Andy d1fbccde39 fix(pr-review): add three-tier recovery for structured output validation failure (#1797)
* fix(pr-review): add three-tier recovery for structured output validation failure

When structured output validation fails after SDK max retries, the followup
reviewer crashed with RuntimeError instead of recovering. This wastes all
multi-agent analysis work (often 100+ messages across 3 specialist agents).

Changes:
- sdk_utils: add error_recoverable flag and last_assistant_text to stream result
- followup reviewer: attempt extraction call with minimal schema before text fallback
- pydantic_models: add FollowupExtractionResponse (~6 flat fields, near-100% success)
- orchestrator reviewer: add structured_output to FindingValidator retryable errors

Recovery cascade: structured output → extraction call → text parsing

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix(pr-review): address review findings from PR #1797

- Register pr_followup_extraction agent type in AGENT_CONFIGS (fixes Tier 2 dead code)
- Move RECOVERABLE_ERRORS to module-level constant in sdk_utils for importability
- Update docstring to document new return fields (last_assistant_text, error_recoverable)
- Use self.config.fast_mode instead of hardcoded True for consistency
- Rewrite tests to import actual production constants instead of reimplementing logic

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix(tests): fix import paths for CI environment

CI runs pytest from apps/backend/ so runners/github/ must be on sys.path
for services.sdk_utils and services.pydantic_models imports to resolve.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix(tests): use bare module imports to avoid services/ package collision

There are two services/ directories (apps/backend/services/ and
runners/github/services/). Adding github services dir to sys.path and
importing via `from services.sdk_utils` fails because Python finds the
wrong services/ package first. Fix: add the services dir directly and
use bare imports (from sdk_utils import ...).

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix(pr-review): fix extraction call type error and control flow issues

- Use self.project_dir instead of str(Path.cwd()) for create_client (fixes
  AttributeError making Tier 2 always crash, and uses correct project path)
- Force structured_output = None on recoverable errors to skip redundant
  parse-then-fail cycle and go directly to Tier 2 extraction
- Include dismissed_finding_count in extraction return dict for symmetry

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix(pr-review): address follow-up review findings

- Read dismissed_finding_count fallback in consumer (fixes silent data loss)
- Consolidate recoverable error handling into single control flow block
- Default text fallback verdict to NEEDS_REVISION (consistent with _create_empty_result)
- Add missing keys to _parse_text_output and _create_empty_result for consistent
  return dict contracts across all three recovery tiers

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* style: ruff format parallel_followup_reviewer.py

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-12 19:43:44 +01:00
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Auto Claude

Autonomous multi-agent coding framework that plans, builds, and validates software for you.

Auto Claude Kanban Board

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Download

Stable Release

Stable

Platform Download
Windows Auto-Claude-2.7.5-win32-x64.exe
macOS (Apple Silicon) Auto-Claude-2.7.5-darwin-arm64.dmg
macOS (Intel) Auto-Claude-2.7.5-darwin-x64.dmg
Linux Auto-Claude-2.7.5-linux-x86_64.AppImage
Linux (Debian) Auto-Claude-2.7.5-linux-amd64.deb
Linux (Flatpak) Auto-Claude-2.7.5-linux-x86_64.flatpak

Beta Release

⚠️ Beta releases may contain bugs and breaking changes. View all releases

Beta

Platform Download
Windows Auto-Claude-2.7.6-beta.4-win32-x64.exe
macOS (Apple Silicon) Auto-Claude-2.7.6-beta.4-darwin-arm64.dmg
macOS (Intel) Auto-Claude-2.7.6-beta.4-darwin-x64.dmg
Linux Auto-Claude-2.7.6-beta.4-linux-x86_64.AppImage
Linux (Debian) Auto-Claude-2.7.6-beta.4-linux-amd64.deb
Linux (Flatpak) Auto-Claude-2.7.6-beta.4-linux-x86_64.flatpak

All releases include SHA256 checksums and VirusTotal scan results for security verification.


Requirements

  • Claude Pro/Max subscription - Get one here
  • Claude Code CLI - npm install -g @anthropic-ai/claude-code
  • Git repository - Your project must be initialized as a git repo

Quick Start

  1. Download and install the app for your platform
  2. Open your project - Select a git repository folder
  3. Connect Claude - The app will guide you through OAuth setup
  4. Create a task - Describe what you want to build
  5. Watch it work - Agents plan, code, and validate autonomously

Features

Feature Description
Autonomous Tasks Describe your goal; agents handle planning, implementation, and validation
Parallel Execution Run multiple builds simultaneously with up to 12 agent terminals
Isolated Workspaces All changes happen in git worktrees - your main branch stays safe
Self-Validating QA Built-in quality assurance loop catches issues before you review
AI-Powered Merge Automatic conflict resolution when integrating back to main
Memory Layer Agents retain insights across sessions for smarter builds
GitHub/GitLab Integration Import issues, investigate with AI, create merge requests
Linear Integration Sync tasks with Linear for team progress tracking
Cross-Platform Native desktop apps for Windows, macOS, and Linux
Auto-Updates App updates automatically when new versions are released

Interface

Kanban Board

Visual task management from planning through completion. Create tasks and monitor agent progress in real-time.

Agent Terminals

AI-powered terminals with one-click task context injection. Spawn multiple agents for parallel work.

Agent Terminals

Roadmap

AI-assisted feature planning with competitor analysis and audience targeting.

Roadmap

Additional Features

  • Insights - Chat interface for exploring your codebase
  • Ideation - Discover improvements, performance issues, and vulnerabilities
  • Changelog - Generate release notes from completed tasks

Project Structure

Auto-Claude/
├── apps/
│   ├── backend/     # Python agents, specs, QA pipeline
│   └── frontend/    # Electron desktop application
├── guides/          # Additional documentation
├── tests/           # Test suite
└── scripts/         # Build utilities

CLI Usage

For headless operation, CI/CD integration, or terminal-only workflows:

cd apps/backend

# Create a spec interactively
python spec_runner.py --interactive

# Run autonomous build
python run.py --spec 001

# Review and merge
python run.py --spec 001 --review
python run.py --spec 001 --merge

See guides/CLI-USAGE.md for complete CLI documentation.


Development

Want to build from source or contribute? See CONTRIBUTING.md for complete development setup instructions.

For Linux-specific builds (Flatpak, AppImage), see guides/linux.md.


Security

Auto Claude uses a three-layer security model:

  1. OS Sandbox - Bash commands run in isolation
  2. Filesystem Restrictions - Operations limited to project directory
  3. Dynamic Command Allowlist - Only approved commands based on detected project stack

All releases are:

  • Scanned with VirusTotal before publishing
  • Include SHA256 checksums for verification
  • Code-signed where applicable (macOS)

Available Scripts

Command Description
npm run install:all Install backend and frontend dependencies
npm start Build and run the desktop app
npm run dev Run in development mode with hot reload
npm run package Package for current platform
npm run package:mac Package for macOS
npm run package:win Package for Windows
npm run package:linux Package for Linux
npm run package:flatpak Package as Flatpak (see guides/linux.md)
npm run lint Run linter
npm test Run frontend tests
npm run test:backend Run backend tests

Contributing

We welcome contributions! Please read CONTRIBUTING.md for:

  • Development setup instructions
  • Code style guidelines
  • Testing requirements
  • Pull request process

Community


License

AGPL-3.0 - GNU Affero General Public License v3.0

Auto Claude is free to use. If you modify and distribute it, or run it as a service, your code must also be open source under AGPL-3.0.

Commercial licensing available for closed-source use cases.


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GitHub Repo stars

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Autonomous multi-session AI coding
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