Skip to content

Tags: Ar9av/PaperOrchestra

Tags

v0.1.0

Toggle v0.1.0's commit message
v0.1.0 — initial public release

A host-agent-pluggable skill pack implementing PaperOrchestra
(Song et al. 2026, arXiv:2604.05018).

Seven composable skills mirror the paper's five-agent pipeline plus a
benchmark harness and four autoraters. No API keys, no embedded LLM
clients. Skills are markdown instruction documents the host coding agent
reads and executes; Python helpers do only deterministic work (JSON
schema validation, Levenshtein fuzzy matching, BibTeX formatting,
citation gates, LaTeX sanity, refinement halt logic).

Includes verbatim reproductions of all 13 prompts from arXiv:2604.05018
appendices D.4, F.1, F.2, F.3 with per-page citations.

Smoke-tested across 10 deterministic helpers.