← ClaudeAtlas

cluster-performance-optimizerlisted

Analyzes published cluster posts against fresh GSC performance data and outputs specific, actionable change recommendations to improve rankings and AEO citations. Use this skill after the performance-tracker has produced a 15-day report, when the blog manager asks "what should we change to improve [post/cluster]", when a post has been flagged as significantly degraded, or when a cluster has had 3+ stable cycles and the team wants to push gains further. Trigger on phrases like "optimize this post", "what changes will improve ranking", "AEO recommendations", "GSC-based optimization", "improve cluster performance", or any request to translate GSC data into editorial action. This skill produces recommendations only. It does not edit content. The blog manager implements minor changes; the cluster-writer handles major rewrites.
rohitabrahamgeorge/seo-content-team · ★ 0 · Data & Documents · score 72
Install: claude install-skill rohitabrahamgeorge/seo-content-team
# Cluster Performance Optimizer This is the brain of the self-healing loop. It reads two things — the original post content and the latest GSC data — and outputs specific, actionable change recommendations. The blog manager implements minor changes directly. The writer skill handles substantial rewrites. ## When to use this skill Trigger when: - The performance-tracker has produced a fresh 15-day report and posts are flagged as "drop" or "plateau" - The blog manager asks "what should we change on [post] to improve ranking" - A cluster has had 3+ stable cycles and the team wants to push further - An AEO / GEO audit is requested (recommendations specifically for AI-engine citation patterns, separate from Google ranking) - A competitor moved (new feature, repositioning, ranking shift) and the cluster needs a defensive update Required inputs: - The latest performance-tracker report (`clusters/[cluster]/monthly-reports/[YYYY-MM-DD].md`) - The cluster's published posts (`clusters/[cluster]/posts/*.md`) - The cluster Google Sheet (read-only) - `product-context.md` (the filled file at the working-folder root, next to `clusters/`), to make sure recommendations don't introduce invented features - The PostHog template audit (`skills/cluster-writer/references/posthog-template-audit.md`) — for structural recommendations If the performance-tracker hasn't run recently, halt and ask for a fresh check first. Optimizer recommendations are only as good as the data behind them. ## What the