skills.rest
stackrox
stackroxOFFICIAL
Explore all skills by this author →
WebsiteGitHub

assess

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
One-click install
npx skills add https://github.com/stackrox/ambient-workflows --skill assess-stackrox
Or copy as Structured Prompt for Agent▼
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.

Related Skills

Explore More Software Engineering Skills→
pedropaulovcpedropaulovc
3

issue

Convert terse bug reports into structured GitHub issues with reproducible details.

Community
Intermediate
SjdjdiejdrirhdkjejSjdjdiejdrirhdkjej

debug-phase

Diagnose software bugs systematically to identify root causes and document findings.

Community
Advanced
vignesh2027vignesh2027
18

security-triage

Triage OpenClaw security advisories and GHSA reports with structured checks.

Community
Advanced
subroh0508subroh0508
18

bug-fix

Analyze bug reports into reproduction steps, root-cause findings, and specification-gap assessments.

Community
Advanced