Design Audit Against Rams' Principles
thedotmack/claude-mem
Audits a design against Dieter Rams' ten principles of good design, scores each with evidence, and hands off a make-plan prompt for a new, refined or redesigned outcome.
Agent skill
Jse Tju Theory Analysis
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when designing or auditing propositions, theorems, corollaries, comparative statics, equilibria, stability results, proofs, counterexamples, boundary conditions, and…
MITAuto-check passed
Install Jse Tju Theory Analysis
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jse-tju-theory-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jse-tju-theory-analysis --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-theory-analysis .claude/skills/jse-tju-theory-analysis && 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-theory-analysis" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-theory-analysis into .claude/skills/jse-tju-theory-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jse-tju-theory-analysis", 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-theory-analysisType 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-theory-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jse-tju-theory-analysis --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-theory-analysis .agents/skills/jse-tju-theory-analysis && 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-theory-analysis" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-theory-analysis into .agents/skills/jse-tju-theory-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jse-tju-theory-analysis", 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-theory-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jse-tju-theory-analysis --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-theory-analysis .cursor/skills/jse-tju-theory-analysis && 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-theory-analysis" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-theory-analysis into .cursor/skills/jse-tju-theory-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jse-tju-theory-analysis", 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-theory-analysis--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-theory-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jse-tju-theory-analysis --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-theory-analysis .gemini/skills/jse-tju-theory-analysis && 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-theory-analysis" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-theory-analysis into .gemini/skills/jse-tju-theory-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jse-tju-theory-analysis", 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-theory-analysisInstalls 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-theory-analysis -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-theory-analysis .github/skills/jse-tju-theory-analysis && 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-theory-analysis" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-theory-analysis into .github/skills/jse-tju-theory-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jse-tju-theory-analysis", 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-theory-analysis -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-theory-analysis --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-theory-analysis .opencode/skills/jse-tju-theory-analysis && 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-theory-analysis" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Systems-Engineering-Skills/skills/jse-tju-theory-analysis into .opencode/skills/jse-tju-theory-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jse-tju-theory-analysis", 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-theory-analysis- GitHub stars
- 1.2k
- Token cost
- ~612 tokens
- SKILL.md length
- 89 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when designing or auditing propositions, theorems, corollaries, comparative statics, equilibria, stability results, proofs, counterexamples, boundary conditions, and…
- Works in 6 steps: 建立“问题—结果—证据”图 → 精确陈述 → 设计证明路线 → …
- Auditing propositions
- SKILL.md covers 触发时机, 输入诊断, 结果层级 and 处理步骤, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jse Tju Theory Analysis is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when designing or auditing propositions, theorems, corollaries, comparative statics, equilibria, stability results, proofs, counterexamples, boundary conditions, and applicability claims for 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), so that formal results explain a system mechanism rather than treating the presence of formulas as a theoretical contribution.
Its SKILL.md is about 610 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.
When your agent uses it
- Auditing propositions
- Comparative statics
- Stability results
- Counterexamples
Example prompts
- “/jse-tju-theory-analysis”
Workflow steps
6 steps, taken from the step headings in SKILL.md.
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 Theory Analysis loads about 612 tokens when it runs. Until then it costs about 102 tokens; SKILL.md has 89 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). 89 words, ~612 tokens.
Download SKILL.mdSave it as
.claude/skills/jse-tju-theory-analysis/SKILL.md (or your agent's skills folder).- name
- jse-tju-theory-analysis
- description
- Use when designing or auditing propositions, theorems, corollaries, comparative statics, equilibria, stability results, proofs, counterexamples, boundary conditions, and applicability claims for 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), so that formal results explain a system mechanism rather than treating the presence of formulas as a theoretical contribution.
《系统工程学报》理论分析（jse-tju-theory-analysis）
触发时机
当模型已闭合，需要决定应证明什么、条件和结论是否对应、理论结果如何解释系统机制时使用。
“有公式”不等于理论贡献；本 skill 要求每项形式结果改变对系统边界、互动、反馈或决策规律的理解。
若变量和信息结构仍不完整，先回到 jse-tju-system-modeling。
输入诊断
收集模型、假设、均衡/最优解定义、候选命题、证明草稿和数值发现。对每个结果先问：
- 它回答哪条研究问题？
- 哪些条件是充分、必要或仅为证明便利？
- 结论是存在、唯一、方向、阈值、稳定、效率还是边界？
- 该结论相对基准文献新增什么？
- 用什么反例或数值情景检验适用范围？
若结论只是“目标函数在最优点更优”，删除；若只是算法输出描述，转 algorithm-computation。
结果层级
| 层级 | 典型交付 | 系统工程价值 |
|---|---|---|
| 可行性 | 解/均衡存在、约束可满足 | 系统设计是否可能 |
| 结构性 | 单调、凸性、分解、阈值 | 解释系统结构如何简化决策 |
| 互动性 | 最优反应、均衡、外部性、福利 | 揭示多主体冲突与协同 |
| 动态性 | 稳定性、收敛域、级联条件 | 解释反馈与长期状态 |
| 比较静态 | 参数变化的方向与区间 | 形成可操作决策规则 |
| 边界性 | 反例、非唯一、失稳、不可行 | 明确理论不适用位置 |
一篇稿件无需覆盖所有层级，但主定理与系统主张必须同层。
处理步骤
1. 建立“问题—结果—证据”图
每个研究问题只连接必要结果，每个结果连接完整证明或明确计算证据。避免大量引理与主问题无关。 引理应为主定理服务；推论应真正由条件特化获得，而不是换一种语言重复命题。
2. 精确陈述
命题前列出模型、参数域、正则条件和比较对象。结论注明量词、方向、严格/非严格、不等式区间和 例外点。不要在证明中临时增加正文未给的条件。
3. 设计证明路线
先写证明骨架：关键变换、采用的定理及条件核验、分情况节点、边界处理和结论闭合。正文可给 机制和关键步骤，长代数放附录，但不可用“容易证明”隐藏关键跳步。
4. 连接系统机制
每个主结果后解释：哪个系统结构造成该性质；删除该结构是否仍成立；结果如何改变控制、配置、 协同或风险判断。解释必须受定理条件约束，不将局部结果外推为普遍规律。
5. 做比较静态和稳定性
先确定可比较参数的现实含义与单位，再选择解析导数、格序、隐函数、数值扫描或局部稳定方法。 方向不全局单调时，报告阈值和分区；多均衡时说明选择机制；动态系统区分局部与全局稳定。
6. 寻找反例与边界
主动搜索零交互、极端容量、完全/无信息、高低网络密度、参数等值和初值边界。一个有效反例能 暴露缺失条件，不能把反例悄悄排除。理论不成立处应转化为限制或后续验证情景。
命题审计卡
结果编号：
系统问题：
前提条件（逐项）：
结论与量词：
相对基准的新信息：
证明骨架：
关键系统机制：
反例 / 失败边界：
数值或数据验证接口：
可操作含义（限定在条件内）：微型示例
弱结果：“信息共享提高系统绩效。”这既无条件，也无比较基准。
合格方向：“当共享精度高于阈值且恢复容量处于给定区间时，分散主体的共享均衡降低期望系统损失； 容量过低时共享诱发同步响应，结论反转。”证明需要给均衡存在、阈值推导和反转条件，数值实验再 展示不同网络结构下阈值如何移动。
反模式
- 用公式数量、求导长度或附录页数代替理论新意。
- 定理条件散落在证明中，正文结论无条件化。
- 仅证明算法收敛，就声称解释系统行为。
- 只报局部稳定，却写成全局稳定。
- 比较静态只选一组参数画图，没有解析或范围依据。
- 不报告与直觉相反的边界情形。
期刊专属拒稿风险
本刊允许理论研究，但结果需服务系统机制或系统设计。若模型专属性弱、命题是标准凸优化或经典
博弈结论的直接复述，即使证明正确也可能缺乏期刊匹配。近年内容画像只是定位证据，不代表编辑部
规定；动态事实应回查 official-source-map.md。
输出格式
【研究问题—结果映射】
【定义与均衡/解概念】
【主命题 / 定理 / 推论】
【条件—结论对应表】
【证明骨架与附录分配】
【比较静态 / 稳定性】
【反例与适用边界】
【系统机制解释】
【验证接口】
【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
Files
Just SKILL.md in Journal-of-Systems-Engineering-Skills/skills/jse-tju-theory-analysis of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jse Tju Theory Analysis 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 Theory Analysis this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~612 | Automated safety check: Pass | MIT | |
| Design Audit Against Rams' Principlesthedotmack/claude-mem | 99k | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | |
| OpenClaw Design Auditopenclaw/clawhub | 9.5k | — | ~498 | Automated safety check: Pass | MIT | |
| Design Systemaffaan-m/ECC | 276k | — | ~698 | Automated safety check: Pass | MIT | |
| Design Guidepaperclipai/paperclip | 100k | 1 repos | ~3.1k | Automated safety check: Pass | MIT | |
| Product Design Workflow BundleXiaomiMiMo/MiMo-Code | 14k | — | ~721 | Automated safety check: Pass | MIT |
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Questions about Jse Tju Theory Analysis
What does Jse Tju Theory Analysis do?
A skill your agent uses when designing or auditing propositions, theorems, corollaries, comparative statics, equilibria, stability results, proofs, counterexamples, boundary conditions, and…. Jse Tju Theory Analysis is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when designing or auditing propositions, theorems, corollaries, comparative statics, equilibria, stability results, proofs, counterexamples, boundary conditions, and applicability claims for 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), so that formal results explain a system mechanism rather than treating the presence of formulas as a theoretical contribution.
When should I use Jse Tju Theory Analysis?
Jse Tju Theory Analysis fits situations like: auditing propositions; comparative statics; stability results; counterexamples.
How do I install Jse Tju Theory Analysis in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jse-tju-theory-analysis -a claude-code`. Or copy the skill folder (Journal-of-Systems-Engineering-Skills/skills/jse-tju-theory-analysis in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jse-tju-theory-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Jse Tju Theory Analysis in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jse-tju-theory-analysis -a codex`. Or copy the skill folder (Journal-of-Systems-Engineering-Skills/skills/jse-tju-theory-analysis in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jse-tju-theory-analysis in your project. Codex loads it when a task matches its description.
Can I use Jse Tju Theory Analysis 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-theory-analysis -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-theory-analysis, .gemini/skills/jse-tju-theory-analysis, .github/skills/jse-tju-theory-analysis and .opencode/skills/jse-tju-theory-analysis in your project.
What does Jse Tju Theory Analysis need to run?
SKILL.md names no scripts, command-line tools or credentials: Jse Tju Theory Analysis is instructions for the agent only.
Does Jse Tju Theory Analysis 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 Theory Analysis 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 Theory Analysis use?
Jse Tju Theory Analysis 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 Theory Analysis use?
About 612 tokens (SKILL.md is roughly 2.4k 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 Theory Analysis?
Skills that share tags, products or a category with Jse Tju Theory Analysis: Design Audit Against Rams' Principles (thedotmack/claude-mem, 99k stars), OpenClaw Design Audit (openclaw/clawhub, 9.5k stars), Design System (affaan-m/ECC, 276k stars) and Design Guide (paperclipai/paperclip, 100k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jse Tju Theory Analysis?
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.