OpenSift

Repository: mlaify/OpenSift

Status in repo docs: hobby proof-of-concept.

Scope#

OpenSift is an AI study assistant that ingests materials and retrieves grounded context for generation.

Core flow:

1. ingest source material
2. retrieve relevant chunks
3. generate study output

Current capabilities#

• local-first study workflows
• multiple chat modes (study_chat, assignment_planner, study_guide, key_points, quiz, explain)
• provider paths for Claude Code, ChatGPT Codex, Claude API, and OpenAI API
• gateway mode that can supervise UI and optional MCP server

Security posture#

Repo docs explicitly describe local-first constraints and non-production hardening status, with documented improvements around XSS, SSRF controls, and persistence safety.