implement SKILL.md skillA

implement from suge8/friedbun is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add suge8/friedbun/implement@git:20261009.443953a

Pins git:20261009.443953a in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
suge8/friedbun
Path
skills/workflow/implement/SKILL.md
Versions recorded
2
Latest version
git:20261009.443953a, committed Oct 9, 2026
First version recorded
Oct 8, 2026
Size
1,184 bytes
Repository stars
12
License
MIT

实现一张工单或一项行为变更:先对齐验收标准,实现后逐条实测。.

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

实现一张工单或一项行为变更。

1. **认领**:按仓库 issue tracker 的约定认领;关闭由合并触发,不在本技能内手动关闭。
2. **验收标准**:把每条标准写成一条能实际执行的检查——"打开哪里、做什么、应看到什么",或"一条命令和期望输出"。工单给了用例就照用;标准有歧义先问。
3. **实现**:自由完成整个切片,不写单元或集成测试;工单给了用例或用户要求测试时,按 better-test 写成端到端测试。
4. **验证**:逐条执行验收检查;按项目现有入口跑受影响的测试、类型检查与构建;碰到只复述实现的旧测试按 better-test 删掉。
5. **提交**:带路径提交(带路径走临时索引,共享 checkout 上不会带上他人已暂存内容;遇 index.lock 稍候重试),不推送,结束回合。

结果附:每条验收标准的检查方法与本次结果、跑过的命令与退出码。审查反馈的修复回合同样验证、带路径提交、结束回合。

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add suge8/friedbun/implement@sha256:8270c0528af715ea

The line at the top of this page pins the label git:20261009.443953a, 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_iygtlmlskjvqjilq.svg)](https://markdownregistry.com/a/art_iygtlmlskjvqjilq)

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

Versions

The registry has recorded 2 versions of this file, between Oct 8, 2026 and Oct 9, 2026, more than one a day.

versioncommittedcommitsizeaudit
git:20261009.443953a latest2026-10-09 443953a 1,184 BA view · diff
git:20261008.3911d612026-10-08 3911d61 1,838 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 (1184 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

suge8/friedbun · 12 stars · license MIT · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_iygtlmlskjvqjilq
GET https://markdownregistry.com/api/v1/resolve?ref=suge8/friedbun/implement
GET https://markdownregistry.com/api/v1/blob/8270c0528af715eaf59e13946655c760527b8308f6f6b75a4dcbba8714988d40

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 suge8/friedbun

AGENTS.md@skills AGENTS.md file
suge8/friedbun · skills/AGENTS.md
git:20261011.f56249e · audit A · 12 stars
copywriting SKILL.md skill
suge8/friedbun · skills/creative/copywriting/SKILL.md · 撰写或优化以转化为目标的网站和产品文案:标题、Hero、CTA、价值主张、落地页、定价页、功能页和产品描述
git:20261008.80eac82 · audit A · 12 stars
gpt-image SKILL.md skill
suge8/friedbun · skills/creative/gpt-image/SKILL.md · 通过 gptimage 模型生成优美 AI 图片、海报、插图或 Logo
git:20261011.7f79f8f · audit A · 12 stars
post SKILL.md skill
suge8/friedbun · skills/creative/post/SKILL.md · 把实测数据或经验写成社媒帖:核数、按平台语言写文案、出数据图、排期发布并回查
git:20261008.9ccea24 · audit A · 12 stars
promo SKILL.md skill
suge8/friedbun · skills/creative/promo/SKILL.md · 制作项目宣传物料:Hero/OG/社媒图、商店截图、README 配图和演示 GIF/视频。根据项目现状产出到 design/promo/;应用 UI 用 ui-craft,单独 Logo 用 gpt-image。
git:20261008.662804f · audit A · 12 stars
video SKILL.md skill
suge8/friedbun · skills/creative/video/SKILL.md · 视频统一入口:把主题策划成运动优先的动画,用 Remotion 实现、配声音、检查并渲染成片,或通过 Grok/Seedance 直接生成带音轨 MP4
git:20261011.f56249e · audit A · 12 stars
architecture-audit SKILL.md skill
suge8/friedbun · skills/development/architecture-audit/SKILL.md · 架构体检:找出该合并加深的浅模块,用 eli5 图解呈现,再为选中的一项并行设计几种接口。
git:20261009.443953a · audit A · 12 stars
better-test SKILL.md skill
suge8/friedbun · skills/development/better-test/SKILL.md · 验证改动、写测试、审查或清理测试时使用:验证方法、什么测试值得留、端到端测试写法、DELETE/REWRITE/KEEP 判决。
git:20261009.443953a · audit A · 12 stars
eli5 SKILL.md skill
suge8/friedbun · skills/development/eli5/SKILL.md · 把话题讲到没读过代码的技术读者也能准确理解,默认 HTML 图解
git:20261008.a717a7c · audit A · 12 stars
fan-out SKILL.md skill
suge8/friedbun · skills/development/fan-out/SKILL.md · 调研、审计、设计探索拆给子代理并行的低中高三档;research、grilling、architecture-audit、better-test 按档引用,用户也可直接点档位。
git:20261008.3911d61 · audit A · 12 stars
pr SKILL.md skill
suge8/friedbun · skills/development/pr/SKILL.md · 写 PR 描述时使用。
git:20261008.3911d61 · audit A · 12 stars
project-setup SKILL.md skill
suge8/friedbun · skills/development/project-setup/SKILL.md · 项目体检:新项目开工、半途补缺、开源前检查或“这个项目缺什么”。盘点文档骨架、工单约定与验证链,报告缺口,确认后补齐。
git:20261008.b610344 · audit A · 12 stars

Every file in suge8/friedbun

Other files named implement

implement SKILL.md skill
vinvcn/mattpocock-skills-zh-cn · skills/engineering/implement/SKILL.md · 基于 spec 或 ticket 集合实现一段工作。
git:20260722.fb10cdb · audit A · 5,110 stars
implement SKILL.md skill
posit-dev/skills · posit-dev/implement/SKILL.md · Orchestrates implementation of a plan file by delegating work to subagents in parallel. Verifies git branch state…
v2.0 · audit A · 544 stars
implement SKILL.md skill
boshu2/agentops · packs/agentops-executor/agents/implementer/skills/implement/SKILL.md · Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check…
git:20260729.a635979 · audit A · 450 stars
implement SKILL.md skill
boshu2/agentops · plugin/skills/implement/SKILL.md · Change or repair code, config or services without weakening tests; report what ran and what did not. Use when…
git:20261011.a7732fd · audit A · 450 stars
implement SKILL.md skill
boshu2/agentops · packs/agentops-executor/agents/implementer-claude/skills/implement/SKILL.md · Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check…
git:20260729.a635979 · audit A · 450 stars
implement SKILL.md skill
boshu2/agentops · skills/implement/SKILL.md · Change or repair code, config or services without weakening tests; report what ran and what did not. Use when…
git:20261011.a7732fd · audit A · 450 stars
implement SKILL.md skill
tobihagemann/turbo · codex/skills/implement/SKILL.md · Load code-style and task-specific skills, make the change described by the current context, then run…
git:20261005.11266a2 · audit A · 414 stars
implement SKILL.md skill
tobihagemann/turbo · claude/skills/implement/SKILL.md · Load code-style and task-specific skills, make the change described by the current context, then run…
git:20261005.11266a2 · audit A · 414 stars

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