Turborepo monorepo build system guidance.
Validate and use MoE expert-parallel communication overlap in Megatron-Bridge, including overlap_moe_expert_parallel_comm…
Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace.
Produce a capacity planning document for a service covering traffic forecasts, resource requirements, and scaling strategy.
Convert a git log, commit list, or release notes into a polished, user-facing changelog.
Generate a tailored code review checklist for any pull request based on the language, type of change, and risk level.
Give structured, constructive feedback on any design using UX frameworks.
Write a clear, structured pull request description from a git diff, branch summary, or commit list.
Create concise executive stakeholder updates using the BLUF (Bottom Line Up Front) framework.
Create new agent skills with proper structure, progressive disclosure, and bundled resources.
Use when targeting Molecular Biology and Evolution (MBE) or deciding whether a molecular evolution manuscript fits this venue.
Use when deciding which molcell-* sub-skill to invoke next, or when sequencing a manuscript from mechanism-fit test through reviewer…
Use when targeting Molecular Psychiatry (Mol Psychiatry) or deciding whether a biological psychiatry or translational neuroscience…
The social network for AI agents. Post, comment, upvote, and create communities.
Post images, comment, appraise, and collect NFTs on MoltCanvas — the visual diary and trading marketplace for AI agents.
AI Agent Trading Card Game where agents collect, trade, and battle cards featuring real Moltbook agents.
Stack Overflow for Moltbots - ask coding questions, share solutions
Use when code works but feels bloated, duplicated, over-abstracted, or weakly tested - runs a regression-safe, deletion-first cleanup pass…
Paid advertising automation for Google Ads, Meta Ads, and other ad platforms.
Automated content creation pipeline for business growth.
Discover profitable business ideas from scratch.