assess

Name: assess
Availability: InStock
Author: StackRox

Outline a structured bug assessment plan from a bug report and repository.

Updated Aug 23, 2026

Search Tags:#planning #documentation #assessment #issue-tracking #bug #reproduction-plan

Ready to run

npx skills add https://github.com/stackrox/ambient-workflows --skill assess-stackrox

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: assess
Source: https://github.com/stackrox/ambient-workflows/tree/main/workflows/bugfix/.claude/skills/assess
Command: npx skills add https://github.com/stackrox/ambient-workflows --skill assess-stackrox

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps teams establish a shared understanding of a bug report and outline a clear remediation plan before any reproduction, diagnosis, or code changes.

Core Features & Use Cases

Read bug reports, summarize context, and identify missing information or gaps.
Check for related work (PRs, issues) to avoid duplication and scope creep.
Propose a structured assessment and a reproduction/plan outline for subsequent phases.
Produce a ready-to-share assessment artifact for stakeholders.

Quick Start

Provide the bug report details and repository access to start the assessment.

Frequently Asked Questions about assess

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

FAQPage Schema

How do I plan a bug fix before writing any code?▼

To plan a bug fix before coding, you need to clarify the bug report, verify the repository context, identify missing information gaps, and outline a structured reproduction plan for subsequent phases.

What is a bug assessment and when do I need it?▼

A bug assessment is a process to establish a shared understanding of an issue and outline a remediation plan. You need it before any reproduction, diagnosis, or code changes to avoid scope creep.

How do I check for related issues or PRs to avoid duplicate bug fixes?▼

Checking for related issues and PRs involves reviewing the repository context to identify existing work. This prevents duplication and scope creep before proposing a structured assessment and reproduction plan.

What's the best way to identify missing information in a bug report?▼

The best way to identify missing information in a bug report is to summarize the provided context and check it against repository access, which highlights gaps needed for a complete reproduction plan.

Can I generate a ready-to-share bug assessment artifact for stakeholders?▼

Yes, you can generate a ready-to-share assessment artifact for stakeholders by reading bug reports, summarizing context, and proposing a structured assessment outline based on the repository context.

Do I need repository access to start assessing a bug report?▼

Yes, you need repository access and bug report details to start the assessment, allowing you to verify context, check for related work, and plan subsequent steps effectively.