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Aas Workflow · brycewang-stanford | DecimalAI

productivityby brycewang-stanford

Aas Workflow

brycewang-stanford/aas-workflow

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

当你在为《自动化学报》(Acta Automatica Sinica, AAS) 规划一次完整投稿的时间线、把 12 个技能编排成从选题到见刊的流水线时调用。给出选题定位→写作→实验→匿名投稿→双盲三审→多轮退修→录用定稿的阶段划分、每阶段的准入准出、里程碑与常见延误点，帮助作者在 Acta Automatica Sinica 的双盲三审制与中英文双语综述长文传统下合理排期，避免作者承诺漏交、双盲泄露、退修超期等踩坑，并在每个节点指明应调用哪个 aas- 技能。

SkillScore64Maintained

Automatic

Research pack

Last verified 8/15/2026

What it changes

Passed 14 of 22 test cases with the skill, and 3 of 22 without it.

Without skill14%

With skill64%

Checks it passed that the model alone missed

Maps submission audit to aas-submission
Maps topic selection to aas-topic-selection
Mandates tagging any unverified info with '**待核实**'

and 14 more in the full report

11 fixed3 passed either way8 still failing0 broke

Pass-rate lift: +50 pp
Tokens: +58%
Agent turns: 0%
Response time: -13%

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-aas-workflow/SKILL.md https://app.decimal.ai/s/brycewang-stanford-aas-workflow/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add brycewang-stanford-aas-workflow, 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-aas-workflow/ and pins it in .decimal/skills.lock

decimalai skills add brycewang-stanford-aas-workflow

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 11

Prompt

《自动化学报》编辑部在收到稿件后，进行编辑初审前最重要的防线闸门是什么？如果漏交会有什么后果？

What was checked, without and with the skill
Checked	Without skill	With skill
Specifies that initial review will not proceed until the author commitment letter with signature and official seal is received	Missed	Passed
Warns that missing commitment files will stall the manuscript prior to initial review	Passed	Passed

case-14 · 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.md120 linessingle file

《自动化学报》投稿全流程编排

本技能把一次《自动化学报》(Acta Automatica Sinica, AAS) 投稿拆成可执行阶段，并在每个节点指明调用哪个 aas- 技能。AAS 是中国自动化学会与中国科学院自动化研究所共同主办、创刊于 1963 年的控制与自动化学科中文旗舰月刊，实行双盲三审制。以下时间为经验值，官方权威周期以官网《稿件处理流程》为准（待核实）。核验日期 2026-07-09。

一、全流程阶段图

选题定位 → 写作与证据 → 匿名化+作者承诺 → 在线投稿 → 编辑初审
   → 双盲外审 → 退修/复审(多轮) → 主编终审 → 录用 → 定稿校样 → 见刊+稿酬

二、阶段-技能对照表

阶段	主用技能	准出标准
选题定位	`aas-topic-selection`	贡献可数、对口本刊、栏目确定
全流程规划	`aas-workflow`（本技能）	里程碑与责任人排期完成
写作体例	`aas-writing-style`	中英文摘要/关键词/中图分类号/GB/T 7714 就位
相关工作	`aas-related-work`	delta 明确、代表作覆盖
实验/仿真	`aas-experiments`	RQ、公平基线、稳定性分析、消融
可复现性	`aas-reproducibility`	环境/种子/数据固定，复现包
补充材料	`aas-supplementary`	正文/附录按决定性划分
投稿审计	`aas-submission`	双盲、承诺、查重、字段核对
审稿建模	`aas-review-process`	各环节作者杠杆清晰
退修答复	`aas-author-response`	逐条答复 + 修改对照
录用定稿	`aas-camera-ready`	校样、稿酬、排期
代码数据	`aas-artifact-evaluation`	可用性声明现状讲清

三、里程碑时间线（经验值，非官方承诺）

里程碑	相对时间	关键动作
T0 投稿	第 0 天	匿名稿 + 作者承诺（签名+公章）同时上传 aas-cn 系统
初审反馈	T0 后数日~数周	编辑判断是否送外审
外审	约 1~3 个月/轮	双盲专家评审（待核实精确周期）
退修	收到意见后	按编辑部给定期限完成大/小修
复审	大修常重新送审	外审复核修改

Track record

Benchmark

14 / 22

test cases passed, vs 3 / 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-Automatica-Sinica-Skills/skills/aas-workflow/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

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