Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
A skill your agent uses when a manuscript is being planned, drafted, revised, or prepared for submission to 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), especially when the author…
Install Jse Tju Workflow
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jse-tju-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jse-tju-workflow --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Journal-of-Systems-Engineering-Skills/skills/jse-tju-workflow .claude/skills/jse-tju-workflow && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "jse-tju-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-workflow into .claude/skills/jse-tju-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jse-tju-workflow", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-workflowType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jse-tju-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jse-tju-workflow --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Journal-of-Systems-Engineering-Skills/skills/jse-tju-workflow .agents/skills/jse-tju-workflow && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jse-tju-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-workflow into .agents/skills/jse-tju-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jse-tju-workflow", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jse-tju-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jse-tju-workflow --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Journal-of-Systems-Engineering-Skills/skills/jse-tju-workflow .cursor/skills/jse-tju-workflow && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "jse-tju-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-workflow into .cursor/skills/jse-tju-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jse-tju-workflow", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path Journal-of-Systems-Engineering-Skills/skills/jse-tju-workflow--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jse-tju-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jse-tju-workflow --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Journal-of-Systems-Engineering-Skills/skills/jse-tju-workflow .gemini/skills/jse-tju-workflow && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "jse-tju-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-workflow into .gemini/skills/jse-tju-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jse-tju-workflow", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jse-tju-workflowInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jse-tju-workflow -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Journal-of-Systems-Engineering-Skills/skills/jse-tju-workflow .github/skills/jse-tju-workflow && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "jse-tju-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-workflow into .github/skills/jse-tju-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jse-tju-workflow", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jse-tju-workflow -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jse-tju-workflow --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Journal-of-Systems-Engineering-Skills/skills/jse-tju-workflow .opencode/skills/jse-tju-workflow && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "jse-tju-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-workflow into .opencode/skills/jse-tju-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jse-tju-workflow", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
jse-tju-workflow- GitHub stars
- 1.2k
- Token cost
- ~817 tokens
- SKILL.md length
- 95 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when a manuscript is being planned, drafted, revised, or prepared for submission to 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), especially when the author…
- Works in 4 steps: 一句话研究问题：决策者/系统、冲突、目标、环境。 → 系统草图：主体或组件、层级、状态、信息流、反馈、边界。 → 核心交付：定理、机制、算法、仿真、预测、实证、工程接口中的哪一种。 → …
- A manuscript is being planned
- SKILL.md covers 触发时机, 输入诊断, 六条研究主线 and 按阶段选下一步, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jse Tju Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when a manuscript is being planned, drafted, revised, or prepared for submission to 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), especially when the author needs to identify the paper’s systems-engineering strand, diagnose the current lifecycle stage, and choose the next jse-tju skill without confusing this journal with Systems Engineering Theory and Practice or a purely mathematical management-science venue.
Its SKILL.md is about 820 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的… The licence is MIT.
When your agent uses it
- A manuscript is being planned
- Prepared for submission to 《系统工程学报》 (Journal of Systems Engineering
- Tianjin University)
- Especially when the author needs to identify the papers systems-engineering strand
Example prompts
- “/jse-tju-workflow”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- 一句话研究问题：决策者/系统、冲突、目标、环境。
- 系统草图：主体或组件、层级、状态、信息流、反馈、边界。
- 核心交付：定理、机制、算法、仿真、预测、实证、工程接口中的哪一种。
- 当前材料：只有想法、已有模型、已有结果、完整初稿、投稿前或收到审稿意见。
What it can do on your machine
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Jse Tju Workflow loads about 817 tokens when it runs. Until then it costs about 113 tokens; SKILL.md has 95 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 95 words, ~817 tokens.
Download SKILL.mdSave it as
.claude/skills/jse-tju-workflow/SKILL.md (or your agent's skills folder).- name
- jse-tju-workflow
- description
- Use when a manuscript is being planned, drafted, revised, or prepared for submission to 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), especially when the author needs to identify the paper’s systems-engineering strand, diagnose the current lifecycle stage, and choose the next jse-tju skill without confusing this journal with Systems Engineering Theory and Practice or a purely mathematical management-science venue.
《系统工程学报》全流程路由（jse-tju-workflow）
触发时机
把稿件先定位为“什么系统、哪种证据、处于哪一阶段”，再调用专门 skill。不要把 12 个 skill
顺序机械跑一遍，也不要把《系统工程学报》缩减为供应链建模刊。官网范围与 30 篇近年样本显示，
本刊横跨理论、方法和应用；稳定事实与动态投稿要求见
official-source-map.md，内容画像见
source-basis.md。
输入诊断
- 一句话研究问题：决策者/系统、冲突、目标、环境。
- 系统草图：主体或组件、层级、状态、信息流、反馈、边界。
- 核心交付：定理、机制、算法、仿真、预测、实证、工程接口中的哪一种。
- 当前材料：只有想法、已有模型、已有结果、完整初稿、投稿前或收到审稿意见。
缺少系统草图时，不要直接润色摘要；先路由到 jse-tju-topic-selection。
六条研究主线
| 主线 | 本刊式识别信号 | 首要证据 | 优先 skill |
|---|---|---|---|
| 系统理论与复杂系统 | 状态演化、级联失效、稳定性、可靠性、复杂网络 | 机制、稳定/边界、仿真或数据构网 | system-modeling → theory-analysis |
| 优化、运筹与决策 | 跨组件约束、定位路径、资源配置、评价/控制 | 数学规划、求解、基线、规模梯度 | system-modeling → algorithm-computation |
| 网络、博弈与协同系统 | 多主体策略互动、契约、协同、信息不对称 | 均衡、阈值、比较静态、福利 | system-modeling → theory-analysis |
| AI、数据驱动和预测 | 动态过程、时变控制、风险预测、计算实验 | 样本外、强基线、防泄漏、解释 | validation → robustness-reproducibility |
| 社会经济与金融系统 | 空间/网络依赖、金融动态、政策或企业系统 | 识别/估计、系统机制、异质性 | validation，必要时接共享执行桥 |
| 工程、交通、环境和应急 | MBSE、交通网络、能源环境、灾害响应 | 场景约束、接口/算法、案例或仿真 | topic-selection → system-modeling |
交叉稿件只能指定一条主线和一条支撑线。例如“应急配送 + 元启发式”主线是工程应急， 算法是支撑；“宏观变量驱动波动预测”主线是金融动态，预测是支撑。若反过来写，容易出现 方法压过系统问题的拒稿风险。
按阶段选下一步
只有选题或摘要
- 系统边界不清：
jse-tju-topic-selection - 不确定是否投本刊：
jse-tju-fit-positioning - 现象明确但贡献只写“采用新算法”：先
topic-selection，不要进入算法
文献和模型阶段
- 综述是作者列表：
jse-tju-literature-review - 主体、状态、约束或信息结构含混：
jse-tju-system-modeling - 已有公式但不知道能证明什么：
jse-tju-theory-analysis
求解与证据阶段
- 优化、仿真或算法稿：
jse-tju-algorithm-computation - 需要选择数值/仿真/真数据/案例/预测证据：
jse-tju-validation - 结果只在单组参数成立：
jse-tju-robustness-reproducibility
成稿与投稿阶段
- 公式、图表、中英文信息和体例：
jse-tju-writing-tables-figures - 官网账号、文件、费用、原创性、版权和防诈骗：
jse-tju-submission - 收到编辑或审稿意见：
jse-tju-rebuttal
路由决策
if 系统边界/反馈/相互作用说不清:
next = jse-tju-topic-selection
elif 目标刊仍在比较:
next = jse-tju-fit-positioning
elif 变量/约束/信息时序未闭合:
next = jse-tju-system-modeling
elif 核心主张缺少相称证据:
next = jse-tju-theory-analysis 或 algorithm-computation 或 validation
elif 结果对参数/数据/随机性脆弱:
next = jse-tju-robustness-reproducibility
elif 尚未按官网体例统稿:
next = jse-tju-writing-tables-figures
else:
next = jse-tju-submission反模式
- 名称误导：把《系统工程学报》当成《系统工程理论与实践》。两刊是不同期刊、不同官网、
不同刊号；必须使用
jse.tju.edu.cn。 - 局部问题伪装系统：单企业单变量问题加“系统”二字，但删除网络、层级、反馈后模型不变。
- 证据错配：定理稿只做一张数值图；预测稿只报训练误差；算法稿只与弱基线比；实证稿没有 处理空间、网络、动态或主体相互依赖。
- 经验判断冒充官方规则：内容画像是选刊启发式，费用/格式/投稿入口必须回查 source map。
输出格式
【目标刊】《系统工程学报》 / 仍需比较
【主线】六条主线之一
【支撑线】可选一条
【系统性一句话】边界 + 相互作用/反馈 + 系统级结果
【当前阶段】选题 / 综述 / 建模 / 理论 / 算法 / 验证 / 稳健 / 写作 / 投稿 / 返修
【下一 skill】仅一个 jse-tju-* 名称
【进入条件】调用前必须补齐的 1–3 项材料
【最大拒稿风险】一个可验证问题
【官方复核】本次是否涉及动态事实；若涉及，列 source-map ID一次只给一个下一 skill；完成其输出条件后再回到本路由器。
© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in Journal-of-Systems-Engineering-Skills/skills/jse-tju-workflow of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jse Tju Workflow next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Jse Tju Workflow this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~817 | Automated safety check: Pass | MIT | |
| Hypothesis Generationspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Last30daysmvanhorn/last30days-skill | 64k | — | ~7.9k | Automated safety check: Notes | MIT |
Similar skills
GitHub Deep Research
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
Nature Paper Card
Yuan1z0825/nature-skills
Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
Content Research Writer
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
Last30days
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
Peer Review
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
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Questions about Jse Tju Workflow
What does Jse Tju Workflow do?
A skill your agent uses when a manuscript is being planned, drafted, revised, or prepared for submission to 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), especially when the author…. Jse Tju Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when a manuscript is being planned, drafted, revised, or prepared for submission to 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), especially when the author needs to identify the paper’s systems-engineering strand, diagnose the current lifecycle stage, and choose the next jse-tju skill without confusing this journal with Systems Engineering Theory and Practice or a purely mathematical management-science venue.
When should I use Jse Tju Workflow?
Jse Tju Workflow fits situations like: A manuscript is being planned; prepared for submission to 《系统工程学报》 (Journal of Systems Engineering; tianjin University); especially when the author needs to identify the papers systems-engineering strand.
How do I install Jse Tju Workflow in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jse-tju-workflow -a claude-code`. Or copy the skill folder (Journal-of-Systems-Engineering-Skills/skills/jse-tju-workflow in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jse-tju-workflow in your project. Claude Code loads it when a task matches its description.
How do I install Jse Tju Workflow in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jse-tju-workflow -a codex`. Or copy the skill folder (Journal-of-Systems-Engineering-Skills/skills/jse-tju-workflow in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jse-tju-workflow in your project. Codex loads it when a task matches its description.
Can I use Jse Tju Workflow in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jse-tju-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jse-tju-workflow, .gemini/skills/jse-tju-workflow, .github/skills/jse-tju-workflow and .opencode/skills/jse-tju-workflow in your project.
What does Jse Tju Workflow need to run?
SKILL.md names no scripts, command-line tools or credentials: Jse Tju Workflow is instructions for the agent only.
Does Jse Tju Workflow access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Jse Tju Workflow safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Jse Tju Workflow use?
Jse Tju Workflow is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Jse Tju Workflow use?
About 817 tokens (SKILL.md is roughly 3.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Jse Tju Workflow?
Skills that share tags, products or a category with Jse Tju Workflow: Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars), Nature Paper Card (Yuan1z0825/nature-skills, 47k stars) and Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jse Tju Workflow?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.