| name | analyze |
| description | Analyze post performance. Compares with baseline, detects patterns, evaluates experiments, analyzes comments, updates ICP. Lifecycle-aware. |
| user-invocable | true |
| allowed-tools | ["Read","Write","Edit","Agent","Glob","Grep"] |
/analyze — Analyze Post
Analyzes post performance, detects patterns, and sharpens the ICP. Lifecycle-aware: distinguishes Active/Cooling/Archived posts.
IMPORTANT: Delegate the work to the post-analyzer agent. Do NOTHING yourself — start the agent with the Agent tool and pass the post URN.
Usage
/analyze <urn> # Analyze single post
/analyze # All posts that need analysis
/analyze patterns # Pattern refresh only (archived posts)
/analyze icp # ICP sharpening only
Lifecycle Awareness
| Lifecycle | Analysis Behavior |
|---|
| Active (0-7 days) | In data/posts/ — analysis possible, but with caveat "metrics still moving" |
| Cooling (7-14 days) | In data/posts/ — good data basis, snapshot 2-3 available |
| Archived (14+ days) | In data/posts/archive/ — final metrics, best basis for pattern detection |
Pattern refresh uses only archived posts (data/posts/archive/).
Workflow
Single Post (/analyze )
- Start
post-analyzer agent
- Result:
Post Analysis: "Most SMBs underestimate..."
URN: urn:li:activity:7435982583777169408
Lifecycle: Cooling (Day 9)
Performance (Snapshot 2):
Reactions: 89 (Baseline: 45) → +98%
Comments: 12 (Baseline: 5) → +140%
Impressions: 3,200 (Baseline: 1,800) → +78%
Engagement Rate: 3.2% (Baseline: 2.8%) → +14%
Content Properties:
Hook: Surprising Fact | Format: Text | CTA: Question
Day: Tuesday | Hour: 8 | Length: Medium (780 chars)
Pattern Match:
"Surprising Fact" hook → above average
"Tuesday" posting → confirms pattern
"Personal Reference" → +40% (Low Confidence, n=4)
ICP Insight:
Top Engagers: CTOs (30%), Developers (40%), PMs (20%)
Next snapshot in 5 days (Day 14).
Batch (/analyze)
- All posts in data/posts/ with missing snapshots or without "Analyzed" status
- For each: Run analysis
- At the end: Pattern refresh across all archived posts
Pattern Refresh (/analyze patterns)
Only on archived posts (data/posts/archive/):
- For each dimension: Calculate avg, sample size, success rate
- Test combination patterns
- Update pattern files in data/patterns/
- Experiment evaluation (if experiments are running)
ICP Sharpening (/analyze icp)
- Aggregate top demographics across all posts
- Compare with configured ICP
- Update ICP files in data/icp/
- Show delta
Rules
- Respect lifecycle — Active posts with caveat, patterns only from archived
- 3 snapshots before status → "Analyzed"
- Median as baseline (more robust)
- Patterns only with data — min 3 posts per dimension
- Combos only with min 3 posts per combination
- Honest — if no patterns, say so
