Agent skill
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when selecting or sharpening a research topic for 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), especially when an idea mentions a system but has not yet…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jse-tju-topic-selection -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jse-tju-topic-selection --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-topic-selection .claude/skills/jse-tju-topic-selection && 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-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-topic-selection into .claude/skills/jse-tju-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jse-tju-topic-selection", 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-topic-selectionType 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-topic-selection -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jse-tju-topic-selection --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-topic-selection .agents/skills/jse-tju-topic-selection && 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-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-topic-selection into .agents/skills/jse-tju-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jse-tju-topic-selection", 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-topic-selection -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jse-tju-topic-selection --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-topic-selection .cursor/skills/jse-tju-topic-selection && 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-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-topic-selection into .cursor/skills/jse-tju-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jse-tju-topic-selection", 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-topic-selection--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-topic-selection -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jse-tju-topic-selection --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-topic-selection .gemini/skills/jse-tju-topic-selection && 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-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-topic-selection into .gemini/skills/jse-tju-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jse-tju-topic-selection", 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-topic-selectionInstalls 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-topic-selection -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-topic-selection .github/skills/jse-tju-topic-selection && 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-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-topic-selection into .github/skills/jse-tju-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jse-tju-topic-selection", 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-topic-selection -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-topic-selection --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-topic-selection .opencode/skills/jse-tju-topic-selection && 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-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-topic-selection into .opencode/skills/jse-tju-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jse-tju-topic-selection", 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.
jse-tju-topic-selectionA skill your agent uses when selecting or sharpening a research topic for 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), especially when an idea mentions a system but has not yet…
Jse Tju Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when selecting or sharpening a research topic for 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), especially when an idea mentions a system but has not yet fixed its boundary, interacting actors or components, states, feedback, constraints, method increment, testable question, and system-level outcome.
Its SKILL.md is about 650 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
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.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Jse Tju Topic Selection loads about 651 tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 97 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.
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.
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 97 words, ~651 tokens.
.claude/skills/jse-tju-topic-selection/SKILL.md (or your agent's skills folder).当选题仍是“用某方法研究某行业”、系统边界可随意伸缩，或研究问题不能导出可验证主张时使用。
本刊近年内容横跨复杂网络、优化决策、博弈协同、预测、社会经济与工程应用，但共同要求是：
系统结构必须进入问题，而不是只出现在标题。期刊范围和近年内容画像分别见
official-source-map.md 与
source-basis.md。
先收集研究对象、决策者或观察者、时间与空间尺度、可获得数据/实验条件、候选方法和预期结论。 再要求作者用不超过五句话回答：
任何一项只能回答“视情况而定”，都应先缩小选题，不进入建模。
| 要素 | 合格写法 | 不合格信号 |
|---|---|---|
| 边界 | 明确纳入/排除的主体、过程、时间尺度 | “考虑整个系统”但没有排除项 |
| 层级 | 个体—网络—环境或设备—子系统—系统 | 只有变量列表，没有层级关系 |
| 状态与反馈 | 状态如何演化，决策如何反过来改变环境 | 静态相关关系被称为反馈 |
| 相互作用 | 边、博弈、资源竞争、耦合约束可操作化 | 多主体仅在背景中并列 |
| 方法增量 | 系统结构迫使模型、算法或识别改变 | 现成方法只更换数据集 |
| 可验证性 | 给出方向、阈值、性能或机制主张 | 目标仅是“丰富相关研究” |
画出“环境—系统—子系统/主体”三层图，注明输入、输出和不纳入的外生过程。边界不是越大越好； 它应恰好覆盖造成研究冲突的反馈回路。若外部政策只作为参数，就不要把整个政策系统写入标题。
把问题写成两个同时成立但相互冲突的目标，例如局部效率与网络韧性、短期响应与长期拥堵、 个体最优与系统福利、预测精度与干预成本。只有单一目标时，说明为何耦合约束仍产生系统问题。
使用“结构变化 → 主体响应 → 状态转移 → 系统结果”的链条。每个箭头都应对应模型关系、 识别假设或实验操作。若链条中间只能用口号连接，先补理论或缩短链条。
本刊候选题至少要有一类清晰增量；若只有应用增量，必须证明场景结构会改变模型或结论。
避免“如何提高效率”。改写为“在何种网络密度、信息延迟或容量区间，策略 A 相对 B 改善 系统级结果；改善通过哪个机制发生；在哪个边界失效”。
原题：“基于遗传算法的应急物资配送优化研究。”
重构后：“道路中断状态与救援需求滚动显现时，仓库—车辆—受灾点网络中的信息延迟如何改变 公平约束下的配送策略；提出滚动求解并比较不同中断强度下的响应时间、未满足需求与区域差异。”
系统边界：仓库、车队、受灾点、受损路网；不建模灾害生成过程
关键反馈：新需求/路况 → 重排路径 → 服务延迟 → 下一期优先级
方法增量：状态更新下的滚动模型与求解
验证：多网络规模 + 中断强度 + 真实/合成场景
失败边界：信息延迟过大或容量极低最大风险是删除“系统”二字和系统图后，研究仍是普通分类、回归、排程或算法调参。第二风险是 系统边界宏大，但证据只支持一个局部环节。选题阶段应主动做删除测试和证据范围测试。
【候选题名】
【研究主线】六条之一
【系统边界】纳入 / 排除
【主体与层级】
【状态—反馈—约束】
【系统级矛盾】
【机制链】
【方法增量 / 应用增量】
【三条可检验主张】
【验证资源】
【失败边界】
【最大拒稿风险】© 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
Just SKILL.md in Journal-of-Systems-Engineering-Skills/skills/jse-tju-topic-selection of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Jse Tju Topic Selection 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 Topic Selection this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~651 | Automated safety check: Pass | MIT | |
| Aer Topic Selectionbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | 1 repos | ~2k | Automated safety check: Pass | Custom licence | |
| Select Namethedaviddias/Front-End-Checklist | 74k | — | ~451 | Automated safety check: Pass | MIT | |
| Cte Topic Selectionbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~554 | Automated safety check: Pass | MIT | |
| Hlr Topic Selectionbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Finman Topic Selectionbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~2.1k | Automated safety check: Pass | MIT |
brycewang-stanford/Auto-Empirical-Research-Skills
A skill your agent uses when evaluating whether a research idea clears the AER top-5 bar, when routing between AER, AER:Insights, and the AEJ family, or when sharpening a fuzzy contribution sentence…
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing rendered HTML, interactive components, or design-system patterns related to Provide accessible names for select elements.
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when a 《财贸经济》 manuscript is at the topic-selection stage and the fit to fiscal / tax / finance / trade / consumption scope, the theoretical grounding, the…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when choosing or sharpening a topic for a Harvard Law Review (HLR) Article, Essay, or Book Review so it is timely, generalist-legible, and placeable in the student-edited…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when deciding whether a topic fits Financial Management (FM) and is worth aiming there — testing the question for general-interest finance relevance, topicality, and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when deciding whether a topic fits the Annals of the American Association of Geographers and which of its four areas to target.
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…
A skill your agent uses when selecting or sharpening a research topic for 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), especially when an idea mentions a system but has not yet…. Jse Tju Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when selecting or sharpening a research topic for 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), especially when an idea mentions a system but has not yet fixed its boundary, interacting actors or components, states, feedback, constraints, method increment, testable question, and system-level outcome.
Jse Tju Topic Selection fits situations like: sharpening a research topic for 《系统工程学报》 (Journal of Systems Engineering; tianjin University); especially when an idea mentions a system but has not yet fixed its boundary; interacting actors.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jse-tju-topic-selection -a claude-code`. Or copy the skill folder (Journal-of-Systems-Engineering-Skills/skills/jse-tju-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jse-tju-topic-selection in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jse-tju-topic-selection -a codex`. Or copy the skill folder (Journal-of-Systems-Engineering-Skills/skills/jse-tju-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jse-tju-topic-selection in your project. Codex loads it when a task matches its description.
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-topic-selection -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-topic-selection, .gemini/skills/jse-tju-topic-selection, .github/skills/jse-tju-topic-selection and .opencode/skills/jse-tju-topic-selection in your project.
SKILL.md names no scripts, command-line tools or credentials: Jse Tju Topic Selection is instructions for the agent only.
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.
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.
Jse Tju Topic Selection is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 651 tokens (SKILL.md is roughly 2.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Jse Tju Topic Selection: Aer Topic Selection (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Select Name (thedaviddias/Front-End-Checklist, 74k stars), Cte Topic Selection (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Hlr Topic Selection (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
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.
