From thinking-frameworks-skills
Classifies Substacker sections as healthy, drifting, or prune candidates based on post volume, engagement trends, and niche alignment. Outputs table and 2-4 paragraph narrative for quarterly reviews.
npx claudepluginhub lyndonkl/claude --plugin thinking-frameworks-skillsThis skill uses the workspace's default tool permissions.
- **Healthy**: ≥2 posts this quarter AND engagement at or above publication baseline AND clearly inside the stated niche.
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On the boundary → "drifting" (conservative).
Per section in section-map.md:
- [ ] Step 1: Count posts this quarter + trailing 4 weeks
- [ ] Step 2: Compute engagement signal (open rate z-score vs publication baseline)
- [ ] Step 3: Check niche-fit (does the section's promise still describe what ran?)
- [ ] Step 4: Assign status: healthy | drifting | candidate-for-prune
- [ ] Step 5: Write 1-sentence "why" per section
| Section | Posts this quarter | Status | Read verdict |
|---|---|---|---|
| kalshi-log | 6 | healthy | Carrying the publication; 63% avg open; clear niche fit |
| agent-workshop | 2 | drifting | 2 posts is below cadence target; engagement on-baseline |
| book-reviews | 0 | candidate-for-prune | 0 posts in 2 consecutive quarters; unassign its 2 historical posts and retire the section |
Followed by 2-4 paragraphs of narrative: what the portfolio shape tells us, which section is carrying, which has gone cold.
recommend-prune inside Curator. Strategist flags candidates only.