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v2.7.5 — skills library: ship analytical recipes without PyPI releases

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@surendranb surendranb released this 13 Jul 15:52

What's new

Adds a remote skills system: the search_skills tool lets the model browse and fetch analytical recipes from the skills/ directory of this repo. New analysis patterns ship as a markdown commit — no PyPI release needed.

First batch of skills:

  • bot-traffic-detection — identify and exclude bot/spam sessions
  • ai-referral-analysis — measure traffic from ChatGPT, Claude, Perplexity, Gemini
  • ecommerce-analysis — revenue, conversion rate, AOV, funnel drop-off
  • channel-acquisition — sessions/users by source, medium, and channel group
  • content-performance — top pages, engagement patterns, underperforming content
  • geo-device-segmentation — regional and device-level behaviour

Adding a new skill going forward: one markdown file, no release.

search_skills works even without GA4 credentials — useful during setup.