academic tools agents

whenpoem/aiscientist

Agent Claude Code

Implementation and experimentation. Can write code, run scripts, and record findings to memory.

whenpoem/aiscientist

Agent Claude Code

Attempt formal proofs in Lean 4 for stated lemmas. Scope: small statistical identities (sample mean unbiasedness, Chebyshev/Cauchy-Schwarz/Markov/Bonferroni inequalities, simple CLT/MLE statements). Triage gate: only spawn when triageforformalization returns eligible=True.

whenpoem/aiscientist

Agent Claude Code

Adversarial reviewer of finished manuscripts. Refuses to sign off on central result claims until publication-critical metrics trace back to pinned evidence (empirical checklist) AND theorem claims trace back to an empty diagnostic manifest plus either a Lean verification or an explicit unverified flag (proof…