paper-reproduction
Installation
SKILL.md
Paper Reproduction
Six-step automated paper reproduction pipeline. One orchestrator (you) plus six specialized sub-agents. Agents communicate only through structured markdown files — they do not share conversation context.
Scope (v1)
v1 positioning: Python = full 6-agent reproduction with numerical comparison. R / MATLAB / Julia = minimal viable — identify, install, smoke-test, honest feedback. This is a deliberate scope choice: the Python path must be rock-solid before expanding to languages where error diagnostics are harder for AI to resolve.
Language Support
| Language | Support Level | What It Does |
|---|---|---|
| Python | Full | All 6 agents active. Environment build → smoke test → full run → numerical comparison. |
| R | Minimal | Identify R + install packages + smoke test + honest feedback. Does NOT promise full numerical reproduction. |
| MATLAB | Minimal | Identify MATLAB + check toolboxes + smoke test + honest feedback. Does NOT promise full numerical reproduction. |
| Julia | Minimal | Same as R/MATLAB minimal path. |
| No code / theory paper | Blocked | Write scope_violation.md and STOP. No repository to reproduce. |