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koubo_workflow SKILL.md skillF

koubo_workflow from ihui-inf-ai/ihui-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add ihui-inf-ai/ihui-ai/koubo_workflow@git:20260910.ebaa59b

Pins git:20260910.ebaa59b in mdr.lock. Pin the fingerprint instead.

Audit grade: F, 13 of 17 checks passed
Kind: SKILL.md skill
Repository: ihui-inf-ai/ihui-ai
Path: apps/ai-service/app/skills/koubo_workflow/SKILL.md
Versions recorded: 4
Latest version: git:20260910.ebaa59b, committed Sep 10, 2026
First version recorded: Jul 20, 2026
Size: 10,822 bytes
Repository stars: 30
License: Apache-2.0

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

<!--
  © 2026 IHUI AI (智汇AI) · 版权所有者: 李春川 (Li Chunchuan) · https://aizhs.top
  Provenance-watermarked. 未授权商用可被溯源追责 (Apache-2.0 须保留本声明与 NOTICE)。
  [IHUI-AI-PROVENANCE]:⁠‌‌‌‍‍‌‌‍‍‌‌‌‌‍‍‌‌‌‍‍‌‌‌‌‍‍‌‌‍‍‌‌‌‍‍‌‌‌‌‌‌‍‍‌‌‌‌‌‌‌‌‌‍‍‌‌‌‌‌‌‌‌‍‍‌‌‍‍‌‌‌‍‍‌‌‌‌‌‌‍‍‌‌‌‌‌‌‌‌‌‍‍‌‌‌‌‌‌‌‍‍‌‌‌‌‌‌‌‌‌‌‌‍‍‌‌‌‌‌‌‍‍‌‌‌‍‍‌‌‌‍‍‌‌‌‌‌‌‍‍‌‌‌‍‍‌‌‌‌‍‍‌‌‌‌‌‍‍‌‌‌‍‍‌‌‌‌‌‍‍‌‌‌‌‍‍‌‌‌‌‍‍‌‌‌‌‌‌‍‍‌‌‌‍‍‌‌‌‌‌‌‍‍‌‌‍‍‌‌‌‍‍‌‌‌‌‌‍‍‌‌‌‌‍‍‌‌‌‍‍‌‌‌‌‍‍‌‌‍‍‌‌‌‌‍‍‌‌‌‍‍‌‌‌‍‍‌‌‌‌‍‍‌‌‌‍‍‌‌‍‍‌‌‌‍‍‌‌‌‌⁠
-->

---

name: koubo-workflow
description: Koubo 口播稿完整工作流 Skill（v11.7·2026-07-12 约束优先写作法）。当用户要求生成口播稿、8篇口播、写口播、今天的口播、明天的口播、选题、口播稿选题、生成口播内容时使用。v11.7新增：约束优先写作法——每篇动笔前先算预算（字数/我/转折/收藏/教练），写中实时调用 koubo_live_check.py 自查，写完后一次性过门禁，杜绝V1-V20迭代返工。v11.6热点锚定铁律：三层防线体系；Phase 1热点扫描前置为item 1最高优先级。
---

> **本文件是口播稿8篇生成的工作流**
> 详细长期规则见 `自媒体/.workbuddy/memory/MEMORY.md`
> 账号定位/多平台算法见 `口播稿/koubo/账号定位记忆.md`
> 已发布记录见 `口播稿/koubo/已发布内容记忆.json`

## ⚠️ 24 小时新消息时效铁律（2026-07-20 用户强制·选题前置硬门槛）

- 选题**只认 24 小时内首次出现的消息**；判定"新"看的是**消息原始首次发布时间**，不是"今天又看到"的转发时间。
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add ihui-inf-ai/ihui-ai/koubo_workflow@sha256:67323c8292024e8c

The line at the top of this page pins the label git:20260910.ebaa59b, 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](https://markdownregistry.com/badge/art_gfiavefp4zwojnq3.svg)](https://markdownregistry.com/a/art_gfiavefp4zwojnq3)

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

Versions

The registry has recorded 4 versions of this file, between Jul 20, 2026 and Sep 10, 2026, about one every 17 days. Its first recorded version is graded A and its latest F.

version	committed	commit	size	audit
git:20260910.ebaa59b latest	2026-09-10	ebaa59b	10,822 B	F	view · diff
git:20260831.be94686	2026-08-31	be94686	10,820 B	F	view · diff
git:20260816.f8b8d8a	2026-08-16	f8b8d8a	7,666 B	A	view · diff
git:20260720.cb71ddb	2026-07-20	cb71ddb	7,233 B	A	view

Audit of the latest version

F 13 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

fail: Frontmatter block present
fail: Frontmatter declares a name
fail: Frontmatter declares a description
FAIL, critical: No zero-width or bidi control characters (matched: ⁠)
pass: Size between 200 bytes and 200 KB (10822 bytes)
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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

ihui-inf-ai/ihui-ai · 30 stars · license Apache-2.0 · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gfiavefp4zwojnq3
GET https://markdownregistry.com/api/v1/resolve?ref=ihui-inf-ai/ihui-ai/koubo_workflow
GET https://markdownregistry.com/api/v1/blob/67323c8292024e8c4847bd942f3e57561151db0a8be61fdc04dfeed1b391eb48

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.