Close the post-publish learning loop. Parse YouTube Studio analytics (7-14 days post-launch), compare against persona-eval predictions and production decisions, generate a retrospective report, and update LEARNINGLOG.md and EDITORIALPLAYBOOK.md with validated rules. Use whenever someone says 'retro', 'retrospective', 'how did it perform', 'what worked', 'post-publish review', 'analytics review', 'what did we learn', 'did the predictions hold up', or when Tiger pastes YouTube Studio screenshots or analytics data. Handles manual paste and structured data (CSV/JSON/table). This is the only skill that writes back to EDITORIALPLAYBOOK.md — it's how the pipeline gets smarter over time.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryContent & writingStars0
About this skill
Close the post-publish learning loop. Parse YouTube Studio analytics (7-14 days post-launch), compare against persona-eval predictions and production decisions, generate a retrospective report, and update LEARNINGLOG.md and EDITORIALPLAYBOOK.md with validated rules. Use whenever someone says 'retro', 'retrospective', 'how did it perform', 'what worked', 'post-publish review', 'analytics review', 'what did we learn', 'did the predictions hold up', or when Tiger pastes YouTube Studio screenshots or analytics data. Handles manual paste and structured data (CSV/JSON/table). This is the only skill that writes back to EDITORIALPLAYBOOK.md — it's how the pipeline gets smarter over time.
Quick start
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Close the post-publish learning loop. Parse YouTube Studio analytics (7-14 days post-launch), compare against persona-eval predictions and production decisions, generate a retrospective report, and update LEARNING_LOG.md and EDITORIAL_PLAYBOOK.md with validated rules. Use whenever someone says 'retro', 'retrospective', 'how did it perform', 'what worked', 'post-publish review', 'analytics review', 'what did we learn', 'did the predictions hold up', or when Tiger pastes YouTube Studio screenshots or analytics data. Handles manual paste and structured data (CSV/JSON/table). This is the only skill that writes back to EDITORIAL_PLAYBOOK.md — it's how the pipeline gets smarter over time.
About this listing
Category
Content & writing
Reported license
Not specified
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.