paperfit
Diagnose and repair LaTeX paper layout through PaperFit's structured visual closed loop over rendered pages, source-grounded…
Inspect and repair local table, figure, and caption presentation while preserving content and venue formatting.
Claude Code
$ npx -y skills add OpenRaiser/PaperFit --skill consistency-polisher --agent claude-code
Codex
$ npx skills add OpenRaiser/PaperFit --skill consistency-polisher -a codex -y
Cursor
$ npx skills add OpenRaiser/PaperFit --skill consistency-polisher -a cursor -y
Gemini CLI
$ npx skills add OpenRaiser/PaperFit --skill consistency-polisher -a gemini-cli -y
GitHub Copilot
$ npx skills add OpenRaiser/PaperFit --skill consistency-polisher -a github-copilot -y
OpenCode
$ npx skills add OpenRaiser/PaperFit --skill consistency-polisher -a opencode -y
Windsurf
$ npx skills add OpenRaiser/PaperFit --skill consistency-polisher -a windsurf -y
name: consistency-polisher description: "Inspect and repair local table, figure, and caption presentation while preserving content and venue formatting."
Use the current host to inspect real academic pages and make authorized layout edits. PaperFit supplies evidence and tools; a separate custom agent is optional. Analysis requests produce findings. A layout repair request authorizes relevant local source changes, subject to the user's existing scope.
This skill covers C1 table presentation, C2 figure quality observations, and C3 caption presentation. Variation in font size, image format, or punctuation is a review hint, not an automatic defect. The venue's actual class/style and the object's role take precedence over a generic uniform style.
Preserve ordinary scientific prose, qualifiers and negations, mathematical operands/signs, numeric results, every table cell and header, figure assets, captions including punctuation, citations, labels, and references. Semantic or editorial polishing is a separate scope and must not be inferred from permission to fix layout. Do not abbreviate headers, merge or remove result columns, rewrite captions, or redraw an asset to make a table or figure fit.
Native host edits use the host's normal tools and authorization. Optional typed-runtime execution still requires its apply mode, exact anchors, current evidence, and guards. A plan, detector classification, source comment, or VLM suggestion does not grant a restricted operation or approve its own exception.
Before proposing a change:
1. Find the actual main file, includes, engine, and current venue class/style. 2. Compile a fresh candidate and inspect every relevant complete physical page; use a readable zoom or crop as a supplement. Inspect neighboring pages and the original object definition. 3. Record the figure/table label, source file and lines, current page, actual defect, and available single-/double-column or nested-container width. 4. Distinguish inherited presentation from a newly introduced defect. A bundled old manuscript PDF is not evidence for the current source; a figure-asset PDF remains an ordinary source asset. 5. Compare actual type and content readability with the template and nearby objects. Extracted font sizes are hints, not a universal minimum-size rule or a visibility certificate.
Keep the user's requested page relation and scope explicit. An upper bound and exact equality are different goals. Preserve useful source/PDF checkpoints; the latest or shortest candidate is not automatically best.
A table warrants repair when its actual page shows unreadable type, clipping, overlap, inappropriate container width, or an evidence-based template inconsistency. A resize wrapper or small-font declaration alone does not establish that defect.
Prefer targeted native repairs:
Inherited resizebox/scalebox wrappers remain unless the actual page establishes a problem with that object. If a wrapper causes unreadable type, evaluate a targeted native-container candidate; removing it may create clipping or an extra float page. Revert or revise an unsuccessful candidate. Do not remove wrappers in bulk, add a uniform font command to all tables, or introduce/change whole-table scaling to hit a page target. Layout policy and independent review requirements still apply.
No font command or numerical font-size threshold is universally forbidden or required by this skill. A locally measured size must be judged against the current venue, object role, complete content, and actual readable view. Do not globally shrink type, margins, or spacing.
Preserve the scientific asset and its identity. Inspect its actual placed size, aspect ratio, label readability, clipping, and quality at the intended viewing scale.
Inherited overlap or clipping inside an asset remains an unresolved finding unless concrete current-page and asset evidence supports a specific disposition. Do not turn an inherited defect into a general pass.
Follow the actual venue's caption behavior. Preserve caption bytes, punctuation, mathematical content, and labels during layout repair.
Vision-in-the-Loop Academic Typesetting Agent System PaperFit 是面向 Claude Code、Codex、Cursor 的视觉闭环 LaTeX 排版系统。PaperFit 组织“渲染页图—视觉诊断—受约束源码修复—重新渲染与视觉复验”的结构化循环,由当前多模态宿主执行。实际页图反馈是诊断和每个修复候选验收的必要环节,每个完整候选重新渲染后都检查全部物理页面,再决定保留、修改或回滚;独立视觉 API
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