Public skill
linkedin-analytics
Use when someone wants to understand their own LinkedIn numbers — which posts worked, why reach dropped, whether a pattern is real, or how to test a hypothesis. Triggers on "why did my reach drop", "what's working on my LinkedIn", "analyze my posts", "do carousels do better for me", "should I test this", "LinkedIn analytics". Reads your own exported post data, reports medians and outlier bands, tests candidate patterns against a permutation null, and sizes a real experiment — refusing to conclude anything below 10 posts.
Package contents
Manifest
Use when someone wants to understand their own LinkedIn numbers — which posts worked, why reach dropped, whether a pattern is real, or how to test a hypothesis. Triggers on "why did my reach drop", "what's working on my LinkedIn", "analyze my posts", "do carousels do better for me", "should I test this", "LinkedIn analytics". Reads your own exported post data, reports medians and outlier bands, tests candidate patterns against a permutation null, and sizes a real experiment — refusing to conclude anything below 10 posts.
f69292309bff2c37cabe35ba88bcfa76fd9b8a9415790f023cd9c759c6d7e1c2- SKILL.md5,365 bytes
- assets/example_post_export.csv992 bytes
- assets/measurement_log_template.md2,440 bytes
- references/evidence_thresholds.md6,592 bytes
- references/linkedin_metrics_canon.md5,913 bytes
- scripts/experiment_planner.py10,919 bytes
- scripts/pattern_miner.py15,896 bytes
- scripts/post_performance_analyzer.py13,115 bytes
Release history