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telemetry-pr-insights

Generate branch-scoped telemetry reports summarizing AI-assisted coding activity.

Updated Aug 27, 2026
Search Tags:#telemetry#branch#claude-code#ai-assistant#cursor#ci#pull-request
One-click install
npx skills add https://github.com/blueplane-ai/bp-telemetry-core --skill telemetry-pr-insights
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: telemetry-pr-insights
Source: https://github.com/blueplane-ai/bp-telemetry-core/tree/main/.claude/skills/telemetry-pr-insights
Command: npx skills add https://github.com/blueplane-ai/bp-telemetry-core --skill telemetry-pr-insights

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill produces compact, machine-friendly telemetry summaries scoped to a branch lifetime so CI jobs and pull request comments can quickly surface AI-assistant activity, efficiency signals, and actionable recommendations without exposing raw prompts or responses.

Core Features & Use Cases

  • Executive summary tailored for PRs that states the analysis window and highlights standout activity and efficiency signals.
  • Key metrics including prompt/response counts, per-day activity, Claude token totals, and platform breakdowns (Claude Code vs Cursor) with clear privacy-preserving rules.
  • Workflow and tool-usage signals derived from event blobs (Claude) and Cursor session traces to detect churn, read-before-edit ratios, files touched but not committed, and productive vs trial-and-error patterns.
  • Designed for CI automation: post compact comments on pull requests, provide reviewers a quick view of AI usage, or integrate into automated report pipelines with a branch-lifetime default and a seven-day fallback.

Quick Start

Post a compact branch-scoped telemetry comment summarizing AI usage, key metrics, and 3 concise recommendations for the current pull request.

Frequently Asked Questions about telemetry-pr-insights

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

FAQPage Schema
How do I generate CI-ready telemetry reports for pull requests?▼

Generate CI-ready telemetry reports for pull requests by extracting Claude Code and Cursor events from the ~/.blueplane/telemetry.db database, then computing prompt counts, token totals, and tool-usage signals scoped to the branch lifetime.

What is AI-assisted coding telemetry and how does it summarize branch activity?▼

AI-assisted coding telemetry summarizes branch activity by aggregating local Claude Code and Cursor session events into prompt and response counts, daily breakdowns, and model distribution metrics without exposing verbatim content.

Can I use telemetry data to post automated comments on pull requests?▼

Yes, you can use telemetry data to post automated comments on pull requests by generating compact, machine-friendly summaries with a branch-lifetime default window and a seven-day merge-base fallback for CI pipelines.

Does the telemetry analysis preserve privacy when extracting Claude Code and Cursor events?▼

The telemetry analysis preserves privacy by aggregating event blobs and Cursor session traces into workflow signals like read-before-edit ratios, explicitly excluding verbatim prompts and responses from the generated reports.

What is the best way to track AI assistant efficiency signals during code review?▼

Track AI assistant efficiency signals during code review by analyzing tool-usage patterns and daily breakdowns from aggregated telemetry events, detecting churn, trial-and-error cycles, and files touched but not committed.

What happens to telemetry analysis if the branch lifetime cannot be determined?▼

If the branch lifetime cannot be determined, the telemetry analysis falls back to the last seven days of merge-base data to compute CI comments, pull-request reviews, and automated pipeline summaries.

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