What's New
Cross-Platform Support
- ACP-compatible agent backends: Claude Code, Codex CLI, Copilot CLI, Gemini CLI, Kimi CLI
- OpenClaw bridge: messaging platform integration (Discord, Telegram, Lark, WeChat)
- CLI-agent code generation backend: delegates Stages 10 & 13 to external CLI agents with budget control and timeout management
Anti-Fabrication System
- VerifiedRegistry: ground-truth whitelist from experiment results with tolerance matching
- Experiment diagnosis & repair loop: 13 deficiency categories, auto-repair with best-result selection
- Always-on sanitization: unverified numbers replaced in paper tables
Stability & Quality
- 100+ bug fixes across 8 deep audit rounds
- Modular executor refactoring (10K → 400-line facade)
--resumeauto-detection for interrupted runs- LLM retry hardening with exponential backoff
- Community-reported fixes (macOS M3, math/theoretical topics)
New Subsystems
- Assessor (paper quality scoring + venue recommendation)
- Calendar (conference deadline tracking)
- Collaboration (multi-user research coordination)
- Copilot (interactive steering modes)
- Dashboard (real-time metrics broadcasting)
- Knowledge Graph (entity extraction + visualization)
- Memory (cross-run experiment/ideation/writing memory)
- MCP (Model Context Protocol server)
- Overleaf (live sync with conflict resolution)
- Project Manager (multi-project scheduling)
- Remote Servers (SSH/SLURM/cloud execution)
- Skills Library (12 built-in domain/tooling skills)
- Trends (daily arXiv digest + opportunity finder)
- Voice (speech-to-text commands)
- Wizard (guided project setup)
Testing
- 1,935 tests passing
Full Changelog: v0.3.1...v0.3.2