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Distribution Analytics | Skills Pool

Skill File

Distribution Analytics

Use when planning channel distribution and measuring video performance.

gtmagents158 starsNov 19, 2025

Occupation
Categories: Debugging

Skill Content

Video Distribution & Analytics Skill

When to Use

Planning cross-channel release strategy (YouTube, LinkedIn, TikTok, paid, website).
Optimizing promotion cadence, paid boosts, and partner amplification.
Reporting on video engagement, conversions, and ROI.

Framework

Owned Channels – website, blog embeds, email nurtures, product UI.
Social Platforms – channel-specific formatting (length, aspect ratio, subtitles, hooks).
Paid Media – targeting, budget allocation, creative rotation, lift studies.
Partners/Community – syndication, co-marketing, advocacy programs.
Repurposing – clips, GIFs, reels, audio snippets, transcript-based blogs.

Analytics Stack

– impressions, views, view-through rate, unique viewers.

Related Skills

Quick Install

Distribution Analytics

npx skillvault add gtmagents/gtmagents-gtm-agents-plugins-video-marketing-skills-distribution-analytics-skill-md

Download Skill Open repository

Author: gtmagents
stars: 158
Updated: Nov 19, 2025
Occupation

On this page

01Video Distribution & Analytics Skill

Awareness

Engagement – watch time, retention curves, clicks, comments, shares.

Conversion – CTA clicks, landing page visits, opportunities, revenue.

Attribution – first-touch vs multi-touch analyses, cohort performance.

Templates

Channel playbook (requirements, posting schedule, CTA guidance).
Dashboard schema (metrics, source, refresh cadence).
Optimization tracker (hypothesis, test, result, next step).

Tips

Localize thumbnails and captions per channel.
Use UTM conventions and vanity URLs to attribute conversions.
Monitor audience retention graphs to inform editing decisions.

02

When to Use

04Analytics Stack

Public Relations Specialists

Session Logs

Search and analyze your own session logs (older/parent conversations) using jq.

OpenClaw Test Heap Leaks

Investigate `pnpm test` memory growth, Vitest worker OOMs, and suspicious RSS increases in OpenClaw using the `scripts/test-parallel.mjs` heap snapshot tooling. Use when Codex needs to reproduce test-lane memory growth, collect repeated `.heapsnapshot` files, compare snapshots from the same worker PID, triage likely transformed-module retention versus likely runtime leaks, and fix or reduce the impact by patching cleanup logic or isolating hotspot tests.

Node Connect

Diagnose OpenClaw node connection and pairing failures for Android, iOS, and macOS companion apps. Use when QR/setup code/manual connect fails, local Wi-Fi works but VPS/tailnet does not, or errors mention pairing required, unauthorized, bootstrap token invalid or expired, gateway.bind, gateway.remote.url, Tailscale, or plugins.entries.device-pair.config.publicUrl.

Openclaw Qa Testing

Run, watch, debug, and extend OpenClaw QA testing with qa-lab and qa-channel. Use when Codex needs to execute the repo-backed QA suite, inspect live QA artifacts, debug failing scenarios, add new QA scenarios, or explain the OpenClaw QA workflow. Prefer the live OpenAI lane with regular openai/gpt-5.4 in fast mode; do not use gpt-5.4-pro or gpt-5.4-mini unless the user explicitly overrides that policy.

Openclaw Secret Scanning Maintainer

Maintainer-only workflow for handling GitHub Secret Scanning alerts on OpenClaw. Use when Codex needs to triage, redact, clean up, and resolve secret leakage found in issue comments, issue bodies, PR comments, or other GitHub content.

Flags

Use when you need to check feature flag states, compare channels, or debug why a feature behaves differently across release channels.

Public Relations Specialists