devrel-analyst

Query the walter_devrel_analytics Postgres database for DevRel content performance insights.

6|1|Updated May 13, 2026

Search Tags:#analytics #roi #postgres #pattern-analysis #devrel #content-performance #posting-hours

Ready to run

npx skills add https://github.com/Xipher-Labs/walter-os --skill devrel-analyst

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: devrel-analyst
Source: https://github.com/Xipher-Labs/walter-os/tree/main/skills/devrel-analyst
Command: npx skills add https://github.com/Xipher-Labs/walter-os --skill devrel-analyst

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires psycopg2-binary, psycopg2, and includes scripts (resource) components.

What problem does it solve?

DevRel teams struggle to translate engagement noise into concrete decisions for what to publish next, when to post, and which hooks and formats drive results.

Core Features & Use Cases

DevRel performance insights from analytics DB: Queries the walter_devrel_analytics Postgres database to surface trends such as top threads, optimal posting windows, hook/format correlations, and ad ROI.
Feedback loop for content creation workflows: Used by a devrel-writer workflow to inform drafting based on past high-performing patterns and by weekly digest automation for consistent reporting.
Read-only, safe analytics querying: Requires ANALYTICS_DB_URL, supports --dry-run for CI, and performs SQL parameterization with prompt-safe sanitization to avoid unsafe injection.

Quick Start

Use the skill to generate a weekly DevRel insights digest by running: walter-os analyst weekly_digest --dry-run.

Frequently Asked Questions about devrel-analyst

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

FAQPage Schema

How do I analyze DevRel content performance data from a Postgres database?▼

You can analyze DevRel content performance by querying the walter_devrel_analytics Postgres database to surface top threads, posting hours, and ROI using structured markdown outputs.

How do I find the optimal posting hours for developer relations content?▼

Finding optimal posting hours is done by querying your DevRel analytics database to identify historical engagement patterns, which the skill returns as structured markdown for content scheduling.

Do I need an ANALYTICS_DB_URL to run DevRel pattern analysis?▼

Yes, an ANALYTICS_DB_URL environment variable is required for live read-only SQL queries against the Postgres database, but you can use the --dry-run flag for offline CI testing.

Can I generate an automated weekly DevRel insights digest from my analytics database?▼

Generating an automated weekly DevRel insights digest is supported by querying past performance patterns and formatting the results into structured markdown for consistent reporting.

Is it safe to run SQL queries for content performance analysis through an LLM prompt?▼

Yes, the skill performs read-only parameterized SQL queries with prompt-safe input sanitization before LLM prompt injection, preventing unsafe database operations.