dev-code SKILL.md skillA

dev-code from fourteen1416/academic-agent-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add fourteen1416/academic-agent-toolkit/dev-code@git:20260927.efd5131

Pins git:20260927.efd5131 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
fourteen1416/academic-agent-toolkit
Path
academic-toolkit/skills/dev-code/SKILL.md
Versions recorded
2
Latest version
git:20260927.efd5131, committed Sep 27, 2026
First version recorded
Sep 23, 2026
Size
4,241 bytes
Repository stars
12
License
a license file GitHub does not identify

一句话生成项目·编码实现。按设计文档写真实可运行的代码(全栈/纯前端/CLI/脚本)。Use when user says 编码实现/写代码.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# 编码实现

按系统设计实现真实可运行的代码:**$ARGUMENTS**

## ⛔ 先确认项目类型

**读 AGENTS.md 的 `project_type` 决定实现方式**(fullstack / frontend / cli / script)。不同类型目录结构和技术栈不同,按 DESIGN.md 的"目录结构"实现。

## ⛔⛔⛔ 任务规模警示

这是**完整的软件项目**,不是玩具。要按 DESIGN.md 把代码全部实现成**能真正跑起来**的,代码量大,别写一半就退出。end_turn 前自问:主入口写了吗?能跑吗?RUN.md 写了怎么启动吗?任何"否"→继续干。

## 输入

1. **DESIGN.md**(必须存在)— 架构/目录结构/技术选型。严格按它实现。
2. **REQUIREMENTS.md** — 功能清单,逐条实现"必做"项。
3. **schema.sql** — 全栈项目的建表 SQL(仅全栈有)。
4. **AGENTS.md** — project_type + 技术栈参数。

## 各类型目录约定(按 project_type)

- **fullstack**:`code/frontend/`(前端+package.json)+ `code/backend/`(入口 `code/backend/main.py`、requirements.txt、database.py)+ `code/README.md` + `RUN.md`
- **frontend**:`code/`(前端项目,入口 index.html 或框架入口 + package.json)+ `code/README.md` + `RUN.md`
- **cli**:`code/`(源码,主入口如 `code/main.py`/`code/cli.py`、requirements.txt)+ `code/README.md` + `RUN.md`
- **script**:`code/`(源码,主脚本如 `code/main.py`)+ `code/README.md` + `RUN.md`

`RUN.md`(工作区根):写清怎么装依赖、怎么启动/运行。

## ⛔ 前端审美铁律(fullstack / frontend 类型必读)

前端**必须使用 daisyUI 组件库**,不手写零散 CSS:
- 按需读参考:`cat references/daisyui_ref.md`(本 skill 自带)获取组件 class 和主题。
- 用 daisyUI 语义组件:`btn` `card` `navbar` `input` `table` `alert` `modal` `menu` 等。
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add fourteen1416/academic-agent-toolkit/dev-code@sha256:f3e8450d030812fe

The line at the top of this page pins the label git:20260927.efd5131, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_duhvmp3qpf5vx5dl.svg)](https://markdownregistry.com/a/art_duhvmp3qpf5vx5dl)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Sep 23, 2026 and Sep 27, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20260927.efd5131 latest2026-09-27 efd5131 4,241 BA view · diff
git:20260923.2013b812026-09-23 2013b81 6,102 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4241 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

fourteen1416/academic-agent-toolkit · 12 stars · license a license file GitHub does not identify · pushed 2026-10-27 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_duhvmp3qpf5vx5dl
GET https://markdownregistry.com/api/v1/resolve?ref=fourteen1416/academic-agent-toolkit/dev-code
GET https://markdownregistry.com/api/v1/blob/f3e8450d030812feecaccf9e9026991b03b402eb6a442676720e25e2727cf9de

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from fourteen1416/academic-agent-toolkit

AGENTS.md AGENTS.md file
fourteen1416/academic-agent-toolkit · AGENTS.md
git:20261024.6925a98 · audit A · 12 stars
AGENTS.md@academic-toolkit AGENTS.md file
fourteen1416/academic-agent-toolkit · academic-toolkit/AGENTS.md
git:20261023.0a9dfaa · audit A · 12 stars
ablation-planner SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/ablation-planner/SKILL.md · Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed to answer…
git:20260927.a059f3a · audit A · 12 stars
agent-bootstrap SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/agent-bootstrap/SKILL.md · 任意智能体自举驱动本academic-toolkit:读协议、探测能力、选择路由或启动工作流。触发词:启动项目、如何驱动、bootstrap、自举、宿主无关接入、agent 开始工作。
git:20260927.efd5131 · audit A · 12 stars
agent-figure-gallery SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/agent-figure-gallery/SKILL.md · Query the AgentFigureGallery visual reference KB, show candidates for human preference selection, and export selected…
git:20260927.a059f3a · audit A · 12 stars
analyze-results SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/analyze-results/SKILL.md · Analyze ML experiment results, compute statistics, generate comparison tables and insights. Use when user says "analyze…
git:20260923.2013b81 · audit A · 12 stars
anti-ai-detection SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/anti-ai-detection/SKILL.md · 中文学术文本 AI 特征检测:八维度加八项统计特征分析、AI 味改写建议、改写质量检查,并生成国赛 AI 使用声明。触发词:反AI检测、AI味、去AI化、AI 生成特征、AI 使用声明。
git:20260923.f7822e6 · audit A · 12 stars
anti-defensive-writing SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/anti-defensive-writing/SKILL.md · 删减防御性写作:去掉不必要的免责声明、模糊限定、道歉式表述、自我贬低与过度解释,同时保留必要的范围/准确性/安全/法律/伦理/方法学限定。触发词:更简洁、更有力、更直接、更自信、少限定、少免责、别啰嗦、不要过度解释、改掉…
git:20260927.efd5131 · audit A · 12 stars
arxiv-metadata SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/arxiv-metadata/SKILL.md · Fetch structured metadata for an arXiv paper. Use when you have an arXiv ID or URL and need title, authors, date, or…
git:20260927.a059f3a · audit A · 12 stars
arxiv-submission-package SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/arxiv-submission-package/SKILL.md · Prepare an arXiv submission package from a LaTeX paper. Cleans the source, builds a tarball, and extracts metadata for…
git:20260927.a059f3a · audit A · 12 stars
arxiv SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/arxiv/SKILL.md · Search, download, and summarize academic papers from arXiv. Use when user says ”search arxiv”, ”download paper”, or…
git:20260927.a059f3a · audit A · 12 stars
assets-inventory SKILL.md skill
fourteen1416/academic-agent-toolkit · academic-toolkit/skills/assets-inventory/SKILL.md · 扫描用户上传的资产(题目/代码/数据/图/结果),输出资产清单 ASSETS_INVENTORY.md 与一致性冲突报告 ASSETS_CONFLICTS.md,供后续步骤决定哪些资产已有、哪些需要补全。
git:20260923.2013b81 · audit A · 12 stars

Every file in fourteen1416/academic-agent-toolkit

Browse by kind, by grade A, or by owner.