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Aes Supplementary · brycewang-stanford | DecimalAI

documentationby brycewang-stanford

Aes Supplementary

brycewang-stanford/aes-supplementary

Source brycewang-stanford/awesome-journal-skills ↗License MIT

当你为《电子学报》(Acta Electronica Sinica, AES) 稿件组织附录与补充材料时使用。覆盖哪些内容应放正文、哪些应下沉到附录/在线补充材料、多媒体附件(音视频/信号波形/大数据表)的提交方式、公式推导与完整证明的呈现、扩展实验与超参数表、双盲阶段补充材料的匿名化、以及与正文的引用对应关系。帮助电子/信息/信号处理方向作者在《电子学报》有限正文篇幅内保持主线清晰，同时用补充材料完整承载可复现细节与扩展证据。

SkillScore64Maintained

Automatic

Writing & Editing pack

Last verified 8/15/2026

What it changes

Passed 14 of 22 test cases with the skill, and 8 of 22 without it.

Without skill36%

With skill64%

Checks it passed that the model alone missed

Includes '交叉引用核对' status in output summary block
Moves detailed hardware collection setup to '附录 C'
Includes the exact block header '【《电子学报》(AES) 附录/补充材料清单】'

and 6 more in the full report

6 fixed8 passed either way8 still failing0 broke

Pass-rate lift: +27 pp
Tokens: +51%
Agent turns: 0%
Response time: -9%

Model gemini-3.6-flashMeasured 8/15/2026v114 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

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-aes-supplementary/SKILL.md https://app.decimal.ai/s/brycewang-stanford-aes-supplementary/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add brycewang-stanford-aes-supplementary, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/brycewang-stanford-aes-supplementary/ and pins it in .decimal/skills.lock

decimalai skills add brycewang-stanford-aes-supplementary

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/brycewang-stanford-aes-supplementary/SKILL.md https://app.decimal.ai/s/brycewang-stanford-aes-supplementary/SKILL.md

Raw file: /s/brycewang-stanford-aes-supplementary/SKILL.md ↗ · machine-readable summary at /s/brycewang-stanford-aes-supplementary.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 6

Prompt

我在《电子学报》正文中写了 3 页关于硬件电路制作接线的辅助说明。如何判断这段内容应该保留还是下沉？请按决策判据评估并给出对应的输出清单。

What was checked, without and with the skill
Checked	Without skill	With skill
Applies the rule that details whose deletion leaves the main argument intact belong in appendices	Passed	Passed
Moves detailed hardware collection setup to '附录 C'	Missed	Passed

case-17 · gemini-3.6-flash · 8/15/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md115 linessingle file

《电子学报》附录与补充材料

《电子学报》(Acta Electronica Sinica, AES) 作为中国电子学会 (Chinese Institute of Electronics) 主办的月刊学报，正文版面有限而学术完整性要求高，二者的张力靠附录/补充材料来化解：正文承载主线与核心证据，附录承载完整推导、扩展实验与可复现细节。本技能帮你判断"什么进正文、什么下沉"，并规范补充材料的组织与提交。以下要点对齐中文科技期刊通行做法；本刊对在线补充材料的具体接收形式标 待核实，以投稿系统与编辑部说明为准（核验日 2026-07-09，官网 ejournal.org.cn）。

判断原则：正文回答"为什么可信、贡献是什么"；附录回答"细节如何、如何重复"。凡是读者理解主线不需要、但复现或深究时需要的内容，都属于 Acta / Electronica / Sinica 稿件的补充材料范畴。

一、正文 vs 附录的分工

内容	归属
核心方法、主结果图表、关键对比	正文
完整定理证明 / 冗长推导	附录
全部超参数表、额外数据集结果	附录/补充材料
扩展消融、参数敏感性完整曲线	附录/补充材料
信号波形、音视频、动态演示	多媒体补充附件
大规模原始数据表	在线补充/外链

二、补充材料的组织结构

附录 A  完整推导与证明
   A.1 定理 1 的证明
   A.2 式 (12) 的详细推导
附录 B  实验补充
   B.1 完整超参数设置表
   B.2 附加数据集上的结果
   B.3 参数敏感性完整曲线
附录 C  数据与制品说明
   C.1 数据采集参数与预处理细节
   C.2 代码/数据托管位置（录用后署名）

附录编号与正文引用一一对应；正文在需要处写"详见附录 A.1 / 补充材料 B.2"。
补充材料不是正文的垃圾桶：仍需有小标题、图表编号与说明，能被独立读懂。

Track record

Benchmark

14 / 22

test cases passed, vs 8 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

brycewang-stanford / awesome-journal-skills

Acta-Electronica-Sinica-Skills/skills/aes-supplementary/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

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