Benchmark Topic Radar Skill

A lightweight open Skill for turning your own content archive and reference creator samples into a focused next-topic list.

中文一句话：把自己的内容资产和参考账号样本，提炼成下一轮能发布的选题清单。

Search Keywords

English keywords:

topic radar, creator topic planner, benchmark account analysis, reference creator analysis, content idea workflow, social media content planning, Xiaohongshu topics, RedNote content ideas, creator workflow, content calendar, AI skill for creators.

中文关键词：

创作者选题雷达, 小红书选题, 对标账号分析, 参考账号分析, 内容选题工具, 内容规划, 自媒体选题, 账号内容规划, 选题优先级, 创作者工具, AI 工作流, 公开 Skill.

Why This Exists

When creators compare their own content with reference accounts, the hard part is not collecting inspiration. The hard part is deciding:

• which ideas fit my account mainline
• which reference samples are only signals
• which ideas are worth publishing next
• which ideas should be ignored for now
• what concrete next action should happen after the topic list

This Skill helps an Agent turn content A plus reference sample B into a topic radar that keeps the creator's own direction at the center.

What It Can Do

• read a creator's own content archive or topic notes
• read user-provided reference samples
• identify content mainline and gaps
• generate 10-20 topic candidates
• select 3-5 priority topics
• explain which topics come from owned assets and which come from reference signals
• mark topics that are not suitable now
• suggest the next action: write title, gather example, make cover, outline post, or review old content

Who It Is For

This Skill is useful for:

• Xiaohongshu / RedNote creators planning the next week of content
• newsletter writers comparing their archive with market signals
• indie builders looking for Build in Public topics
• educators or consultants turning past materials into public topics
• social media operators who want a repeatable topic planning workflow

Best Inputs

You can provide:

• your own past content: titles, summaries, links, dates, performance notes
• reference creator samples: links, titles, screenshots, summaries, or notes
• current account goal
• target platform
• time range: next 5 days, next week, next month
• audience or positioning
• topics you want to avoid

The Skill works best when your own content is included. If only reference samples are provided, it should say that the output is a first-pass topic pool, not an account-fit plan.

Output Contract

Default output:

1. Planning scope
2. Owned-content signal summary
3. Reference signal summary
4. Topic candidates
5. Priority topics
6. Topics to avoid for now
7. Platform fit
8. Next action list
9. Public boundary reminder

Example Prompts

Use $benchmark-topic-radar to turn my past 12 posts and these reference samples into next week's topic list.

我有自己的内容 A，也看了几个参考账号 B，帮我提炼未来 5 天适合写的选题。

Here are 15 newsletter topics I wrote and 8 reference posts I saved. Build a topic radar for next month.

帮我判断这些参考样本里，哪些只适合观察，哪些能转成我自己的下一轮选题。

Example Output Shape

## 1. Planning Scope

## 2. Owned-Content Signals

## 3. Reference Signals

## 4. Topic Candidates
| Topic | Source | Account Fit | Priority | Next Action |
| --- | --- | --- | --- | --- |

## 5. Priority Topics

## 6. Topics To Avoid For Now

## 7. Platform Fit

## 8. Next Actions

## 9. Boundaries

Reference Safety

Reference creators are used as public signals, not as templates to copy.

The Skill should never ask the user to reproduce another creator's title, structure, image, or story. It should translate observations into account-fit topic directions.

Open-Source Boundary

This open version includes:

• topic radar workflow
• owned-content and reference-sample comparison
• topic priority rules
• reference-safety rules
• example output

This open version does not include:

• private account scraping
• automatic publishing
• private analytics connectors
• guaranteed growth or viral results
• copying reference creators
• private creator operations notes

Repository Map

• SKILL.md: Agent entrypoint and workflow rules
• agents/openai.yaml: Agent display metadata
• references/topic-priority-rules.md: rules for selecting priority topics
• references/reference-safety-rules.md: rules for using reference samples safely
• examples/sample-topic-radar.md: sample output

Recommended GitHub Description

Open Skill for turning owned content and reference creator samples into a prioritized next-topic list.

Suggested GitHub Topics

topic-planner, content-planning, creator-tools, content-workflow, xiaohongshu, rednote, social-media, benchmark-analysis, ai-skill, build-in-public, open-source

License

MIT