live-replay-clip-title-pack

live-replay-clip-title-pack Business Diagnosis Assistant

Overview

The Business Diagnosis Assistant is used to answer "how should this be done," content operations, new media, and topic selection. It is suitable for operations, marketing, content media, and e-commerce to invoke after clarifying business goals, content materials, or analysis targets. It will combine inputs such as livestream replay clip content, pasted livestream transcripts, clip summaries, product introductions, interactive Q&A, or highlight timestamps, organize key context, and output summaries, diagnostic conclusions, action recommendations, and reusable deliverables for continued execution, review, or delivery.

When to Use

Applicable Scenarios

Users raise questions like "how should this be done" and need to quickly break down goals, identify priorities, and form executable results
Operations, marketing, content media, and e-commerce need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the Business Diagnosis Assistant
Users have already prepared livestream replay clip content (pasted livestream transcripts, clip summaries, product introductions, interactive Q&A, or highlight timestamps), clip goals and constraints (supplement clip duration, title style, prohibited words, campaign benefits, and publishing time), and livestream replay links (fill in publicly accessible replay, clip, product page, or campaign page links), and hope to organize them into executable analysis or optimization results
Users need to turn materials related to the Business Diagnosis Assistant into clear conclusions, priorities, and next-step actions

How to Invoke

Call the AI Skills API directly through the exported Python runner:

Command Examples

Basic Invocation

python3 scripts/run.py --params '{}'

Invocation with Common Parameters

python3 scripts/run.py --params '{"replayText":"直播回放片段内容"}'

Parameter Description

Parameter	Type	Required	Default	Description
`replayText`	string	No	-	Paste livestream transcripts, clip summaries, product introductions, interactive Q&A, or highlight timestamps
`clipGoalNotes`	string	No	-	Supplement clip duration, title style, prohibited words, campaign benefits, and publishing time
`liveReplayLink`	string	No	-	Fill in publicly accessible replay, clip, product page, or campaign page links; a complete accessible URL is required
`replayClipFile`	string	No	-	Upload livestream transcripts, clip tables, product lists, data reviews, or highlight records
`titlePackFocus`	string	No	`爆款标题`	Select the direction that most needs priority handling in this livestream replay clip title pack; optional values:`爆款标题`、`封面文案`、`切片角度`、`风险表达`
`productAudienceContext`	string	No	-	Describe the product category, user pain points, platform, account positioning, conversion goals, and average order value

See the complete machine-readable parameter structure at references/form-schema.json。

Parameter Value Reference

This skill currently has no category parameters that require additional lookup tables.

Supported Input Formats

This skill currently accepts JSON parameters directly; if a parameter contains a link field, please pass a complete, accessible URL.

Example Request

The example parameters below can be passed directly to scripts/run.py, and the runner will send them to the AI Skills API.

python3 scripts/run.py --params '{"replayText":"直播回放片段内容"}'

Equivalent --params JSON：

{
  "replayText": "直播回放片段内容"
}

Example return result

{
  "success": true,
  "data": {
    "message": "示例结果请以技能真实返回结构为准。"
  },
  "meta": {
    "executionTime": 842,
    "cached": false
  }
}

Deliverables

Summary, diagnostic conclusions, action recommendations, and reusable deliverables: organize the core results around the user's goals that can be directly read, reviewed, or delivered.
Interpretation of input materials: combine the content of the livestream replay clips (paste livestream transcript, clip summary, product introduction, interactive Q&A, or highlight timestamps.), clip goals and constraints (add clip duration, title style, prohibited words, campaign benefits, and publishing time.), and livestream replay link (fill in publicly accessible replay, clip, product page, or campaign page links.) to extract key context and bases for judgment.
Next steps: provide priorities, execution suggestions, or a content framework that can continue to be refined.

Suggestions for using the results

First determine whether the output answers the user's core questions about the "Business Diagnostic Assistant".
Then check whether the results cover the summary, diagnostic conclusions, action recommendations, and reusable deliverables, and whether clear next steps are provided.
If there are few input materials, it is recommended to have the user supplement the goals, audience, constraints, or source materials before running.

Preparation before running

AISKILLS_BASE_URL: default https://ai-skills.ai
AISKILLS_API_KEY: required, used for authenticated calls
AISKILLS_TENANT_ID: default default