app-flow SKILL.md skillA

app-flow from wangjs-jacky/jacky-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add wangjs-jacky/jacky-skills/app-flow@git:20260830.48094ae

Pins git:20260830.48094ae in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
wangjs-jacky/jacky-skills
Path
labs/app-flow/app-flow/SKILL.md
Versions recorded
5
Latest version
git:20260830.48094ae, committed Aug 30, 2026
First version recorded
Jul 12, 2026
Size
13,504 bytes
Repository stars
15
License
MIT

把自然语言 App 需求、模块说明和参考截图一路推进到经验证的代码与当次授权交付;用于需要长时间自主开发、持续排障和跨上下文恢复的移动端或跨端 App 任务。它不固定技术栈、阶段或交付形式,也不会把无人值守理解为远端发布授权。.

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

# App Flow

这是一个薄的 App 驾驭层。它只守住目标、授权、能力发现、验证、恢复和停止;具体行动由当前需求、代码现场和可用能力决定。它自己不写代码、不做设计、不打包,而是每一步选出当前价值最高的能力去做。

## 不变量

- **不固定技术栈**:React Native、Expo、Flutter、原生或其他方案都由现场证据决定。
- **不固定阶段**:不预设 research、spec、design、build、release 等流水线;能力地图是候选池,不是顺序图。
- **不固定交付形式**:源码、原型、安装包、OTA、Release 或其他产物以用户当次目标为准。
- 长时间或无人值守只增加持续性,不扩大删除、付费、push、部署、Release 等外部副作用的用户授权。
- 同一上下文里的能力交接直接传递,不为了中转创建 Markdown;文件只用于真实产物、证据、持久化或工具边界。

## 启动

1. 从用户请求与仓库现场形成 goal、可核验 acceptance、已有 authority 和未知项。
2. 建立 execution envelope。优先使用用户或宿主给出的限制;都没有时默认最多 **4 小时**,并至少预留最后 **15 分钟**做验证、checkpoint 和交付说明。
3. 读取当前代码、测试和已有证据;没有本地 Memory 也必须能正常开始。跨上下文续接时先尝试恢复本任务已有的 checkpoint,恢复不到就从当前现场重建,不猜测旧状态。

## 授权信封(启动即问清,减少中途门禁)

外部副作用需要用户授权,但**不该在链路中途逐个打断用户**。启动时(或首次判明本 goal 大概率会触达外部动作时)用**一次**批量问清「授权信封」:

- 把本 goal 可能触达的外部动作一次性列全(如:建私有仓库并 push、本地打包、发私有/内测 Release、preview OTA)。
- **低风险、可逆、仅对自己/协作者可见**的动作(私有 push、本地构建打包、私有 Release/preview)可在这一次里**一次性预授权**,之后按信封连续执行、不再逐个确认。
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add wangjs-jacky/jacky-skills/app-flow@sha256:001004dae53844dc

The line at the top of this page pins the label git:20260830.48094ae, 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_xxek32erjoasmcjh.svg)](https://markdownregistry.com/a/art_xxek32erjoasmcjh)

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

Versions

The registry has recorded 5 versions of this file, between Jul 12, 2026 and Aug 30, 2026, about one every 12 days.

versioncommittedcommitsizeaudit
git:20260830.48094ae latest2026-08-30 48094ae 13,504 BA view · diff
git:20260730.a59c2a72026-07-30 a59c2a7 13,120 BA view · diff
git:20260714.4091d302026-07-14 4091d30 12,276 BA view · diff
git:20260712.310601d2026-07-12 310601d 10,515 BA view · diff
git:20260712.a80fab32026-07-12 a80fab3 6,172 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 (13504 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

wangjs-jacky/jacky-skills · 15 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_xxek32erjoasmcjh
GET https://markdownregistry.com/api/v1/resolve?ref=wangjs-jacky/jacky-skills/app-flow
GET https://markdownregistry.com/api/v1/blob/001004dae53844dc82f35dcf3a9898103b12bcf0bbe34ac3922071116fb7f50f

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 wangjs-jacky/jacky-skills

AGENTS.md AGENTS.md file
wangjs-jacky/jacky-skills · AGENTS.md
git:20260711.ccfb5ec · audit B · 15 stars
CLAUDE.md CLAUDE.md file
wangjs-jacky/jacky-skills · CLAUDE.md
git:20261015.c21ad69 · audit A · 15 stars
agent-pipeline-benchmark SKILL.md skill
wangjs-jacky/jacky-skills · archived/agent-pipeline-benchmark/SKILL.md · Benchmark Evaluator:运行测试、评估质量、生成评分报告。由 agent-pipeline 编排器调用,也可通过 /agent-pipeline-benchmark 独立触发。
git:20260711.0fcbb55 · audit A · 15 stars
agent-pipeline-generate SKILL.md skill
wangjs-jacky/jacky-skills · archived/agent-pipeline-generate/SKILL.md · Generator Agent:基于计划实现代码,遵循 TDD 红→绿流程。由 agent-pipeline 编排器调用,也可通过 /agent-pipeline-generate 独立触发。
git:20260405.06b2dd2 · audit A · 15 stars
agent-pipeline-plan SKILL.md skill
wangjs-jacky/jacky-skills · archived/agent-pipeline-plan/SKILL.md · Plan Agent:调研代码库 + 生成实施计划和验收标准。由 agent-pipeline 编排器调用,也可通过 /agent-pipeline-plan 独立触发。
git:20260405.06b2dd2 · audit A · 15 stars
agent-pipeline SKILL.md skill
wangjs-jacky/jacky-skills · archived/agent-pipeline/SKILL.md · 三 Agent 流水线编排器。协调 Plan → Generate → Score 三个子 Agent 的执行、状态管理和质量循环。触发于 /agent-pipeline 或"流水线"、"三Agent"。
git:20260711.0fcbb55 · audit A · 15 stars
long-running-agent SKILL.md skill
wangjs-jacky/jacky-skills · archived/long-running-agent/SKILL.md · Use when starting a new session for a cross-session development project, or when the project uses Memory Bank structure…
git:20260405.06b2dd2 · audit A · 15 stars
multi-agent SKILL.md skill
wangjs-jacky/jacky-skills · archived/multi-agent/SKILL.md · 多 Agent 协作,并行调用多个 AI 模型并合并最佳结果。适用于需要高质量答案、代码审查、风险对冲的场景。
git:20260405.06b2dd2 · audit A · 15 stars
tw-benchmark SKILL.md skill
wangjs-jacky/jacky-skills · archived/tw-benchmark/SKILL.md · 基准评测 Agent。对 Generator 产出的代码进行多维评估:测试通过率、TypeScript 检查、代码质量。由 /tw-benchmark 或 task-workflow 编排器触发。
git:20260711.0fcbb55 · audit A · 15 stars
tw-generator SKILL.md skill
wangjs-jacky/jacky-skills · archived/tw-generator/SKILL.md · 代码生成 Agent。根据 PLAN.md 逐任务执行代码修改。由 /tw-generator 或 task-workflow 编排器触发。
git:20260711.0fcbb55 · audit A · 15 stars
tw-planner SKILL.md skill
wangjs-jacky/jacky-skills · archived/tw-planner/SKILL.md · 任务规划 Agent。调研代码库、分析需求、生成执行计划。由 /tw-planner 或 task-workflow 编排器触发。
git:20260711.0fcbb55 · audit A · 15 stars
CLAUDE.md@harness CLAUDE.md file
wangjs-jacky/jacky-skills · harness/CLAUDE.md
git:20261015.c21ad69 · audit A · 15 stars

Every file in wangjs-jacky/jacky-skills

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