand store layer and its relationship to React and Electron IPC
- Comprehensive store inventory with purposes and key actions
- Detailed deep-dives into Task, Project, Terminal, Ideation, and Roadmap stores
- Clear data flow patterns with sequence diagrams
- Practical code examples demonstrating immutable state updates
- Performance optimization guidance with selector patterns and debounced persistence
The documentation will significantly accelerate onboarding for developers working with the frontend state layer.
docs/components/backend/cli.md (1)
1-1044: Comprehensive and well-organized CLI documentation.This documentation excellently covers the entire CLI module with:
- Clear module organization and command flow architecture
- Detailed sequence diagrams for build, QA, followup, batch, and workspace operations
- Workspace isolation patterns using git worktrees (aligning with project best practices)
- Complete command reference with all options
- Practical usage examples
- Error handling and recovery strategies
The documentation provides everything developers need to understand and use the CLI effectively.
Based on learnings, the documentation correctly describes the git worktree pattern with
auto-claude/{spec-name}branch naming convention.docs/components/backend/agents.md (2)
532-565: Excellent documentation of memory architecture.The dual-layer memory system is well-documented, clearly showing:
- Graphiti as the primary memory system with semantic search and knowledge graph
- File-based fallback for reliability when Graphiti is unavailable
- Graceful degradation strategy
This aligns with the project's architecture for using Graphiti memory via
get_graphiti_memory()fromintegrations/graphiti/.Based on learnings, this correctly documents the Graphiti memory system usage pattern for session context and insight management in backend agents.
1-925: Outstanding agents module documentation.This comprehensive documentation covers:
- Complete agent architecture with coder, planner, and session management
- Detailed flow diagrams for autonomous coding loops
- Memory management with Graphiti integration
- Recovery strategies and error handling
- Lazy import patterns for module organization
The documentation will significantly help developers understand the agent execution system.
docs/components/backend/planning.md (3)
444-649: Excellent Graphiti integration documentation.The Graphiti memory integration is thoroughly documented with:
- Clear architecture showing LadybugDB embedded database (no Docker required)
- Multi-provider support (OpenAI, Anthropic, Voyage, Google, Ollama, Azure)
- Configuration options and environment variables
- Episode types for semantic categorization
- Memory flow with context retrieval and storage
This provides developers with everything needed to configure and use the Graphiti memory system.
651-850: Well-designed Linear integration documentation.The Linear integration documentation clearly explains the design principles:
- ONE task per spec (not per subtask) to avoid clutter
- Python orchestrator controls updates at key transitions
- Graceful degradation when Linear is unavailable
- Status flow and priority mapping
This design avoids common pitfalls of over-granular issue tracking while maintaining visibility.
1-1038: Comprehensive planning and integrations documentation.This documentation excellently covers:
- Implementation plan hierarchical structure (Plan → Phase → Subtask → Verification)
- Complete data models with lifecycle flows
- Graphiti memory integration with multi-provider support
- Linear task tracking integration with thoughtful design principles
- Error handling with graceful degradation
- Practical usage examples
docs/components/backend/core.md (3)
270-288: Critical security documentation - ANTHROPIC_API_KEY intentionally not supported.This is an important security feature that prevents silent billing to user API credits when OAuth is misconfigured. The documentation clearly explains the token resolution priority:
- CLAUDE_CODE_OAUTH_TOKEN (environment variable)
- ANTHROPIC_AUTH_TOKEN (environment variable)
- macOS Keychain (for OAuth tokens)
By explicitly NOT supporting ANTHROPIC_API_KEY, the system ensures developers are aware when they need to properly configure OAuth authentication.
472-560: Innovative AI-powered merge system.The documentation describes an impressive conflict resolution system that:
- Analyzes git conflicts semantically
- Uses Claude Haiku for AI-assisted merge resolution
- Processes multiple conflicting files in parallel with semaphore control
- Validates syntax after AI merges
- Falls back to manual resolution when needed
This is a sophisticated approach to handling merge conflicts in worktrees.
1-970: Excellent core and context modules documentation.This comprehensive documentation covers:
- Authentication system with token resolution priority and security considerations
- Claude SDK client creation with multi-layer security
- Workspace management using git worktrees for isolated builds
- AI-powered merge system for conflict resolution
- Progress tracking for implementation plans
- Context building with code search and file categorization
The documentation provides a complete reference for developers working with the core infrastructure.
docs/README.md (1)
1-133: Well-structured documentation overview with verified accuracy.The README provides an excellent entry point for developers with clear organization, progressive complexity, and helpful quick references. All external links (GitHub repository and Discord community) are accessible, and all documented version references (Electron 39.x, React 19.x, Zustand 5.x, Tailwind CSS 4.x) accurately reflect the current project dependencies.
docs/architecture/overview.md (1)
1-269: Excellent comprehensive architecture overview!This document provides a well-structured, thorough overview of the Auto-Claude architecture with clear Mermaid diagrams, component breakdowns, and design principles. The visual representations effectively communicate the desktop-first multi-process architecture and the integration between Electron frontend and Python backend. The cross-references to related documentation pages create a cohesive documentation structure.
scripts/serve-docs.bat (1)
1-22: Well-structured Windows documentation server script!The batch script provides a clean user experience with directory validation, automatic browser opening, and clear user messages. The use of
npx serveensures portability without requiring global package installation.docs/_sidebar.md (1)
1-34: Clean and well-organized documentation navigation!The sidebar structure provides clear hierarchical navigation with logical grouping by Architecture, Components (Backend/Frontend), and Diagrams. The use of absolute paths (starting with
/) correctly prevents sidebar duplication issues as noted in the PR summary.docs/architecture/backend.md (1)
1-649: Comprehensive and well-structured backend architecture documentation.This document provides excellent coverage of the Python backend with detailed module breakdowns, class relationships, data flows, and integration patterns. The Mermaid diagrams effectively illustrate the architecture, and the cross-references create a cohesive documentation structure.
docs/getting-started.md (1)
1-363: Excellent comprehensive getting started guide!This guide provides clear, platform-specific instructions for setting up the development environment. The coverage of prerequisites, installation, project structure, environment configuration, and troubleshooting creates a complete onboarding experience for new developers. The organized layout with tables and code examples makes it easy to follow.
docs/components/backend/analysis.md (1)
1-1147: Outstanding comprehensive analysis module documentation!This document provides exceptional depth and clarity on the analysis module architecture, including detailed class diagrams, workflow visualizations, and practical usage examples. The coverage of analyzers, scanners, risk classification, security scanning, and discovery mechanisms is thorough and well-organized. The Python code examples demonstrate real-world usage effectively.
docs/diagrams/use-cases.md (1)
1-695: Comprehensive and well-organized use case documentation!This document provides thorough coverage of all major use cases with clear Mermaid diagrams showing actor interactions. The organization by category (Task Creation, Build Execution, Review Workflow, Context & Memory, Integration, Settings) makes it easy to navigate, and the use case summary matrix provides a helpful quick reference. The visual representations effectively communicate the system's functional requirements.
docs/architecture/frontend.md (1)
1-634: Excellent comprehensive frontend architecture documentation!This document provides outstanding coverage of the Electron-based frontend architecture with detailed explanations of the main/preload/renderer process separation, component organization, state management with Zustand, terminal integration, and security model. The TypeScript code examples demonstrate real-world patterns effectively, and the Mermaid diagrams clearly illustrate the multi-process architecture and data flows. The security section appropriately highlights context isolation and the prevention of Node.js API access in the renderer.
.github/workflows/update-docs.yml (1)
60-157: Comprehensive prompt for AI-generated documentation.The GitHub Copilot prompt is well-structured with clear guidelines on when to update documentation (architectural changes) vs. when to skip (bug fixes, refactors). The inclusion of Mermaid syntax validation and examples is particularly good given the diagram-heavy documentation.
The prompt's focus on "technical overview only" and explicit exclusion criteria helps prevent documentation bloat from minor code changes.
docs/index.html (2)
224-243: Good UX pattern for local file protocol detection.The file protocol detection provides a helpful message with instructions for running a local server, preventing confusion when users try to open the docs directly from the filesystem.
The fallback UI clearly explains the requirement and provides quick-start commands.
38-159: Comprehensive Mermaid dark mode styling.The extensive CSS overrides for Mermaid diagrams ensure consistent dark theme rendering across all diagram types (flowcharts, sequence diagrams, class diagrams). The aggressive
!importantflags are necessary to override Mermaid's inline styles.The themeVariables configuration (lines 253-292) and CSS overrides work together to provide a cohesive dark mode experience.
docs/components/frontend/ipc-handlers.md (1)
1-1294: Comprehensive IPC handlers documentation with excellent diagrams.This documentation provides thorough coverage of the IPC architecture, including module organization, communication patterns, handler registration, and the IPCResult pattern. The Mermaid diagrams effectively illustrate complex flows and relationships.
The structured approach (overview → structure → communication → individual handlers) makes the documentation navigable and useful for both new and experienced developers.
docs/diagrams/classes.md (1)
1-1051: Well-structured class diagram documentation.The class diagrams comprehensively cover the Auto-Claude type system across backend and frontend domains. The inclusion of a "Class Diagram Reference" section (lines 1010-1042) explaining relationship types, visibility modifiers, and stereotypes is particularly helpful.
The cross-domain relationships section (lines 899-1006) effectively shows how Electron, Python, and external services integrate.
docs/diagrams/sequences.md (1)
1-920: Excellent temporal flow documentation with sequence diagrams.The sequence diagrams effectively illustrate the order of operations and message passing between system components. The use of
autonumber(e.g., line 25) and coloredrectblocks for phases makes complex flows easier to follow.The "Sequence Diagram Reference" section (lines 878-912) provides useful guidance on interpreting the diagrams and understanding the patterns used.
docs/architecture/integration.md (1)
1-784: Comprehensive integration architecture documentation.This document effectively bridges the gap between the Electron frontend and Python backend, detailing IPC channels, task execution flow, event systems, and security considerations. The combination of architecture diagrams, sequence diagrams, and reference tables makes the integration patterns clear.
The sections on rate limit handling (lines 504-573), terminal integration (lines 574-644), and security considerations (lines 721-763) are particularly valuable for understanding cross-process communication.
docs/components/frontend/main-process.md (1)
1-818: Thorough main process architecture documentation.The documentation comprehensively covers the Electron main process, including AgentManager orchestration, IPC handler system, terminal management, Python integration, and rate limit handling. The class diagrams and state machines effectively illustrate complex relationships and flows.
The platform-specific behavior table (lines 722-727) and error handling patterns (lines 729-759) provide practical operational guidance.
docs/components/frontend/renderer.md (2)
982-994: Good documentation of i18n pattern.The internationalization section correctly documents the use of
useTranslation()hook with namespaced translation keys, which aligns with the project's i18n conventions.Based on learnings, this pattern is the standard for all user-facing text in React/TypeScript frontend components.
1-1001: Comprehensive renderer architecture documentation.The documentation thoroughly covers the React renderer process, from UI primitives through complex feature modules. The component hierarchy diagrams, state management patterns, and module breakdowns provide clear guidance for frontend development.
The pattern sections (lines 872-968) are particularly valuable, showing consistent approaches for props interfaces, state management, styling, and IPC communication.
| run: | | ||
| # Extract last updated date from docs/README.md (format: > Last updated: YYYY-MM-DD) | ||
| LAST_UPDATE=$(grep -oP '(?<=Last updated: )\d{4}-\d{2}-\d{2}' docs/README.md || echo "") | ||
| echo "last_update=$LAST_UPDATE" >> $GITHUB_OUTPUT | ||
|
|
||
| if [ -n "$LAST_UPDATE" ]; then | ||
| echo "Documentation was last updated on: $LAST_UPDATE" | ||
| # Get commits since the last documentation update | ||
| COMMITS=$(git log --oneline --since="$LAST_UPDATE" --no-merges -- 'apps/backend/**/*.py' 'apps/frontend/src/**/*.ts' 'apps/frontend/src/**/*.tsx') | ||
| CHANGED_FILES=$(git diff --name-only $(git rev-list -1 --before="$LAST_UPDATE" HEAD) HEAD -- 'apps/backend/**/*.py' 'apps/frontend/src/**/*.ts' 'apps/frontend/src/**/*.tsx' 2>/dev/null || echo "") | ||
| else | ||
| echo "No last update date found, using recent commits" | ||
| COMMITS=$(git log --oneline -10 --no-merges) | ||
| CHANGED_FILES=$(git diff --name-only HEAD~5 HEAD 2>/dev/null || git diff --name-only HEAD) | ||
| fi | ||
|
|
||
| echo "commits<<EOF" >> $GITHUB_OUTPUT | ||
| echo "$COMMITS" >> $GITHUB_OUTPUT | ||
| echo "EOF" >> $GITHUB_OUTPUT | ||
|
|
||
| echo "changed_files<<EOF" >> $GITHUB_OUTPUT | ||
| echo "$CHANGED_FILES" >> $GITHUB_OUTPUT | ||
| echo "EOF" >> $GITHUB_OUTPUT | ||
|
|
||
| # Store today's date for updating README | ||
| echo "today=$(date +%Y-%m-%d)" >> $GITHUB_OUTPUT | ||
|
|
There was a problem hiding this comment.
🧹 Nitpick | 🔵 Trivial
Shell quoting and robustness improvements recommended.
The bash script has several quoting issues flagged by shellcheck that could cause unexpected behavior with filenames containing spaces or special characters. Additionally, consider more robust error handling for git operations.
🔧 Proposed improvements for shell safety
- name: Get commits since last doc update
id: commits
run: |
# Extract last updated date from docs/README.md (format: > Last updated: YYYY-MM-DD)
LAST_UPDATE=$(grep -oP '(?<=Last updated: )\d{4}-\d{2}-\d{2}' docs/README.md || echo "")
echo "last_update=$LAST_UPDATE" >> $GITHUB_OUTPUT
if [ -n "$LAST_UPDATE" ]; then
echo "Documentation was last updated on: $LAST_UPDATE"
# Get commits since the last documentation update
- COMMITS=$(git log --oneline --since="$LAST_UPDATE" --no-merges -- 'apps/backend/**/*.py' 'apps/frontend/src/**/*.ts' 'apps/frontend/src/**/*.tsx')
- CHANGED_FILES=$(git diff --name-only $(git rev-list -1 --before="$LAST_UPDATE" HEAD) HEAD -- 'apps/backend/**/*.py' 'apps/frontend/src/**/*.ts' 'apps/frontend/src/**/*.tsx' 2>/dev/null || echo "")
+ COMMITS=$(git log --oneline --since="$LAST_UPDATE" --no-merges -- 'apps/backend/**/*.py' 'apps/frontend/src/**/*.ts' 'apps/frontend/src/**/*.tsx' || echo "No commits found")
+ BASE_REF=$(git rev-list -1 --before="$LAST_UPDATE" HEAD 2>/dev/null || echo "HEAD~5")
+ CHANGED_FILES=$(git diff --name-only "$BASE_REF" HEAD -- 'apps/backend/**/*.py' 'apps/frontend/src/**/*.ts' 'apps/frontend/src/**/*.tsx' 2>/dev/null || echo "")
else
echo "No last update date found, using recent commits"
COMMITS=$(git log --oneline -10 --no-merges)
CHANGED_FILES=$(git diff --name-only HEAD~5 HEAD 2>/dev/null || git diff --name-only HEAD)
fi
- echo "commits<<EOF" >> $GITHUB_OUTPUT
- echo "$COMMITS" >> $GITHUB_OUTPUT
- echo "EOF" >> $GITHUB_OUTPUT
+ {
+ echo "commits<<EOF"
+ echo "$COMMITS"
+ echo "EOF"
+ echo "changed_files<<EOF"
+ echo "$CHANGED_FILES"
+ echo "EOF"
+ echo "today=$(date +%Y-%m-%d)"
+ } >> "$GITHUB_OUTPUT"
-
- echo "changed_files<<EOF" >> $GITHUB_OUTPUT
- echo "$CHANGED_FILES" >> $GITHUB_OUTPUT
- echo "EOF" >> $GITHUB_OUTPUT
-
- # Store today's date for updating README
- echo "today=$(date +%Y-%m-%d)" >> $GITHUB_OUTPUTKey improvements:
- Quote the command substitution on line 37 to prevent word splitting
- Use grouped redirects (lines 44-50) for cleaner output handling
- Quote
$GITHUB_OUTPUTvariable to prevent globbing - Add fallback message for empty commits
- Store base ref in variable to avoid nested command substitution
🧰 Tools
🪛 actionlint (1.7.9)
28-28: shellcheck reported issue in this script: SC2046:warning:9:40: Quote this to prevent word splitting
(shellcheck)
28-28: shellcheck reported issue in this script: SC2086:info:16:24: Double quote to prevent globbing and word splitting
(shellcheck)
28-28: shellcheck reported issue in this script: SC2086:info:17:20: Double quote to prevent globbing and word splitting
(shellcheck)
28-28: shellcheck reported issue in this script: SC2086:info:18:15: Double quote to prevent globbing and word splitting
(shellcheck)
28-28: shellcheck reported issue in this script: SC2086:info:20:30: Double quote to prevent globbing and word splitting
(shellcheck)
28-28: shellcheck reported issue in this script: SC2086:info:21:26: Double quote to prevent globbing and word splitting
(shellcheck)
28-28: shellcheck reported issue in this script: SC2086:info:22:15: Double quote to prevent globbing and word splitting
(shellcheck)
28-28: shellcheck reported issue in this script: SC2086:info:25:35: Double quote to prevent globbing and word splitting
(shellcheck)
28-28: shellcheck reported issue in this script: SC2086:info:3:36: Double quote to prevent globbing and word splitting
(shellcheck)
28-28: shellcheck reported issue in this script: SC2129:style:16:1: Consider using { cmd1; cmd2; } >> file instead of individual redirects
(shellcheck)
🤖 Prompt for AI Agents
.github/workflows/update-docs.yml lines 28-54: the shell steps are vulnerable to
word-splitting, globbing, and brittle git calls; fix by quoting command
substitutions and variables (e.g., "$LAST_UPDATE", "$GITHUB_OUTPUT"), capture
the base ref in a variable instead of nested substitution before using it, use
grouped/heredoc redirects (>> "$GITHUB_OUTPUT" with a single <<'EOF' block) to
avoid multiple echo calls, add checks/fallback messages when COMMITS or
CHANGED_FILES are empty (e.g., set a default string like "no commits found"),
and handle git errors by redirecting stderr and checking exit status to provide
a clear fallback path.
| - name: Update documentation date and commit | ||
| run: | | ||
| git config --local user.email "github-actions[bot]@users.noreply.github.com" | ||
| git config --local user.name "github-actions[bot]" | ||
|
|
||
| # Always update the "Last updated" date in README.md | ||
| TODAY="${{ steps.commits.outputs.today }}" | ||
| sed -i "s/> Last updated: [0-9]\{4\}-[0-9]\{2\}-[0-9]\{2\}/> Last updated: $TODAY/" docs/README.md | ||
|
|
||
| git add docs/ | ||
| if git diff --staged --quiet; then | ||
| echo "No documentation changes to commit" | ||
| else | ||
| git commit -m "docs: Auto-update technical documentation | ||
|
|
||
| Based on commits since ${{ steps.commits.outputs.last_update }}. | ||
|
|
||
| 🤖 Generated with GitHub Copilot" | ||
| git push | ||
| fi |
There was a problem hiding this comment.
🧹 Nitpick | 🔵 Trivial
Direct push to develop without PR review.
The workflow commits documentation changes directly to the develop branch without creating a pull request. This means AI-generated documentation updates bypass code review.
Consider whether this workflow should:
- Option 1 (current): Continue direct commits for documentation updates, accepting that AI-generated content is pushed without human review
- Option 2: Create a pull request instead for reviewable AI-generated changes:
- name: Create Pull Request uses: peter-evans/create-pull-request@v5 with: branch: docs/auto-update-${{ github.run_number }} title: "docs: Auto-update technical documentation" body: | Based on commits since ${{ steps.commits.outputs.last_update }}. 🤖 Generated with GitHub Copilot
The current approach is acceptable for low-risk documentation but may introduce inaccuracies without human oversight.
🤖 Prompt for AI Agents
.github/workflows/update-docs.yml lines 158-177: the workflow currently commits
and pushes documentation updates directly to develop, bypassing PR review;
replace the direct git commit+push step with a pull-request creation step using
peter-evans/create-pull-request (or make this conditional) so AI-generated
changes are reviewable: stop doing git commit && git push, create a new branch
name (e.g. docs/auto-update-${{ github.run_number }}), call the action with a
clear title and body including the last_update info, and ensure the workflow
exits cleanly when there are no changes (or keep the no-changes echo), so
documentation updates open a PR for human review instead of being pushed
directly to develop.
| ``` | ||
| apps/backend/agents/ | ||
| ├── __init__.py # Public API exports (lazy loading) | ||
| ├── base.py # Shared constants and configuration | ||
| ├── coder.py # Main autonomous agent loop | ||
| ├── planner.py # Follow-up planner logic | ||
| ├── session.py # Session execution and tracking | ||
| ├── memory_manager.py # Dual-layer memory system | ||
| ├── utils.py # Git operations and plan management | ||
| └── tools_pkg/ # Custom MCP tools | ||
| ├── models.py # Tool definitions | ||
| ├── permissions.py # Tool access control | ||
| ├── registry.py # MCP server creation | ||
| └── tools/ # Tool implementations | ||
| ├── memory.py # Memory tools | ||
| ├── progress.py # Build progress tools | ||
| ├── qa.py # QA tools | ||
| └── subtask.py # Subtask management | ||
| ``` |
There was a problem hiding this comment.
Add language identifier to directory structure code block.
The directory structure fenced code block should specify a language identifier for consistency and proper syntax highlighting.
🔎 Proposed fix
-```
+```text
apps/backend/agents/
├── __init__.py # Public API exports (lazy loading)
├── base.py # Shared constants and configurationBased on static analysis hints, this improves markdown linting compliance.
📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| ``` | |
| apps/backend/agents/ | |
| ├── __init__.py # Public API exports (lazy loading) | |
| ├── base.py # Shared constants and configuration | |
| ├── coder.py # Main autonomous agent loop | |
| ├── planner.py # Follow-up planner logic | |
| ├── session.py # Session execution and tracking | |
| ├── memory_manager.py # Dual-layer memory system | |
| ├── utils.py # Git operations and plan management | |
| └── tools_pkg/ # Custom MCP tools | |
| ├── models.py # Tool definitions | |
| ├── permissions.py # Tool access control | |
| ├── registry.py # MCP server creation | |
| └── tools/ # Tool implementations | |
| ├── memory.py # Memory tools | |
| ├── progress.py # Build progress tools | |
| ├── qa.py # QA tools | |
| └── subtask.py # Subtask management | |
| ``` |
🧰 Tools
🪛 markdownlint-cli2 (0.18.1)
65-65: Fenced code blocks should have a language specified
(MD040, fenced-code-language)
🤖 Prompt for AI Agents
In docs/architecture/backend.md around lines 65 to 83, the fenced code block
showing the directory structure lacks a language identifier which breaks
markdown linting and syntax highlighting; add a language tag (use "text" or
"bash") immediately after the opening triple backticks (e.g., ```text) so the
block becomes a labeled code fence, leaving the block content unchanged.
| ``` | ||
| apps/backend/analysis/ | ||
| ├── analyzer.py # CLI facade | ||
| ├── project_analyzer.py # Full project analysis | ||
| ├── analyzers/ | ||
| │ ├── base.py # BaseAnalyzer class | ||
| │ ├── service_analyzer.py # Single service analysis | ||
| │ ├── project_analyzer_module.py # Monorepo detection | ||
| │ ├── framework_analyzer.py # Framework detection | ||
| │ ├── route_detector.py # API route detection | ||
| │ ├── database_detector.py # Database model detection | ||
| │ ├── context_analyzer.py # Context extraction | ||
| │ └── context/ # Specialized detectors | ||
| │ ├── api_docs_detector.py | ||
| │ ├── auth_detector.py | ||
| │ ├── env_detector.py | ||
| │ ├── jobs_detector.py | ||
| │ ├── migrations_detector.py | ||
| │ ├── monitoring_detector.py | ||
| │ └── services_detector.py | ||
| ├── risk_classifier.py # Change risk assessment | ||
| ├── security_scanner.py # Security vulnerability detection | ||
| └── insight_extractor.py # Session insight extraction | ||
| ``` |
There was a problem hiding this comment.
Add language identifier to directory structure code block.
The directory structure fenced code block should specify a language identifier.
🔎 Proposed fix
-```
+```text
apps/backend/analysis/
├── __init__.py # Public API exports
├── analyzer.py # CLI facadeBased on static analysis hints.
🧰 Tools
🪛 markdownlint-cli2 (0.18.1)
201-201: Fenced code blocks should have a language specified
(MD040, fenced-code-language)
🤖 Prompt for AI Agents
In docs/architecture/backend.md around lines 201 to 224, the fenced code block
for the directory structure lacks a language identifier; change the opening
fence to use a language identifier (e.g., ```text) and update the block content
to include the suggested __init__.py entry under apps/backend/analysis/ for
clarity (add the line for __init__.py with its comment) so the block becomes a
properly labeled plaintext directory listing.
| ``` | ||
| apps/backend/context/ | ||
| ├── builder.py # Context builder | ||
| ├── search.py # Context search | ||
| ├── categorizer.py # File categorization | ||
| ├── keyword_extractor.py # Keyword extraction | ||
| ├── pattern_discovery.py # Pattern detection | ||
| ├── service_matcher.py # Service matching | ||
| ├── graphiti_integration.py # Memory integration | ||
| ├── models.py # Data models | ||
| ├── serialization.py # JSON serialization | ||
| └── constants.py # Configuration | ||
| ``` |
There was a problem hiding this comment.
Add language identifier to directory structure code block.
🔎 Proposed fix
-```
+```text
apps/backend/context/
├── builder.py # Context builder
├── search.py # Context searchBased on static analysis hints.
🧰 Tools
🪛 markdownlint-cli2 (0.18.1)
308-308: Fenced code blocks should have a language specified
(MD040, fenced-code-language)
🤖 Prompt for AI Agents
In docs/architecture/backend.md around lines 308 to 320 the directory-structure
code block uses a plain triple-backtick fence without a language identifier;
update the opening fence to include a language tag (for example use ```text) so
the block becomes fenced with a language identifier, leaving the block content
unchanged and keeping the closing triple-backticks as-is.
| ``` | ||
| apps/frontend/src/main/ | ||
| ├── index.ts # Application entry point | ||
| ├── ipc-setup.ts # IPC handler setup facade | ||
| ├── agent-manager.ts # Legacy facade (re-exports) | ||
| ├── terminal-manager.ts # Legacy facade (re-exports) | ||
| ├── python-env-manager.ts # Python venv management | ||
| ├── python-detector.ts # Python path detection | ||
| ├── agent/ # Agent orchestration | ||
| │ ├── agent-manager.ts # Main orchestrator | ||
| │ ├── agent-state.ts # Process state tracking | ||
| │ ├── agent-events.ts # Event parsing | ||
| │ ├── agent-process.ts # Process spawning | ||
| │ ├── agent-queue.ts # Task queue management | ||
| │ ├── phase-event-parser.ts # Phase event parsing | ||
| │ └── types.ts # Type definitions | ||
| ├── terminal/ # Terminal management | ||
| │ ├── terminal-manager.ts # Main terminal orchestrator | ||
| │ ├── pty-manager.ts # PTY process handling | ||
| │ ├── session-handler.ts # Session persistence | ||
| │ ├── terminal-lifecycle.ts # Create/destroy lifecycle | ||
| │ ├── claude-integration.ts # Claude Code integration | ||
| │ └── types.ts # Type definitions | ||
| ├── ipc-handlers/ # IPC handler modules | ||
| │ ├── index.ts # Handler registration | ||
| │ ├── project-handlers.ts # Project CRUD | ||
| │ ├── task-handlers.ts # Task execution | ||
| │ ├── terminal-handlers.ts # Terminal operations | ||
| │ ├── settings-handlers.ts # App settings | ||
| │ ├── github-handlers.ts # GitHub integration | ||
| │ ├── linear-handlers.ts # Linear integration | ||
| │ ├── context-handlers.ts # Project context | ||
| │ └── ... # Other handlers | ||
| └── claude-profile/ # Claude profile management | ||
| ├── profile-storage.ts # Profile persistence | ||
| ├── usage-monitor.ts # Usage tracking | ||
| └── rate-limit-manager.ts # Rate limit handling | ||
| ``` |
There was a problem hiding this comment.
🧹 Nitpick | 🔵 Trivial
Specify language for directory structure.
The directory structure code block should specify a language identifier.
-```
+```text
apps/frontend/src/main/This addresses the markdownlint hint for better rendering.
🧰 Tools
🪛 markdownlint-cli2 (0.18.1)
62-62: Fenced code blocks should have a language specified
(MD040, fenced-code-language)
🤖 Prompt for AI Agents
In docs/components/frontend/main-process.md around lines 62 to 99, the directory
tree code block lacks a language identifier which triggers a markdownlint hint;
update the fenced code block opening from ``` to ```text (or ```bash) so the
block begins with a language specifier (e.g., ```text) to improve rendering and
satisfy the linter.
| ``` | ||
| apps/frontend/src/renderer/ | ||
| ├── App.tsx # Root application component | ||
| ├── components/ # All React components | ||
| │ ├── ui/ # Radix UI primitives (shadcn/ui) | ||
| │ │ ├── alert-dialog.tsx | ||
| │ │ ├── badge.tsx | ||
| │ │ ├── button.tsx | ||
| │ │ ├── card.tsx | ||
| │ │ ├── checkbox.tsx | ||
| │ │ ├── dialog.tsx | ||
| │ │ ├── dropdown-menu.tsx | ||
| │ │ ├── full-screen-dialog.tsx | ||
| │ │ ├── input.tsx | ||
| │ │ ├── label.tsx | ||
| │ │ ├── progress.tsx | ||
| │ │ ├── scroll-area.tsx | ||
| │ │ ├── select.tsx | ||
| │ │ ├── separator.tsx | ||
| │ │ ├── switch.tsx | ||
| │ │ ├── tabs.tsx | ||
| │ │ ├── textarea.tsx | ||
| │ │ └── tooltip.tsx | ||
| │ ├── Sidebar.tsx # Navigation sidebar | ||
| │ ├── ProjectTabBar.tsx # Project tab management | ||
| │ ├── KanbanBoard.tsx # Task kanban view | ||
| │ ├── TaskCard.tsx # Task display card | ||
| │ ├── TaskCreationWizard.tsx # New task wizard | ||
| │ ├── TaskEditDialog.tsx # Edit task dialog | ||
| │ ├── TerminalGrid.tsx # Terminal container | ||
| │ ├── Terminal.tsx # Individual terminal | ||
| │ ├── Roadmap.tsx # Roadmap view | ||
| │ ├── Context.tsx # Project context view | ||
| │ ├── Ideation.tsx # Ideation view | ||
| │ ├── Insights.tsx # AI insights view | ||
| │ ├── GitHubIssues.tsx # GitHub issues view | ||
| │ ├── Changelog.tsx # Changelog view | ||
| │ ├── Worktrees.tsx # Git worktrees view | ||
| │ ├── WelcomeScreen.tsx # New user welcome | ||
| │ │ | ||
| │ ├── changelog/ # Changelog feature | ||
| │ ├── context/ # Context visualization | ||
| │ ├── github-issues/ # GitHub issues feature | ||
| │ ├── github-prs/ # GitHub PRs feature | ||
| │ ├── ideation/ # Ideation feature | ||
| │ ├── linear-import/ # Linear import feature | ||
| │ ├── onboarding/ # Onboarding wizard | ||
| │ ├── project-settings/ # Project settings | ||
| │ ├── roadmap/ # Roadmap feature | ||
| │ ├── settings/ # App settings | ||
| │ └── task-detail/ # Task detail modal | ||
| ├── hooks/ # Custom React hooks | ||
| ├── stores/ # Zustand state stores | ||
| └── lib/ # Utility functions | ||
| ``` |
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🧹 Nitpick | 🔵 Trivial
Specify language for directory structure.
The directory structure code block should specify a language identifier.
-```
+```text
apps/frontend/src/renderer/This addresses the markdownlint hint for better rendering.
🧰 Tools
🪛 markdownlint-cli2 (0.18.1)
83-83: Fenced code blocks should have a language specified
(MD040, fenced-code-language)
🤖 Prompt for AI Agents
In docs/components/frontend/renderer.md around lines 83 to 137, the
directory-structure code block lacks a language identifier; update the opening
fence from ``` to ```text (or another appropriate language like ```bash) so the
block becomes fenced with a language tag for proper markdownlint rendering.
| ``` | ||
| Auto-Claude/ | ||
| ├── apps/ | ||
| │ ├── backend/ # Python agent system | ||
| │ │ ├── agents/ # Agent implementations (base, session, memory) | ||
| │ │ ├── analysis/ # Project analyzers | ||
| │ │ ├── cli/ # Command-line interface | ||
| │ │ ├── context/ # Context building and search | ||
| │ │ ├── core/ # Core services (auth, workspace) | ||
| │ │ ├── ideation/ # Feature ideation | ||
| │ │ ├── implementation_plan/ # Plan structures | ||
| │ │ └── integrations/ # External integrations (Graphiti, Linear) | ||
| │ └── frontend/ # Electron application | ||
| │ └── src/ | ||
| │ ├── main/ # Electron main process | ||
| │ │ ├── agent/ # Agent management | ||
| │ │ ├── terminal/ # PTY management | ||
| │ │ └── ipc-handlers/ # IPC communication | ||
| │ └── renderer/ # React renderer | ||
| │ ├── components/ # UI components | ||
| │ ├── stores/ # Zustand stores | ||
| │ └── hooks/ # Custom React hooks | ||
| ├── docs/ # Technical documentation (you are here) | ||
| ├── guides/ # User guides | ||
| ├── scripts/ # Build and automation scripts | ||
| └── tests/ # Test suite | ||
| ``` |
There was a problem hiding this comment.
Add language identifier to project structure code block.
The project directory structure should have a language identifier for proper rendering and linting compliance.
🔎 Proposed fix
-```
+```text
Auto-Claude/
├── apps/
│ ├── backend/ # Python agent systemBased on static analysis hints.
🧰 Tools
🪛 markdownlint-cli2 (0.18.1)
83-83: Fenced code blocks should have a language specified
(MD040, fenced-code-language)
🤖 Prompt for AI Agents
In docs/getting-started.md around lines 83 to 109, the fenced code block showing
the project directory lacks a language identifier; update the opening fence from
``` to ```text (or another appropriate identifier like ```bash) so the block
becomes ```text ... ``` to satisfy renderer/linter expectations and ensure
proper syntax highlighting and linting.
| <!-- Docsify core --> | ||
| <script src="https://cdn.jsdelivr.net/npm/docsify@4"></script> | ||
| <!-- Search plugin --> | ||
| <script src="https://cdn.jsdelivr.net/npm/docsify@4/lib/plugins/search.min.js"></script> | ||
| <!-- Copy code plugin --> | ||
| <script src="https://cdn.jsdelivr.net/npm/docsify-copy-code@2"></script> |
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🧹 Nitpick | 🔵 Trivial
Consider adding Subresource Integrity (SRI) for CDN resources.
The documentation site loads several scripts from CDN without Subresource Integrity hashes. While this is common practice, adding SRI hashes would provide additional security against CDN compromise.
Example for adding SRI:
<script src="https://cdn.jsdelivr.net/npm/docsify@4"
integrity="sha384-..."
crossorigin="anonymous"></script>Generate SRI hashes at: https://www.srihash.org/
This is optional as the site is for documentation and the CDN (jsdelivr) is reputable, but it would improve security posture.
🤖 Prompt for AI Agents
In docs/index.html around lines 343 to 348 the CDN script tags for docsify,
search plugin, and copy-code plugin lack Subresource Integrity (integrity) and
crossorigin attributes; generate SRI hashes for each exact CDN URL (e.g., via
https://www.srihash.org/ or the CDN provider), then add an
integrity="shaXXX-..." attribute and crossorigin="anonymous" to each <script>
tag so the browser can verify the fetched resources; ensure you use the correct
hash algorithm matching the generated value and update the three script tags
accordingly.
| elif [[ "$OSTYPE" == "msys" ]] || [[ "$OSTYPE" == "cygwin" ]]; then | ||
| # Windows (Git Bash, Cygwin) | ||
| start "$url" |
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🛠️ Refactor suggestion | 🟠 Major
Fix Windows browser launch command.
The start command on Windows (Git Bash/Cygwin) requires an empty title parameter to properly handle URLs.
🔎 Proposed fix for Windows compatibility
elif [[ "$OSTYPE" == "msys" ]] || [[ "$OSTYPE" == "cygwin" ]]; then
# Windows (Git Bash, Cygwin)
- start "$url"
+ start "" "$url"
else📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| elif [[ "$OSTYPE" == "msys" ]] || [[ "$OSTYPE" == "cygwin" ]]; then | |
| # Windows (Git Bash, Cygwin) | |
| start "$url" | |
| elif [[ "$OSTYPE" == "msys" ]] || [[ "$OSTYPE" == "cygwin" ]]; then | |
| # Windows (Git Bash, Cygwin) | |
| start "" "$url" |
🤖 Prompt for AI Agents
In scripts/serve-docs.sh around lines 33 to 35, the Windows branch uses start
"$url" which fails in Git Bash/Cygwin because start expects a title argument;
update the command to pass an explicit empty title before the URL (i.e., use
start "" "$url") so the URL is opened correctly in the default browser on
Windows.
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🤖 Auto Claude PR Review
Merge Verdict: 🟡 MERGE WITH CHANGES
1 high-priority issues to address
Risk Assessment
| Factor | Level | Notes |
|---|---|---|
| Complexity | High | Based on lines changed |
| Security Impact | Medium | Based on security findings |
| Scope Coherence | Good | Based on structural review |
Findings Summary
- High: 1 issue(s)
- Medium: 3 issue(s)
- Low: 3 issue(s)
Generated by Auto Claude PR Review
Findings (7 selected of 7 total)
🟠 [HIGH] Potential command injection via git commit messages
📁 .github/workflows/update-docs.yml:83
Git commit messages and file paths from ${{ steps.commits.outputs.commits }} and ${{ steps.commits.outputs.changed_files }} are directly interpolated into the GitHub Copilot prompt without sanitization. A malicious actor could craft a commit message containing prompt injection payloads that could manipulate the AI's behavior, potentially leading to malicious documentation changes being auto-committed.
Suggested fix:
Sanitize commit messages before passing to the prompt: escape special characters, limit length, and consider using a dedicated step to validate commit message content. Alternatively, pass commit hashes instead of full messages and let Copilot fetch details safely.
🟡 [MEDIUM] GitHub Action not pinned to commit hash
📁 .github/workflows/update-docs.yml:61
The workflow uses github/copilot-action@v1 which is a mutable tag. An attacker who compromises the action repository could push malicious code under the same version tag, which would then execute in your CI pipeline with write access to your repository.
Suggested fix:
Pin the action to a specific commit hash: `github/copilot-action@<full-sha>`. Example: `github/copilot-action@abc1234567890...`. Update the hash periodically when upgrading versions.
🟡 [MEDIUM] External CDN resources lack Subresource Integrity (SRI)
📁 docs/index.html:87
Multiple JavaScript files are loaded from cdn.jsdelivr.net without integrity hashes: docsify, search plugin, and prismjs syntax highlighters. If the CDN is compromised, malicious JavaScript could be injected into the documentation site, potentially leading to XSS attacks or credential theft.
Suggested fix:
Add integrity attributes to all script tags. Example: `<script src="//cdn.jsdelivr.net/npm/docsify@4" integrity="sha384-..." crossorigin="anonymous"></script>`. Generate hashes using https://www.srihash.org/
🟡 [MEDIUM] Automatic git push without human review
📁 .github/workflows/update-docs.yml:169
The workflow automatically commits and pushes AI-generated documentation changes to the develop branch without any human review step. Combined with the prompt injection risk, this could allow malicious content to be pushed directly to the repository.
Suggested fix:
Consider creating a PR instead of pushing directly, allowing for human review of AI-generated changes. Use `gh pr create` instead of `git push`, or add a manual approval gate via GitHub environment protection rules.
🔵 [LOW] Overly broad permissions
📁 .github/workflows/update-docs.yml:20
The workflow requests both contents: write and pull-requests: write permissions. While these may be needed for the current implementation, the broad write access combined with the security issues above increases the blast radius if the workflow is exploited.
Suggested fix:
If switching to a PR-based workflow, you can remove `contents: write` and keep only `pull-requests: write`. Always follow the principle of least privilege.
🔵 [LOW] Python command not fully qualified
📁 scripts/serve-docs.sh:30
The script uses python3 -m http.server without a full path. While not critical for a local development script, this could potentially execute an unintended python binary if PATH is manipulated.
Suggested fix:
This is acceptable for a local dev script. For additional safety, consider using `command -v python3` to verify the binary first or document the expected Python version.
🔵 [LOW] Hardcoded date requires manual updates
📁 docs/README.md:6
The documentation contains a hardcoded date > Last updated: 2025-12-30 which the GitHub Action workflow uses to determine which commits to analyze. If the workflow fails or the date format changes, documentation updates may be skipped or incorrect.
Suggested fix:
Consider using git commit metadata or a separate version file that's more robust to parsing. The current regex-based extraction could fail if the markdown format changes.
This review was generated by Auto Claude.
MikeeBuilds
added
feature
4 participants
Base Branch
developbranch (required for all feature/fix PRs)main(hotfix only - maintainers)Description
Updates technical overview documentation for new commits on develop branch.
Type of Change
Area
Commit Message Format
Follow conventional commits:
<type>: <subject>Types: feat, fix, docs, style, refactor, test, chore
Example:
feat: add user authentication systemChecklist
developbranchCI/Testing Requirements
Screenshots
Feature Toggle
This doesn't affect production, it doesn't need feature toggle.
Summary by CodeRabbit
New Features
Documentation
✏️ Tip: You can customize this high-level summary in your review settings.