lov-atom-operations SKILL.md skillA

lov-atom-operations from lovstudio/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add lovstudio/skills/lov-atom-operations@v0.1.1

Pins v0.1.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
lovstudio/skills
Path
skills/atom-feature-dev/skills/operations/SKILL.md
Versions recorded
1
Latest version
v0.1.1, committed Sep 25, 2026
Size
2,801 bytes
Repository stars
72
License
MIT

为原子功能补齐适用的文档、测试、SEO、GEO、用户系统、支付、分析与支持闭环,并对不适用项记录理由。触发:“把 feature 做到可运营”或 “complete atom feature operations”。.

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

# 功能运营 · Feature Operations

把实现完成的 atom 变成可理解、可验证、可发现、可授权、可售卖和可维护的功能。每一项先
做适用性判断,不用“全都有”制造空集成。

## Triggers

### Activate when

- “把这个 feature 的文档、测试、SEO、GEO、用户和支付一起补齐。”
- “检查哪些运营能力适用,哪些应该明确不做。”
- “Build and complete atom feature operations with evidence.”

### Do not activate when

- 只需外部发布、商店提交或修改共享权限;需要独立授权和发布能力。

## Authorship Integrity

公开文档与发现内容属于 authored prose。写作前读取
`references/authorship-integrity.md`,只使用已验证的能力、限制、案例和结果;不虚构用户、
指标、排名、收入、评价或第一手经历。

## Workflow (MANDATORY)

1. 读取 manifest、contract、真实实现和验证证据,建立可公开事实账本。
2. Docs 默认适用:写 quickstart、参数、示例、错误、迁移、隐私和 surface 差异。
3. Tests 默认适用:unit、contract、integration、E2E 和跨 surface vector 按风险选择。
4. SEO/GEO 仅用于公开页面或文档:唯一 URL、metadata、结构化数据、可引用答案和真实证据。
5. Auth 仅在身份、权限、同步或配额需要时接入;秘密留在后端,权限在服务边界验证。
6. Payment 仅在真实售卖、订阅或计量存在时接入;价格、扣费、退款与 entitlement 可回读。
7. Analytics 只记录完成任务所需的最小事件;定义漏斗、失败原因、成本和隐私边界。
8. 每项写入 artifact、状态和 evidence;不适用项写理由,发布状态由对应渠道回读。

## Output Contract

返回 Operations 矩阵、完成的制品与验证、公开内容事实来源和剩余阻塞。文档生成或 API 成功
不能替代线上可发现、真实登录、真实扣费或渠道上线证据。

## Dependencies

目标项目现有文档、测试、Auth、支付与分析设施;不强制指定供应商。

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lovstudio/skills/lov-atom-operations@sha256:7d8a587df1498dd2

The line at the top of this page pins the label v0.1.1, 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_3e7bpodiwyd4m3vk.svg)](https://markdownregistry.com/a/art_3e7bpodiwyd4m3vk)

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

Versions

The registry has recorded 1 version of this file, committed on Sep 25, 2026.

versioncommittedcommitsizeaudit
v0.1.1 latest2026-09-25 4b67fd1 2,801 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 (2801 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

lovstudio/skills · 72 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3e7bpodiwyd4m3vk
GET https://markdownregistry.com/api/v1/resolve?ref=lovstudio/skills/lov-atom-operations
GET https://markdownregistry.com/api/v1/blob/7d8a587df1498dd251eb85e7e37d0009c906ec289d0ca2d8f177a736700586f6

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.

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