issue-review
Analyze Software Issues with Root Cause Review
Software issue reports often lack enough evidence for a clear fix. This skill guides Claude, Codex, or Claude Code through staged root cause analysis.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "issue-review" from https://skillstore.io/skills/dennisliuck-issue-review.md and its manifest at https://skillstore.io/api/skills/dennisliuck-issue-review/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "issue-review". A PM reports that users cannot complete checkout in production.
Expected outcome:
A triage summary names the symptom, missing data, likely causes, severity, and whether Git or log analysis should run.
Using "issue-review". A deploy caused checkout failures after a payment dependency update.
Expected outcome:
- Likely root cause candidates ranked by evidence.
- Relevant files, suspect changes, and affected flow areas.
- Recommended fix direction and validation checks.
Using "issue-review". Server logs show repeated timeout errors for one API endpoint.
Expected outcome:
A structured incident report links log signals to likely code paths and lists the next verification steps.
Security Audit
SafeThe external command findings are false positives caused by Markdown fences and inline code formatting in SKILL.md. The high entropy finding is also a false positive because the file is readable YAML and Markdown with multilingual text and diagrams, not encoded content. No semantic malicious intent or prompt injection attempt was found.
Risk Factors
⚙️ External commands (25)
Share & cite this report
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
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https://skillstore.io/skills/dennisliuck-issue-review/audits/8?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
[](https://skillstore.io/skills/dennisliuck-issue-review?utm_source=security_passport_badge)HTML badge
<a href="https://skillstore.io/skills/dennisliuck-issue-review?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/dennisliuck-issue-review/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/dennisliuck-issue-review.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Academic citations (APA · BibTeX · CFF)
APA citation
DennisLiuCk. (2026). issue-review security audit report (audit version 8) [Author version unspecified]. Skillstore. https://skillstore.io/skills/dennisliuck-issue-review/audits/8BibTeX citation
@techreport{dennisliuck-dennisliuck-issue-review-2026,
author = {DennisLiuCk},
title = {issue-review security audit report (audit version 8)},
institution = {Skillstore},
year = {2026},
number = {8},
url = {https://skillstore.io/skills/dennisliuck-issue-review/audits/8},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "issue-review security audit report (audit version 8)"
version: "unspecified"
type: report
authors:
- name: "DennisLiuCk"
date-released: "2026-07-06"
url: "https://skillstore.io/skills/dennisliuck-issue-review/audits/8"
identifiers:
- type: other
value: "skillstore:dennisliuck-issue-review:audit:8"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: HighWhat You Can Build
Triage Customer Bugs
Turn a customer or PM report into missing questions, severity, and likely technical causes.
Debug Recent Regressions
Compare symptoms with recent code changes and rank suspicious commits or modules.
Investigate Production Alerts
Connect logs, stack traces, and code paths into a root cause report with validation steps.
Try These Prompts
Use issue-review to analyze this bug report: [paste report]. Identify missing information, issue type, severity, and likely causes.
Use issue-review for a recent regression. The issue began after [release or change]. Review likely code areas and recent changes.
Use issue-review with these logs and symptoms: [paste logs]. Connect error patterns to code paths and root cause hypotheses.
Run a full issue-review workflow for this incident: [context]. Include problem analysis, code investigation, optional Git or log review, root cause, fix guidance, and validation steps.
Best Practices
- Provide symptoms, environment, timestamps, expected behavior, and actual behavior.
- Include relevant logs, stack traces, and recent release or change context.
- Ask for evidence, confidence, and validation steps before implementing a fix.
Avoid
- Do not ask for root cause analysis with only a vague phrase like it is broken.
- Do not paste secrets, tokens, or customer personal data in logs.
- Do not treat hypotheses as confirmed before code and evidence review.
Frequently Asked Questions
Does this skill fix bugs automatically?
What input works best?
When should Git history analysis run?
Can it analyze production incidents?
Does it require logs?
Is it only for Claude?
Developer Details
Author
DennisLiuCkLicense
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Ref
72d5025b022c77f7a51bdf5c1637c689c80e89d1
Maintenance freshness
7/18/2026
Usage
8 downloads · 242 views
File structure
📄 SKILL.md