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Thesis figure curation

Skill VictorAurelius/claude-starter-kit/skills/quality/thesis-figure-curation

Dùng khi user nói 'figure curation', 'thesis figures', 'caption', 'đánh số hình', 'INDEX figure', 'curate figure cho Chapter N', 'add figure to thesis', 'kiểm tra caption hình', 'audit figure thesis'. Codifies selection criteria (figure vs table vs prose), per-chapter numbering N.M, Vietnamese caption format, per-chapter INDEX generation. Pair với thesis-docx pipeline.From its SKILL.md

Install
npx -y skills add VictorAurelius/claude-starter-kit --skill thesis-figure-curation

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

2 things to look at

  • 1 stars1 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
  • runs commandsInstructs the agent to run 2 commands, including `bash scripts/audit-figures.sh <chapter-glob>` and 1 more.

SKILL.md

4.9 KB, ~1.3k tokens by cl100k_base, as published. Nobody here has run it

Thesis Figure Curation

Skill chuẩn hoá việc curate figure (hình ảnh) + table + diagram cho thesis V1+. Closes C7 Diagram + figure rendering category audit gap per thesis-content-standard.md.

Khi nào dùng

  • Pre-merge PR thêm/sửa nội dung chapter thesis (documents/<thesis-dir>/chapter-*.md)
  • Khi cần generate / refresh chapter-N-INDEX.md figure index
  • Khi user hỏi "chương này có bao nhiêu hình", "caption có đầy đủ chưa", "đánh số hình thiếu chỗ nào"
  • Trước khi assemble thesis-vN.docx — verify figure coverage + caption parity

Process

  1. Audit hiện trạng — chạy bash scripts/audit-figures.sh <chapter-glob> để liệt kê figure + caption coverage + numbering integrity
  2. Apply selection criteria — dùng reference/figure-selection-criteria.md để quyết định visual nào nên là figure / table / prose
  3. Format caption — dùng reference/caption-format-vietnamese.md template **Hình N.M: <mô tả>**
  4. Đánh số — dùng reference/numbering-scheme.md (<chapter>.<sequential>, restart per chapter)
  5. Generate INDEX — tạo / update documents/<thesis-dir>/chapter-N-INDEX.md từ audit output (table format § dưới)
  6. Cross-check citation — verify mỗi figure được cite trong body text trong ±3 đoạn văn (heuristic audit script)

Skill Contents

  • reference/figure-selection-criteria.md — Quyết định figure vs table vs prose; chuẩn hoá Mermaid/PlantUML/ASCII/PNG; quality bar
  • reference/caption-format-vietnamese.md — Template caption tiếng Việt + ví dụ + anti-pattern
  • reference/numbering-scheme.md — Scheme N.M, restart per chapter, hybrid figure+table+diagram
  • scripts/audit-figures.sh — Walk chapter MD → liệt kê figure count + caption coverage + numbering integrity + citation ±3 đoạn

INDEX file format (documents/<thesis-dir>/chapter-N-INDEX.md)

---
chapter: N
generated: YYYY-MM-DD
---

# Chapter N — Index hình ảnh + bảng

| # | Loại | File / Block | Caption | Vị trí |
|:-:|------|--------------|---------|--------|
| N.1 | Figure | `chapter-N-X.md` line LL | Hình N.1: ... | §N.X paragraph Y |
| N.2 | Table | inline `chapter-N-Y.md` line LL | Bảng N.2: ... | §N.Y |
| N.3 | Mermaid | block in `chapter-N-Y.md` line LL | Hình N.3: ... | §N.Y |

## Trạng thái figure cần bổ sung

- [ ] (none / list missing per audit)

## Last audit

`bash .claude/skills/quality/thesis-figure-curation/scripts/audit-figures.sh chapter-N-*.md` — output trong `data/last-run-chapter-N.json`

Gotchas

  • Mermaid block đếm là 1 figure — nhưng caption phải đứng ngay dưới fence ``` đóng (không phải trong fence)
  • Bảng vs Hình — VN academic convention dùng Bảng N.M cho table + Hình N.M cho figure. Numbering tách rời (Bảng 2.1 độc lập Hình 2.1)
  • Restart per chapter — Hình 1.1, 1.2, ..., 1.N → sang chương 2 lại bắt đầu Hình 2.1. KHÔNG đánh số liên tục cross-chapter
  • PNG paths — figure PNG thường nằm rải rác (documents/<thesis-dir>/figures/**, documents/06-diagrams/plantuml/*.png, screenshots). Skill này KHÔNG migrate PNG files (out of scope) — chỉ index những gì có sẵn
  • Caption position — caption đặt BÊN DƯỚI figure (italic, font 11pt khi render Word). KHÔNG ABOVE. Audit script flag misplaced caption
  • Citation window ±3 đoạn — heuristic, không hoàn hảo; manual review khi figure được cite cross-section (vd Chapter 4 cite Hình 2.3) — coi là valid OK
  • Backup files exclude — audit script skip pattern *-backup-*.md để không double-count
  • Mode tester — chạy bash scripts/audit-figures.sh --help để xem usage; --json cho machine-readable output
  • Adapt to your project's path layout — default documents/<thesis-dir>/chapter-N-*.md. Adjust scripts args nếu layout khác.

Related

  • .claude/rules/diagram-format-selection.md — Mermaid mặc định, ASCII ≤5 nodes, PlantUML cho C4
  • .claude/rules/thesis-content-standard.md C7 Diagram+figure rendering category — this skill closes C7 audit gap
  • .claude/rules/vn-localization-audit-checklist.md §2 — VN sample data + format conventions
  • Sister skill: quality/thesis-citation-extract/SKILL.md (closes C3 Bibliography category)
  • Sibling skill: quality/ui-review/SKILL.md (annotation style: mũi tên đỏ #dc2626 + viền vàng #facc15)

What ships with it: 5 files

22.4 KB alongside SKILL.md, 1 of them executable

data/

reference/

scripts/

Gives 0 of the 12 instructions most literature review skills give in ~1.3k tokens

Counted across 185 of the 191 authors here whose files we hold, read 2026-09-06

  • Screen sources by title, abstract, then full textin 16 of 185, across 9 files
  • Create a search protocol before collecting sourcesin 11 of 185, across 5 files
  • Convert the prompt into a searchable research questionin 11 of 185, across 5 files
  • Keep a reproducible search login 11 of 185, across 5 files
  • Group evidence by theme, not per paperin 11 of 185, across 5 files
  • Ask the user which review rigor level is neededin 11 of 185, across 5 files
  • Use a structured extraction tablein 11 of 185, across 5 files
  • Separate claims by confidence levelin 10 of 185, across 4 files
  • Deduplicate by DOI, identifier, then titlein 10 of 185, across 4 files
  • Record exclusion reasons at each screening stagein 9 of 185, across 3 files
  • Verify citation identifiers before finalizingin 9 of 185, across 4 files
  • Search a minimum of three databasesin 7 of 185, across 6 files

Said here and by no other author read

  • Apply selection criteria to classify figure, table, or prose
  • Format captions with the Vietnamese Hình N.M template
  • Number figures N.M restarting each chapter
  • Generate or refresh the chapter figure INDEX
  • Verify each figure is cited within three paragraphs
  • Place captions below the figure

Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.

Keep looking

Skills are one crate of 325,949. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.