Skills error-diagnostics-smart-debug
📦

error-diagnostics-smart-debug

Content revision r2 Safe ⚙️ External commands

Diagnose Errors with Structured Debugging

Complex failures create scattered evidence and uncertain fixes. This skill organizes errors, telemetry, hypotheses, fixes, validation, and prevention into one debugging workflow.

Supports: Claude Codex Code(CC)
🥉 78 Bronze

Install with my Agent

Copy this request to your Agent. It includes the canonical Skill page and manifest.

Agent request
Review the Skillstore skill "error-diagnostics-smart-debug" from https://skillstore.io/skills/sickn33-error-diagnostics-smart-debug.md and its manifest at https://skillstore.io/api/skills/sickn33-error-diagnostics-smart-debug/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.

Markdown detail GET /skills/sickn33-error-diagnostics-smart-debug.md Signed manifest GET /api/skills/sickn33-error-diagnostics-smart-debug/manifest Signed lockfile GET /api/skills/sickn33-error-diagnostics-smart-debug/lockfile

Test it

Using "error-diagnostics-smart-debug". Checkout requests time out for five percent of users during payment processing.

Expected outcome:

  • Issue summary: Five percent of production checkouts exceed five seconds during payment processing.
  • Leading hypothesis: Sequential payment-method queries cause an N+1 delay.
  • Next test: Compare query counts and spans between successful and failed checkouts.
  • Validation: Confirm lower latency, stable error rates, passing tests, and no new edge cases.

Using "error-diagnostics-smart-debug". A background worker fails intermittently after deployment, but logs show only timeout warnings.

Expected outcome:

  • Evidence gap: Correlation identifiers, dependency latency, deployment timing, and retry behavior are missing.
  • Investigation: Compare successful and failed traces, then instrument external calls and state changes.
  • Fix gate: Reproduce or falsify each hypothesis before changing production code.

Security Audit

Safe
v5 • 7/23/2026 Open versioned report

All three static findings are false positives caused by Markdown syntax or ordinary checklist text in SKILL.md. The skill contains no shell execution, network reconnaissance, or intent-level security issue.

1
Files scanned
206
Lines analyzed
0
Review items
0
False positives ignored

Risk Factors

⚙️ External commands (2)
SKILL.md:24 SKILL.md:148-185
No confirmed security findings were detected by the latest completed static and semantic audit. This does not prove the skill has no side effects.
Audited by: codex View Audit History →
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.

Open versioned report
Security Assessment

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Academic citations (APA · BibTeX · CFF)

APA citation

sickn33. (2026). error-diagnostics-smart-debug security audit report (audit version 5) [Author version unspecified]. Skillstore. https://skillstore.io/skills/sickn33-error-diagnostics-smart-debug/audits/5

BibTeX citation

@techreport{sickn33-sickn33-error-diagnostics-smart-debug-2026, author = {sickn33}, title = {error-diagnostics-smart-debug security audit report (audit version 5)}, institution = {Skillstore}, year = {2026}, number = {5}, url = {https://skillstore.io/skills/sickn33-error-diagnostics-smart-debug/audits/5}, 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: "error-diagnostics-smart-debug security audit report (audit version 5)" version: "unspecified" type: report authors: - name: "sickn33" date-released: "2026-07-23" url: "https://skillstore.io/skills/sickn33-error-diagnostics-smart-debug/audits/5" identifiers: - type: other value: "skillstore:sickn33-error-diagnostics-smart-debug:audit:5" description: "Skillstore immutable audit report identifier"

Skillstore Score

Why this score Evidence Confidence: High
55
Architecture
85
Maintainability
87
Content
69
Community
83
Spec Compliance

What You Can Build

Debug Application Failures

Turn a reproducible error and stack trace into ranked causes, targeted tests, and a validation plan.

Investigate Production Incidents

Correlate logs, traces, metrics, and deployments to isolate intermittent service failures.

Review High-Risk Fixes

Assess proposed fixes, rollout risks, test coverage, rollback steps, and prevention measures before release.

Try These Prompts

Triage an Error 
Summarize this error and list the missing information needed for triage: [error and context].
Rank Root Causes 
Analyze this stack trace. Provide three ranked hypotheses, supporting evidence, falsification criteria, and the next test for each: [stack trace].
Compare Observability Data 
Compare these successful and failed request traces. Identify divergence points and recommend targeted instrumentation: [observability data].
Plan a Production Fix 
Build a production-safe analysis and fix plan for this intermittent incident. Include rollout, rollback, validation, and prevention: [incident evidence].

Best Practices

  • Provide complete error messages, timestamps, environments, reproduction steps, and recent deployment details.
  • Separate observations from assumptions, and require evidence plus falsification criteria for every hypothesis.
  • Use protected, sampled, and reversible instrumentation before making production changes.

Avoid

  • Do not choose a root cause from an error message without checking logs, traces, code, and timing.
  • Do not enable broad production logging that may expose sensitive data or create excessive load.
  • Do not deploy a fix without regression tests, monitoring, rollback steps, and measurable success criteria.

Frequently Asked Questions

Does this skill execute debugging commands?
No. It provides a workflow and recommendations. Execution depends on available tools, permissions, and user approval.
Can it access my monitoring platforms?
No. Provide relevant logs, traces, metrics, or approved tool access before requesting platform-specific analysis.
Does it guarantee the root cause?
No. It ranks hypotheses and tests them against evidence, but environment-specific validation remains necessary.
Can I use it for production incidents?
Yes. Use protected instrumentation, limited sampling, staged rollout, monitoring, and a tested rollback plan.
Which evidence should I provide?
Provide errors, stack traces, timestamps, reproduction steps, logs, traces, metrics, environment details, and recent changes.
Does it generate code fixes?
It can propose changes and tests when sufficient code context exists. Review and validate every change before deployment.

Developer Details

Author

sickn33

License

MIT

Skillstore revision

r2

Version notice

The author did not declare a version.

Repository

https://github.com/sickn33/antigravity-awesome-skills/tree/main/skills/error-diagnostics-smart-debug

Ref

88a8e9a07f4c54ab105c1c41b6267c287146b07b

Maintenance freshness

7/26/2026

Usage

7 downloads · 106 views

File structure

📄 SKILL.md

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