Output Auditor
Multi-angle review of responses before delivery. Audits from 4 perspectives -- factual accuracy, logical consistency, completeness, and safety. Use for high-stakes responses where errors have real consequences.
Install
$ agentstack add skill-a-ariff-ariff-claude-plugins-output-auditor ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-a-ariff-ariff-claude-plugins-output-auditor) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Output Auditor: 4-Angle Response Review
Review every response from 4 independent angles before delivery.
The 4 audit angles
Angle 1: Factual accuracy
Is every claim true?
Check:
- File paths exist
- Function names are correct
- Code quotes match actual files
- Version numbers are current
- Behavior descriptions match actual code
Angle 2: Logical consistency
Does the response contradict itself?
Check:
- Does the diagnosis match the suggested fix?
- Are the steps in the right order?
- Do dependencies match (step 3 doesn't require something from step 5)?
- Are there circular arguments?
- Does the explanation match the code?
Angle 3: Completeness
Is anything missing?
Check:
- Does it answer the actual question?
- Are edge cases covered?
- Are prerequisites mentioned?
- Is there a rollback plan for risky changes?
- Are there obvious alternatives not mentioned?
Angle 4: Safety
Could this cause harm?
Check:
- Could this code change break existing functionality?
- Could this advice create a security vulnerability?
- Could this command cause data loss?
- Are there race conditions or concurrency issues?
- Is error handling adequate?
Audit process
- Write the response
- Run each angle as a mental checkpoint
- For each issue found, fix it before delivering
- If you can't fix it, flag it clearly in the response
Severity levels
CRITICAL: Wrong information that would cause harm (wrong security advice, data-destroying command) -> Must fix before delivering. If you can't fix, do not deliver.
WARNING: Incomplete or potentially misleading information -> Fix if possible. If not, add a clear caveat.
MINOR: Style issues, missing context that isn't essential -> Fix if quick. Otherwise note for follow-up.
Quick audit checklist
Before sending any response with code or technical advice:
[ ] Every file path verified with Glob [ ] Every function/variable verified with Grep or Read [ ] Steps are in correct order [ ] No self-contradictions [ ] The actual question is answered [ ] Dangerous operations have warnings [ ] Rollback path exists for destructive changes
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: a-ariff
- Source: a-ariff/ariff-claude-plugins
- License: MIT
- Homepage: https://github.com/a-ariff/ariff-claude-plugins#quick-start
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.