HelixOS — Audit Report
Date: 2026-03-23
Auditor: Claude (automated)
Project status: Active
Summary
- Total features: 42
- DONE: 35 (v1 chat/RAG + v2 coding agent)
- BACKLOG: 7 (v3 enhanced capabilities)
- Documentation before audit: 0 SynergyPlan feature docs
- Documentation after audit: 42 README.md files created
Audit by Area
Chat Interface — 6/6 features documented
| Feature |
Status |
Documentation |
Missing |
| Streaming chat |
DONE |
Complete |
— |
| Multi-session management |
DONE |
Complete |
— |
| Model selector |
DONE |
Complete |
— |
| Keyboard shortcuts |
DONE |
Complete |
— |
| Theme customization |
DONE |
Complete |
— |
| Status indicator |
DONE |
Complete |
— |
Local LLM Infrastructure — 4/4 features documented
| Feature |
Status |
Documentation |
Missing |
| llama-cpp with Vulkan GPU |
DONE |
Complete |
— |
| Model auto-download |
DONE |
Complete |
— |
| LLM gateway and routing |
DONE |
Complete |
— |
| Prompt template system |
DONE |
Complete |
— |
Web Search — 2/2 features documented
| Feature |
Status |
Documentation |
Missing |
| DuckDuckGo search integration |
DONE |
Complete |
— |
| Automatic search decision |
DONE |
Complete |
— |
Council System — 2/2 features documented
| Feature |
Status |
Documentation |
Missing |
| Multi-AI personality discussions |
DONE |
Complete |
— |
| Council session management |
DONE |
Complete |
— |
RAG Pipeline — 9/9 features documented
| Feature |
Status |
Documentation |
Missing |
| Multi-format document ingestion |
DONE |
Complete |
— |
| Intelligent chunking |
DONE |
Complete |
— |
| Embedding generation |
DONE |
Complete |
— |
| Qdrant vector store |
DONE |
Complete |
— |
| Retrieval strategies |
DONE |
Complete |
— |
| Context building and answer generation |
DONE |
Complete |
— |
| RAG/LLM routing |
DONE |
Complete |
— |
| RAG evaluation framework |
DONE |
Complete |
— |
| RAG CLI tools |
DONE |
Complete |
— |
Coding Agent — 9/9 features documented
| Feature |
Status |
Documentation |
Missing |
| Goal decomposition |
DONE |
Complete |
— |
| Context building and file analysis |
DONE |
Complete |
— |
| Code generation |
DONE |
Complete |
— |
| Test generation (TDD) |
DONE |
Complete |
— |
| Patch application and validation |
DONE |
Complete |
— |
| Iteration controller |
DONE |
Complete |
— |
| Multi-task orchestrator |
DONE |
Complete |
— |
| Session management |
DONE |
Complete |
— |
| Task graph with dependencies |
DONE |
Complete |
— |
Configuration & Utilities — 3/3 features documented
| Feature |
Status |
Documentation |
Missing |
| YAML configuration system |
DONE |
Complete |
— |
| Token counting and budget tracking |
DONE |
Complete |
— |
| Layered architecture |
DONE |
Complete |
— |
Enhanced Capabilities — 7/7 features documented
| Feature |
Status |
Documentation |
Missing |
| Voice input (Whisper) |
BACKLOG |
Partial |
Needs: design |
| Voice output (TTS) |
BACKLOG |
Partial |
Needs: design |
| Image generation |
BACKLOG |
Partial |
Needs: design |
| Code execution sandbox |
BACKLOG |
Partial |
Needs: security design |
| Cross-session memory |
BACKLOG |
Partial |
Needs: design |
| Web browsing agent |
BACKLOG |
Partial |
Needs: design |
| File upload and analysis |
BACKLOG |
Partial |
Needs: design |
Recommendations
- Two complete milestones — Chat/RAG (v1) and Coding Agent (v2) are fully implemented
- Code execution sandbox is highest-value backlog item — would close the loop on autonomous coding
- Cross-session memory would significantly improve the chat experience for repeated use
- Known issues in coding agent (test duplication, import handling, task failure blocking) should be fixed before adding new capabilities