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AI model: sagnikM/grpo-tooluse-qwen25-3b-lr1e-6-r8-response2048-seed43-step500

AI multi-agent tool that turns research papers into cited commercialization and tech-transfer assessments: TRL, patent landscape, market and risks. CrewAI + FastAPI, with a reproducible benchmark.

Model-invocable context compaction for DeepSeek Harness: mind_map and clear_mind agent tools turn selected history into self-written checkpoints, with auditable GUI tombstones and proactive threshold reminders.

A conversation-driven workflow orchestration framework — turn chats into parallel DAG task graphs, executed with built-in MCP tools, skills, and context engineering. Go + React

General-purpose, headless-first LLM-Native micro-harness for small language models