dev-code-backend SKILL.md skillA
dev-code-backend from fourteen1416/academic-agent-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fourteen1416/academic-agent-toolkit/dev-code-backend@git:20260923.2013b81Pins git:20260923.2013b81 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-backend/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260923.2013b81, committed Sep 23, 2026
- Size
- 10,624 bytes
- Repository stars
- 12
- License
- a license file GitHub does not identify
一句话生成项目·后端编码。按设计实现后端(FastAPI/Flask/Express)+数据库。Use when 后端编码/写后端.
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
# 一句话生成项目 · 后端编码 按系统设计实现**后端 + 数据库**，并与已完成的前端对接：**$ARGUMENTS** ## ⛔⛔⛔ 铁律：少读多写，绝不"读完再写"（最高优先级，先读这段） 这一步最容易犯的致命错误：**想把前端所有文件读全了再动手 → 上下文被撑爆 → 自动压缩 → 压缩后"忘了" → 又从头读 → 反复压缩、永远写不出代码（表现为"卡住不产出文件"）。** **必须这样做：** - ✅ **DESIGN.md 就是接口权威**（它已列全 API 路径/方法/字段），按它写即可，**不需要**为了"对齐前端"去通读前端源码。 - ✅ 确实要核对前端调用时，**只用 grep 抓关键行、绝不整文件 Read**。例如： ```bash # 抓前端所有 API 调用的路径/方法(只看这些行,不读整文件) grep -rn "request\.\(get\|post\|put\|delete\)\|axios\|/api/" code/frontend/src/api/ 2>/dev/null | head -60 ``` - ✅ **拿到 DESIGN.md + schema.sql 就立刻开始写**，写一个模块就用 heredoc 落一个文件，**写完就落盘、不囤在上下文里**。 - ❌ **禁止**：`Read` 整个前端 api 目录 / 逐个整文件读 request.js、project.js、paper.js…… / "先把所有文件读完形成完整理解再写"。 - ❌ 若已读了大量文件、上下文吃紧：**立刻停止读、马上开始写文件**，别再读。 ## 输入（按需读，别贪读） 1. **DESIGN.md**（必读，接口权威）— 技术架构/数据库设计/API 设计/目录结构。**这是唯一需要完整读的文件。** 2. **schema.sql** — 建表 SQL（不长，可读）。 3. **AGENTS.md** — 技术栈（后端框架 + 数据库），读参数段即可。 4. **REQUIREMENTS.md** — 接口/功能清单，可 grep 关键小节，不必逐字。 5. **前端接口对齐** — **只 grep** `code/frontend/src/api/` 抓路径/字段（见上方铁律），**不整文件读**。以 DESIGN.md 为准，grep 仅用于核对。 ## ⛔ 恢复场景 若 `code/backend/` 已有部分代码，在其基础上**续写补全，不要推倒重来**（先 `ls code/backend/` 看已有什么，不要整个重读）。 ## ⛔ 先看后端框架（读 AGENTS.md 的技术栈/目录约定段，按框架定入口和启动方式） …
Read the whole file at its exact version.
How to install
mdr add fourteen1416/academic-agent-toolkit/dev-code-backend@sha256:de940e3760b12256The line at the top of this page pins the label git:20260923.2013b81, 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.
[](https://markdownregistry.com/a/art_fnlqnnuicgg5bi7l)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 23, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (10624 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
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_fnlqnnuicgg5bi7l GET https://markdownregistry.com/api/v1/resolve?ref=fourteen1416/academic-agent-toolkit/dev-code-backend GET https://markdownregistry.com/api/v1/blob/de940e3760b122569c120e61d0e492b6afd501cd7cc8b36c591d136b7e778974
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.