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whilp
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reflect

Analyze GitHub workflow logs and summarize daily run outcomes.

Updated Feb 16, 2026
Search Tags:#log analysis#workflow analysis#performance review#daily reflection#GitHub workflows
One-click install
npx skills add https://github.com/whilp/working --skill reflect-whilp
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: reflect
Source: https://github.com/whilp/working/tree/main/skills/reflect
Command: npx skills add https://github.com/whilp/working --skill reflect-whilp

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill streamlines the process of analyzing workflow runs, providing a daily reflection on the outcomes and performance.

Core Features & Use Cases

  • Workflow Run Analysis: Analyze individual workflow runs for performance, outcomes, and potential issues.
  • Summarization: Combine per-run analyses into a comprehensive daily reflection report.
  • Use Case: By automating the reflection process, teams can quickly identify trends, patterns, and areas for improvement in their workflows.

Quick Start

Run the reflect skill with PHASE=fetch to download logs and artifacts for the last 24 hours.

Frequently Asked Questions about reflect

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

FAQPage Schema
How do I automate daily reflection analysis for GitHub workflow runs?▼

Automating daily reflection for GitHub workflow runs involves fetching logs and artifacts from the last 24 hours using the PHASE=fetch parameter to synthesize daily outcomes and performance trends.

What is workflow run analysis and how does it produce a daily reflection?▼

Workflow run analysis parses log files and extracts metadata from individual runs to synthesize outcomes. It combines these per-run analyses into a comprehensive daily reflection report identifying trends and areas for improvement.

How do I extract metadata and summarize outcomes from GitHub workflow logs?▼

You extract metadata and summarize outcomes from GitHub workflow logs by parsing the fetched log files, emphasizing efficiency and error handling to synthesize a comprehensive daily performance review.

Can I analyze GitHub workflow performance and errors without manual log parsing?▼

Yes, you can analyze GitHub workflow performance and errors without manual log parsing by automating the extraction of metadata and synthesis of outcomes, which streamlines identifying potential issues in your workflows.

Does the reflect skill support fetching logs from GitHub workflows for the last 24 hours only?▼

Yes, the reflect skill supports fetching logs and artifacts from GitHub workflows specifically for the last 24 hours when initiated with the PHASE=fetch parameter for daily reflection generation.

What are the limitations of automating workflow run analysis for daily reflections?▼

Limitations include handling potential errors during log file parsing and metadata extraction, requiring efficient processing mechanisms to manage large volumes of GitHub workflow artifacts within the 24-hour fetch window.

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