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ambient-code
ambient-codeOFFICIAL
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summary

Synthesize bugfix workflow artifacts into a summary of decisions, status, and outstanding items.

3|38|Updated Nov 6, 2025
Search Tags:#artifacts#report#summarize#review-notes#bugfix-workflow#pr-references
One-click install
npx skills add https://github.com/ambient-code/workflows --skill summary-ambient-code
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: summary
Source: https://github.com/ambient-code/workflows/tree/main/workflows/bugfix/.claude/skills/summary
Command: npx skills add https://github.com/ambient-code/workflows --skill summary-ambient-code

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Scan all workflow artifacts and present a synthesized summary of findings, decisions, and status.

Core Features & Use Cases

  • Scan artifact directories for bugfix workflow runs and extract key findings, decisions, and outstanding items.
  • Generate a concise, structured summary highlighting related PRs, reproduction notes, reviews, and decisions.
  • Use Case: A developer or manager wants a quick playback of what happened in the bugfix workflow without reading every artifact.

Quick Start

Summarize the bugfix workflow by scanning artifacts/bugfix/ and producing a concise report.

Frequently Asked Questions about summary

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

FAQPage Schema
How do I summarize bugfix workflow artifacts into a single report?▼

Summarize bugfix workflow artifacts by scanning artifact directories to extract key findings, decisions, and outstanding items, then generating a concise report highlighting PRs, reproduction notes, and reviews.

What is the best way to review bugfix decisions without reading every artifact?▼

Review bugfix decisions by synthesizing workflow artifacts into a focused snapshot that extracts key findings, status updates, and outstanding items, presenting them in a compact summary for quick playback.

How do I extract PR references and review notes from workflow artifacts?▼

Extract PR references and review notes by scanning workflow artifacts and synthesizing the data into a structured summary that captures related PRs, reproduction notes, and review comments into a comprehensive snapshot.

Can I generate a status snapshot from reproduce notes and review comments?▼

Yes, you can generate a status snapshot from reproduce notes and review comments by synthesizing these workflow artifacts to extract decisions and outstanding items and deliver a focused summary of the current status.

Does the summary tool work with standard bugfix workflow directories?▼

Yes, the summary tool works with standard bugfix workflow directories like artifacts/bugfix/, scanning these directories to find workflow runs and extract key findings, decisions, and outstanding items for reporting.

When do I need to synthesize findings from multiple workflow artifacts?▼

You need to synthesize findings from multiple workflow artifacts when a developer or manager requires a quick playback of what happened in the bugfix workflow without manually reading every individual artifact file.

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