code-taste SKILL.md skillA
code-taste from compforge/devloop is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add compforge/devloop/code-taste@git:20261030.b0ab227Pins git:20261030.b0ab227 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- compforge/devloop
- Path
code-taste/skills/code-taste/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261030.b0ab227, committed Oct 30, 2026
- First version recorded
- Aug 17, 2026
- Size
- 9,000 bytes
- Repository stars
- 4
- License
- none declared
Use when writing, modifying, refactoring, or reviewing software code; designing models, module boundaries, interfaces, or names; or writing README, AGENTS.md, design documents, and technical blog posts. Includes Go, Python, and TypeScript conventions. Skip read-only debugging, triage, call-path inspection, and operational execution; apply when the task moves into code changes.
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
# Code Taste 个人代码品味：从项目的业务架构、系统架构和应用架构理解问题，判断缺了什么，再安排改动。重点约束**判断力**而不是语法风格。 ## 先建立全局视角，再决定改动落点 根据问题范围，选用三个互补的视角。以下是本 skill 的工作定义： - **业务架构：核心概念 + 关系 + 串起概念的主流程。**判断当前问题是已有模型下的实现细节，还是暴露了概念缺失、职责混淆或流程缺口。 - **系统架构（System Architecture）：应用、服务与外部依赖的边界和协作。**判断职责与数据由谁拥有、通信契约是否充分、一致性与失败恢复由谁负责。具体见 [跨服务的职责与协作](references/modularity.md#跨服务的职责与协作)。 - **应用架构（Application Architecture）：单个应用或服务内部的模块、分层、接口与依赖。**结合入口、Service / Biz、Repository、DAO / Infra 等现有布局与 CQRS 的 Command / Query 职责，判断哪一层的契约或能力不足、哪些职责放错了位置。具体见 [按职责分派改动](references/modularity.md#按职责分派改动)。 从原始需求出发，用 [绿地视角](references/evolution.md#绿地视角) 检验现有抽象；已有方法和调用关系是现状证据，不直接限定方案边界。再将必要调整落到现有布局，不仅根据报错文件或性能热点决定修复位置。 三个视角用于定位问题，下面的 T0 / T1 / T2 用于控制分析深度。局部改动只需理解相关概念、流程与职责；配置值、格式等机械改动可以直接处理，不要求每次重画架构或输出设计报告。 ## 适用范围 **用本 skill**：编写新代码 / 涉及结构判断的补丁 / 重构；做方案设计、模块拆分、接口设计；review 代码、评估坏味道、判断是否该抽象；定期回看近期 merged MR / 提交序列，识别补丁背后反复缺失的概念（自底向上迭代，沉淀进 `references/examples/`，一案例一文件）。 **先别来本 skill**： - 核心是“为什么坏了 / 哪里报错 / 线上现象怎么定位” → 使用项目对应的 debugging / trace 能力，证据不足时不要先下结构结论。 - 核心是“要不要新增功能、功能怎么设计”且需求还没稳 → 先澄清原始需求和约束。 - 已有明确设计 / 计划 → 本 skill 只检查复杂度和边界，不替代执行型 skill。 ## 按语义变化控制设计深度 …
Read the whole file at its exact version.
How to install
mdr add compforge/devloop/code-taste@sha256:189ba6463bdbd7ccThe line at the top of this page pins the label git:20261030.b0ab227, 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_6gpbdrcpv3yiclxf)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Aug 17, 2026 and Oct 30, 2026, about one every 15 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261030.b0ab227 latest | 2026-10-30 | b0ab227 | 9,000 B | A | view · diff |
| git:20261030.6c586f2 | 2026-10-30 | 6c586f2 | 8,965 B | A | view · diff |
| git:20261030.b8bb77f | 2026-10-30 | b8bb77f | 8,419 B | A | view · diff |
| git:20261029.7d9fb8d | 2026-10-29 | 7d9fb8d | 8,905 B | A | view · diff |
| git:20261022.bede28c | 2026-10-22 | bede28c | 11,528 B | A | view · diff |
| git:20260817.f4f9dbe | 2026-08-17 | f4f9dbe | 8,099 B | A | view |
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 (9000 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
compforge/devloop · 4 stars · license none declared · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6gpbdrcpv3yiclxf GET https://markdownregistry.com/api/v1/resolve?ref=compforge/devloop/code-taste GET https://markdownregistry.com/api/v1/blob/189ba6463bdbd7cccc65488ba03c444c94e57e79646782fd8cb43849b0aaf175
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.