Synopsis: This is a collection of selected/(lightly)curated HOW-TO's on use of AI/ML.
Make sure to familiarize yourself with https://cborg.lbl.gov
access to many models: https://cborg.lbl.gov/models/ - also with API - https://cborg.lbl.gov/api_examples/
startup allocation for each user etc
IT@LBL / AI pages: https://it.lbl.gov/ai/
LabLLM monthly catchup - maybe interesting only to some of you (but a lot of expert exchanges on new things; links to reports and other docs) - LINK (protected!) - see for mailing list subscription within.
Token bleed control
OpenWolf - https://openwolf.com
Maybe useful: Use codex as a tool to reduce Fable tokens - https://app.therundown.ai/guides/use-60-less-fable-tokens-with-this-orchestrator-setup
Info / stay up to date sources:
AGENTS / SKILLS / PLUGINS
A guide to agent skills, plugins, marketplace - https://chris-ayers.com/posts/agent-skills-plugins-marketplace/
yet another skills collection: https://mcpservers.org/agent-skills
agentic workspace from google - need $ - https://studio.workspace.google.com
Claude SDK - https://github.com/anthropics/claude-agent-sdk-python
Agents4Science - https://agents4science.github.io/
including agent capabilities examples - https://agents4science.github.io/Capabilities/
USEFUL
Anthropic skills - https://github.com/anthropics/skills
CLAUDE SCIENCE - https://claude.com/product/claude-science
OpenAI https://github.com/openai/plugins
Depreciated OpenAI skills - https://github.com/openai/skills
prompt engineering tutorial - https://github.com/anthropics/prompt-eng-interactive-tutorial
Specs beat code / OpenAI - https://www.youtube.com/watch?v=8rABwKRsec4
Mastering Claude Code in 30 min / Anthropic - https://www.youtube.com/watch?v=6eBSHbLKuN0
Claude Code best practices / Anthropic - https://www.youtube.com/watch?v=gv0WHhKelSE
Beyond the basics with Claude Code - https://www.youtube.com/watch?v=tuY2ChJIx48
Learning while sleeping (context eng., memory mgm, cont. learning, dreaming) - https://youtu.be/tTcxVv8HHNw?is=wg6v5gyp-LuGKtYU
"Skills are the new code" - https://youtu.be/KpfnldjO3Iw?si=8RQb0f3tN3W_YoXV
Claude Science intro / Anthropic - https://www.youtube.com/watch?v=i8g1pdzWJik&t=2643s