postey-analytics
Installation
SKILL.md
Postey Analytics
Reading numbers is easy. Saying what they support, and refusing to say more, is the job.
Check the data is real before interpreting it
Do this first, every time. Platform analytics arrive partial, delayed, or absent, and a confident reading of a broken feed is worse than saying nothing.
| Symptom | What it means | What to say |
|---|---|---|
every metric is 0 across all posts on a platform |
the feed is not returning, or the platform never provided it | say the platform reports nothing; do not rank by it |
impressions present, engagement all 0 |
partial fetch | use impressions only, and name the limitation |
| one post has numbers, its siblings do not | the others have not been fetched yet | compare only the ones that have data |
fetch_count is 0 |
never collected | not "zero performance" — no data at all |
Zero is not a result. On a real account checked during development, every LinkedIn post reported zero impressions while the same content on X reported between 481 and 2,935. Ranking that account's LinkedIn posts would have produced a confident ordering of nothing.