Agent Skills
› leamsigc/ShortsGenerator
› ig-research-analyze
ig-research-analyze
GitHub分析社交媒体帖子数据，通过心理学框架识别触发模式，为前6名帖子生成5个定制内容角度建议，并总结发现。
Trigger Scenarios
需要分析社交媒体内容的心理触发点
基于现有帖子数据生成内容策略建议
Install
npx skills add leamsigc/ShortsGenerator --skill ig-research-analyze -g -y
SKILL.md
Frontmatter
{
"name": "ig-research-analyze",
"version": "1.0.0",
"description": "Content psychology analysis state. Reads raw-posts.json and transcripts,\nanalyzes top 6 posts through a psychological lens, identifies trigger\npatterns, and generates 5 tailored content angle recommendations.\n",
"allowed-tools": [
"Bash",
"Read",
"Write"
]
}
Social Research — Analyze State
After scraping and transcription, this state reads the data and provides content psychology analysis.
Preconditions
- Raw data exists:
.ig-research/projects/<project-name>/raw-posts.json - Transcripts exist in
.ig-research/projects/<project-name>/transcripts/ - Report exists in
.ig-research/projects/<project-name>/report.html
Steps
1. Read report data
cat .ig-research/projects/<project-name>/report.html
2. Read raw posts
node -e "const d=require('./.ig-research/projects/<project-name>/raw-posts.json'); console.log(JSON.stringify(d.posts.slice(0,6),null,2))"
3. For each of the top 6 posts, identify psychological triggers
Analyze against these frameworks:
| Trigger | Description | Signal |
|---|---|---|
| Curiosity gaps / open loops | Creates info gap the brain wants to close | "Here's why...", "The one thing..." |
| Identity signaling | Makes viewer feel like "that person" | "This is for people who..." |
| Social proof / tribal belonging | Shows community validation | High engagement numbers, "join" |
| Loss aversion / FOMO | Fear of missing out | "Don't make this mistake", "before it's too late" |
| Authority / credibility | Positions creator as expert | Named frameworks, credentials |
| Pattern interrupt / contrarian | Goes against expectation | "Everything you know about X is wrong" |
| Reciprocity / value-first | Gives before asking | Free frameworks, actionable tips |
| Anchoring / specificity | Specific numbers feel researched | "3 things", "7 strategies" |
4. Give 5 content angle recommendations
For each angle: psychological trigger, hook example, why it works in the niche.
5. Summarize findings
Write a brief summary: how many posts scraped, top 3-5 performers, common patterns.
6. Open the report
xdg-open .ig-research/projects/<project-name>/report.html
(Use open on Mac, start on Windows)
Version History
- 7b83166 Current 2026-08-29 02:30
