csummary

Summarize Correctless workflow findings into a structured report with categorized issues.

65|2|Updated Mar 27, 2026
One-click install
npx skills add https://github.com/joshft/correctless --skill csummary
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: csummary
Source: https://github.com/joshft/correctless/tree/main/correctless/skills/csummary
Command: npx skills add https://github.com/joshft/correctless --skill csummary

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Generate a one-page summary of everything the Correctless workflow caught during this feature. This is the "look what I saved you" report.

Core Features & Use Cases

  • Reads comprehensive workflow artifacts (spec, QA findings, verification, git logs, and audit trails) to compile a complete feature summary.
  • Produces a structured, shareable artifact that highlights new rules, test changes, QA issues, and verification gaps, with clear impact assessment.
  • Supports mid-feature and post-feature reporting to facilitate PR descriptions and handoffs.

Quick Start

Run the csummary skill after QA findings are available to generate a workflow summary and save it to .correctless/artifacts/summary-{task-slug}.md.

Frequently Asked Questions about csummary

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

FAQPage Schema
How do I generate a one-page summary of QA findings and verification results?▼

You can generate a one-page workflow findings summary by running the csummary skill after QA findings are available. It reads comprehensive workflow artifacts like spec changes, test audits, and verification results to produce a structured, readable report with categorized issues and impact classification.

What is the best way to create a feature summary for a PR description or handoff?▼

The best way to create a feature summary for a handoff is to use mid-feature or post-feature reporting. This compiles spec changes, new rules, QA issues, and verification gaps into a shareable artifact with clear impact assessment, making it ideal for PR descriptions and team transitions.

Can I summarize audit trails and git logs alongside test audit results?▼

Yes, you can summarize audit trails and git logs alongside test audit results. The workflow findings summary reads comprehensive workflow artifacts, including git logs and audit trails, to compile a complete feature summary with categorized issues, totals, and impact classifications.

How does a workflow summary handle spec changes and verification gaps?▼

A workflow summary handles spec changes and verification gaps by reading comprehensive workflow artifacts and producing a structured artifact. It highlights new rules, test changes, QA issues, and verification gaps with clear impact assessment to show exactly what was caught during the feature lifecycle.

When do I need to compile a workflow findings summary for my feature?▼

You need to compile a workflow findings summary when you want to generate a look what I saved you report after a feature's QA cycle. It applies to QA findings, spec changes, test audits, and verification results, producing a structured artifact saved to your artifacts directory.

Where are workflow summary reports saved after processing QA findings?▼

Workflow summary reports are saved as markdown files to the .correctless/artifacts/ directory using a task-slug naming convention. This structured artifact contains categorized issues, totals, and impact classifications from the workflow findings for easy sharing and reference.