Auto Paper Data

SkillDev tools

Internal Harness instruction source for auto-paper-data. Route through visible Harness aliases instead of invoking directly.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Auto Paper Data skill

What this skill tells your AI

The instructions your AI receives, as published by linzhe001/harness-research in .agents/skills/auto-paper-data/SKILL.md and read by ahel’s review.

Purpose

Prepare availability and reproducibility statements from verified project facts. This branch does not invent dataset access, license state, ethics approval, code release status, compute details, or artifact permanence.

Required Inputs

  • project data locations and release policy
  • code repository or package status when known
  • license, embargo, or access restrictions
  • ethics, consent, IRB, or human-subject boundaries when applicable
  • reproducibility materials such as configs, seeds, checkpoints, and commands

Outputs

Write under auto_paper_output/<paper_id>/:

  • data_availability_statement.md
  • code_availability_statement.md
  • reproducibility_checklist.md
  • ethics_boundary.md

Rules

  • If availability, licensing, ethics, or release status is unclear, write a USER_GATE item instead of filling a plausible statement.
  • Separate current verified facts from planned future releases.
  • Do not state that data or code is public unless the artifact or operator approval proves it.
  • Route new evidence claims back to argument, citation, or harden.

Gate Ledger

Report a Gate ledger entry with commands run, artifacts written, unresolved availability or ethics facts, any USER_GATE or NOT_RUN reason, and the next owner before handoff.

Signals

GitHub stars
86
Forks
9
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
auto-paper-data
Source
github.com/linzhe001/harness-research