Debug Software Failures Systematically
Bugs waste engineering time when symptoms hide the real cause. This skill guides Claude, Codex, and Claude Code through structured investigation, hypothesis testing, fixes, and prevention.
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "debugger" from https://skillstore.io/skills/shubhamsaboo-debugger.md and its manifest at https://skillstore.io/api/skills/shubhamsaboo-debugger/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.
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Using "debugger". A web API returns intermittent internal server errors during traffic spikes.
Expected outcome:
The response lists likely causes such as connection pool exhaustion, missing awaits, and unhandled promise rejections. It gives log checks and verification steps.
Using "debugger". A feature worked yesterday but fails after several recent commits.
Expected outcome:
The response proposes a regression search, a minimal test case, and evidence needed to isolate the change that introduced the bug.
Using "debugger". A user interface shows stale data after saving changes.
Expected outcome:
The response separates cache, state, and API timing hypotheses. It recommends targeted logging and tests to verify the final fix.
The static command findings are false positives caused by Markdown fences, inline examples, and non-executing debug snippets in SKILL.md. The two reconnaissance findings are ordinary debugging questions about timing and prevention, not system reconnaissance. No prompt injection, exfiltration intent, or hidden operational behavior was found.
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
https://skillstore.io/skills/shubhamsaboo-debugger/audits/2?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/shubhamsaboo-debugger?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/shubhamsaboo-debugger?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/shubhamsaboo-debugger/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/shubhamsaboo-debugger.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>shubhamsaboo. (2026). debugger security audit report (audit version 2) [Author version 1.0.0]. Skillstore. https://skillstore.io/skills/shubhamsaboo-debugger/audits/2@techreport{shubhamsaboo-shubhamsaboo-debugger-2026,
author = {shubhamsaboo},
title = {debugger security audit report (audit version 2)},
institution = {Skillstore},
year = {2026},
number = {2},
url = {https://skillstore.io/skills/shubhamsaboo-debugger/audits/2},
note = {Author version 1.0.0}
}cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "debugger security audit report (audit version 2)"
version: "1.0.0"
type: report
authors:
- name: "shubhamsaboo"
date-released: "2026-07-07"
url: "https://skillstore.io/skills/shubhamsaboo-debugger/audits/2"
identifiers:
- type: other
value: "skillstore:shubhamsaboo-debugger:audit:2"
description: "Skillstore immutable audit report identifier"
Each author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.
Why this variant is first
shubhamsaboo-debugger
2026-09-09
sickn33-debugger
2026-09-09
cubha-debugger
2026-09-09
Turn stack traces, logs, and symptoms into prioritized causes and practical verification steps.
Organize intermittent failures by environment, timing, resource state, and likely contention points.
Narrow a new failure to recent changes, missing tests, or dependency behavior before shipping.
Debug this error. I will provide the message, stack trace, expected behavior, actual behavior, and recent changes. Ask only for missing details.
Analyze these logs and symptoms. Give prioritized hypotheses, evidence for each one, and the next checks needed to confirm the root cause.
Create a minimal reproduction plan for this bug. Include required inputs, environment details, isolation steps, and observations that would confirm each hypothesis.
Help triage this production incident. Separate symptoms from causes, rank risks, propose safe diagnostics, define rollback signals, and recommend prevention steps.
Author
shubhamsabooLicense
MIT
Author version
v1.0.0
Skillstore revision
r1
Ref
412e23e39ccd9729546286287b96bb41707397cf
Maintenance freshness
7/18/2026
Usage
1 downloads · 1 views
File structure
📄 SKILL.md
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