Auto Paper Figure

SkillDev tools

Internal Harness instruction source for auto-paper-figure. 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 Figure skill

What this skill tells your AI

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

Purpose

Create figure contracts and caption audits before any plotting or asset edits. This branch is not the default drawing tool; enter it when the operator asks for figure work, when TeX already references figures, when source PDFs or Markdown notes mention needed figures/tables, or when harden finds figure/caption risk.

Required Inputs

  • figure assets and source data when available
  • figure_requirement_scan.md when source materials mention figures/tables
  • current claim_register.md
  • current citation_support_bank.md
  • tex_inventory.json figure references
  • ../../../.agents/references/research-supervision-patterns.md
  • ../../../.agents/references/research-supervision/scientific-plotting.md
  • target venue constraints for resolution, format, panels, and captions

Outputs

Write under auto_paper_output/<paper_id>/:

  • figure_asset_map.md
  • figure_contract.md
  • caption_claim_map.md
  • figure_backend_report.md

Rules

  • Every quantitative or qualitative caption claim must map to a registered claim, local evidence item, or citation support row.
  • Classify each planned figure as motivated example, solution overview, experimental result, or supporting figure.
  • Conceptual review figures are allowed, but their caption must be framed as a synthesis or route hypothesis and must cite the source claims it visualizes.
  • Do not generate new plots from unverified data paths or inferred metrics.
  • If a PDF proposes a figure but the data needed for a quantitative panel is absent, keep the figure as a conceptual schematic, mark the quantitative panel USER_GATE, or write a RUN_REQUEST when the missing data is an experiment artifact.
  • Preserve panel labels, file names, and LaTeX graphics references unless the patch plan explicitly changes them.
  • If plotting is requested but inputs are incomplete, return USER_GATE.

Gate Ledger

Report a Gate ledger entry with commands run, artifacts written, figure/caption gate result, 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-figure
Source
github.com/linzhe001/harness-research