nanoresearch

Plugin nanoresearch from marketplace nanoresearch in chrisliu298/nanoresearch. Commands read from the repo's manifest — 1 month ago.

Slash commands (5)

• /nanoresearch:loop

  Experiment loop: edit, commit, run, measure, keep or revert. Faithful to Karpathy's autoresearch. Use for 'nanoresearch:loop', 'experiment loop', 'autoresearch'.

• /nanoresearch:nanoresearch

  Full autonomous ML research pipeline: scout ideas, run experiments, write a paper, survive peer review. Use when user says 'nanoresearch', 'autonomous research', or wants end-to-end ML research. One command, wake up to a paper.

• /nanoresearch:review

  Review phase: simulated peer review with 4 reviewers, rebuttal, area chair decision. Use for 'nanoresearch:review'.

• /nanoresearch:scout

  Scout phase: survey literature, generate ideas, verify novelty, produce experiment spec. Use for 'nanoresearch:scout', 'find ideas', 'research direction'.

• /nanoresearch:write

  Write phase: turn experiment results into a paper or research memo. Use for 'nanoresearch:write', 'write paper', 'draft paper'.

Subagents (3)

• area-chair

  Area chair agent for nanoresearch peer review. Reads all reviewer reports, author rebuttal, and the paper. Writes a meta-review and makes the accept/reject decision following NeurIPS/ICLR/ICML guidelines.

• reviewer

  Parameterized ML venue reviewer agent. Spawned with a persona (methodologist, empiricist, novelty-critic, or skeptic) to review a paper independently. Read-only: critiques but never edits the paper.

• write-critic

  Parameterized writing critic for nanoresearch write phase. Reviews sections or full papers under a specified lens. Read-only: critiques but never edits.