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.