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bam-bam-2
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threads-analytics

Analyze Threads account performance using Graph API metrics and repost-based ranking.

366|90|Updated Aug 22, 2026
Search Tags:#social media#analytics#engagement#threads#graph api#reach diagnosis#reposts
One-click install
npx skills add https://github.com/bam-bam-2/solo-skills --skill threads-analytics-bam-bam-2
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: threads-analytics
Source: https://github.com/bam-bam-2/solo-skills/tree/main/skills/threads-analytics
Command: npx skills add https://github.com/bam-bam-2/solo-skills --skill threads-analytics-bam-bam-2

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? It diagnoses why a Threads account's reach dropped and identifies which posts actually performed, replacing misleading view-count rankings with multi-axis metrics like reposts and share rate. ## Core Features & Use Cases - Full API Data Collection: Pulls every post via the Threads Graph API with pagination and per-post insights (likes, replies, reposts, quotes, views), excluding repost facades. - Multi-Axis Ranking: Ranks posts separately by views, likes, comments, absolute reposts, share rate, and engagement rate so brand-critical posts are not lost to a single cutoff. - Reach Drop Diagnosis: Finds the exact cliff date using daily median views, compares pre/post performance by topic, and locates republished post pairs as controlled experiments. - Use Case: A solo creator notices impressions halved overnight. Use this Skill to pull all ~5,000 posts, confirm the cliff date, prove distribution suppression via rising engagement rate, and pick repost-worthy content to republish. ## Quick Start Analyze my Threads account performance by pulling all posts through the Graph API and rank them by reposts and share rate.

Frequently Asked Questions about threads-analytics

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze Threads post performance with the Graph API?▼

Call the /me/threads endpoint with pagination to collect all posts, then request per-post insights for likes, replies, reposts, quotes, and views. Rank posts on multiple axes, especially absolute reposts and share rate, rather than views alone.

How to diagnose a sudden reach drop on Threads?▼

Plot daily median views as a time series to find the cliff date, then compare engagement rate before and after by topic. Rising engagement with falling views indicates distribution suppression, and republished post pairs provide controlled evidence.

What metrics matter most for Threads analytics?▼

Reposts are the primary metric because they reflect lasting relationship capital, while viral view counts often correlate with low engagement. Share rate (reposts divided by views, for posts over 2,000 views) and a weighted engagement rate complete the picture.

Does the Threads Graph API support keyword search?▼

The keyword_search endpoint returns HTTP 500 without the threads_keyword_search permission. Search other people's posts through the browser at threads.com/search, collecting results incrementally while scrolling because the list is virtualized.

Why does cached Threads snapshot data miss posts?▼

Local daily snapshots can silently drop posts due to filters, such as a 10-character minimum that once lost 36 posts. Always verify counts against the API or re-fetch the full dataset before analysis.

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