documentation by brycewang-stanford
表格与图形（cpa-tables-figures） brycewang-stanford/cpa-tables-figures
Use when finalizing exhibits for a 《中国行政管理》 manuscript — regression tables, survey measurement tables, qualitative coding tables, and process / mechanism diagrams. Enforces three-line table style, coding-table conventions, and figure discipline. 本技能服务于《中国行政管理》(Chinese Public Administration, CPA)。
What it changes View full report → Passed 21 of 22 test cases with the skill, and 9 of 22 without it.
Without skill 41%
With skill 95%
Checks it passed that the model alone missed and 16 more in the full report
12 fixed9 passed either way1 still failing0 broke
Pass-rate lift +55 pp
Tokens +38%
Agent turns 0%
Response time -22% Model gemini-3.6-flashMeasured 9/1/2026 v1 21 of 22 cases passed with skill
Use this skill Claude Code DecimalAI agent CLI & files
Save it into your project's skills folder. Claude Code picks it up in its next session.
curl -fsSL --create-dirs -o .claude/skills/brycewang-stanford-cpa-tables-figures/SKILL.md https://app.decimal.ai/s/brycewang-stanford-cpa-tables-figures/SKILL.md Copy command Copy SKILL.md
Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add brycewang-stanford-cpa-tables-figures, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"
Linked stays up to date: your agents get the author's new versions automatically.
Editable copy is yours to change; the author's updates won't reach it.
Install linked skill Create editable copy
1 · One-time — install the CLI (
docs ↗ )
$ pip install "decimalai>=0.15"Copy
2 · Get the skill — writes .agents/skills/brycewang-stanford-cpa-tables-figures/ and pins it in .decimal/skills.lock
$ decimalai skills add brycewang-stanford-cpa-tables-figuresCopy
Copy link Copy README badge Copy SKILL.md No CLI? Get the same file — curl · raw file $ curl -fsSL --create-dirs -o .claude/skills/brycewang-stanford-cpa-tables-figures/SKILL.md https://app.decimal.ai/s/brycewang-stanford-cpa-tables-figures/SKILL.mdCopy
Safety checks: 3 of 3 passed
Code scan Clean Intent Passed Content Clean
Overview Benchmark Contents Activity Versions 1 Ratings 0
See it in action One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
Prompt 我需要你对一份包含 5 列定量主表、完整信效度测量表、机制图和 300 dpi 离线散点图的手稿进行图表规范核查。请务必输出标准诊所格式的结构化文本摘要。
What was checked, without and with the skill Checked Without skill With skill Includes exact summary field 【定量主表列数】. Ends structured output block with 【下一步】cpa-policy-implication.
Show both answers
What's inside The instructions your model reads when the skill loads.
SKILL.md 123 lines single file
表格与图形（cpa-tables-figures）
触发时机
主回归表 8 列以上，信息密度过高
问卷研究缺测量 / 信效度表
案例研究缺资料来源表与编码表
机制 / 政策过程用文字硬描述，缺一张过程图
表格用了边框 / 阴影 / 颜色，不符合规范
定量表格规范（三线表 / booktabs）
必备结构
表 3 数字化考核对基层形式主义负担的影响
═══════════════════════════════════════════
(1) (2) (3)
变量 负担 负担 负担
───────────────────────────────────────────
数字化考核 0.118*** 0.094*** 0.087***
(0.031) (0.029) (0.030)
......
───────────────────────────────────────────
控制变量 否 是 是
地区固定效应 是 是 是
年份固定效应 是 是 是
观测值 2,431 2,431 2,431
R² 0.184 0.226 0.231
═══════════════════════════════════════════
注：括号内为聚类于地级市层面的稳健标准误；***、**、* 分别表示 1%、5%、10% 显著水平。
严守约束
不超过 6 列 （极端 7 列，绝不 8 列）三线表 ：顶线粗、中线细、底线粗，无竖线显著性标记 *** ** * 统一三档；标准误在系数下方括号内，不要用 t / z 值
控制变量 / 固定效应行写"是 / 否"
表号 + 表名在表上方，注释在表下方；注释必含聚类层次、显著性符号定义
Track record Benchmark 21 / 22
test cases passed, vs 9 / 22 without
Adoption
Users 0
Times used 0 View activity → Safety and source details
SkillSafety ✓ 3 of 3 passed ✓ Code scan 15 of 15 checks clean
0 critical · 0 warning · 0 info — scanner v4 — 8/10/2026
View 15 scanner checks live_secret remote_code_execution reverse_shell data_exfiltration ssrf_metadata agent_snooping anti_refusal destructive_commands obfuscated_unicode unicode_homoglyph opaque_blob suspicious_url tool_overreach trigger_abuse prompt_injection_phrasing
✓ Intent Safe
LLM judge · does the skill do what it claims
✓ Content Clean
LLM judge · policy & harmful-content review
Source Imported brycewang-stanford / awesome-journal-skills
Chinese-Public-Administration-Skills/skills/cpa-tables-figures/SKILL.md
View on GitHub ↗ License MITImported 8/10/2026Version v1