Louis-Felix Nothias - HolobiomicsLab @holobiomicslab.bsky.social · 23/06/2026👉 The release: the first ASB Skill Collection for metabolomics. 🔹 5,865 skills · 909 tools · 568 papers 🔹 LC-MS/MS + GC-MS, MS-imaging, ion mobility, lipidomics, NMR 🔹 evidence-grounded, EDAM-annotated, open (CC-BY-4.0) 8/ 121 0
Louis-Felix Nothias - HolobiomicsLab @holobiomicslab.bsky.social · 23/06/2026So as a community effort started at Dagstuhl, we built the AgenticScienceBuilder (ASB): a pipeline that reads real method papers and distills them into benchmark tasks, skills & tools — each verified against its source. 7/ 100 0
Louis-Felix Nothias - HolobiomicsLab @holobiomicslab.bsky.social · 23/06/2026Step 3: keep agents honest. Perspicacité grounds them in the literature — an open, local-first literature-RAG engine where the evidence is yours and traceable, not a black box. github.com/HolobiomicsL... 5/ 110 0
Louis-Felix Nothias - HolobiomicsLab @holobiomicslab.bsky.social · 23/06/2026Today at #MetSoc2026 I gave a keynote presentation on self-evolving, multi-agent AI for metabolomics — from @holobiomicslab.bsky.social. The headline outcome: we're releasing the first ASB Skill Collection — open, evidence-grounded metabolomics building blocks for any scientific AI agents. 🧵👇 194 0
Louis-Felix Nothias - HolobiomicsLab @holobiomicslab.bsky.social · 04/05/2026Thanks and congratulations to @jjjvanderhooft.bsky.social, Soha Hassoun @pluskal-lab.org, Stacey Reinke for organizing this landmark #Dagstuhl Computational Metabolomics seminar 26181 ! www.dagstuhl.de/en/seminars/... What an amazing four days with many fruitful discussions and interactions ... 131 0
Louis-Felix Nothias - HolobiomicsLab @holobiomicslab.bsky.social · 02/04/2026A meta-orchestrator decomposes a problem into coordinated agent roles. Agents discover tools at runtime via MCP (Model Context Protocol). An LLM judge evaluates results and drives workflow evolution. The topology itself is what evolves — not just the outputs. 110 0
Louis-Felix Nothias - HolobiomicsLab @holobiomicslab.bsky.social · 02/04/2026We've been building multi-agent AI for science at @holobiomicslab.bsky.social. We just released Mimosa (preprint, 30 March 2026) — a framework where the multi-agent workflows themselves evolve instead of following a fixed recipe. arxiv.org/abs/2603.28986 163 0