Agent diagnose

Skill timeyour/agentskills-audit-collection/.claude/skills/agent-diagnose

AI delivery acceptance and audit system for vibe-coded websites, web apps, and agent-built products.

Install

npx -y skills add timeyour/agentskills-audit-collection --skill agent-diagnose

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One thing to look at

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What its author says it does

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Diagnose AI agent or workflow failure modes with adversarial checks: prompt injection, manipulation, hidden strategy drift, permission escalation, policy inconsistency, auditability failures, scope drift, weak evidence, and broken self-verification.

SKILL.md

1.3 KB, as published. Nobody here has run it

Agent Diagnose

Use this skill when the user wants to test whether an AI agent, prompt workflow, website-audit agent, or coding agent behaves reliably under pressure.

Do

Identify the agent's claimed role, permissions, tools, and boundaries.
Build adversarial probes for instruction hierarchy, prompt injection, role confusion, hidden drift, authority escalation, and unverifiable claims.
Test auditability: can the agent show evidence, locations, logs, and source/live separation?
Test consistency: does it apply the same rules across similar cases?
Test self-correction: does it update guardrails after repeated failures?
Produce severity-ranked findings and fixes.
Use S0-S4 severity for agent reliability impact.

Reference

Read references/adversarial-checklist.md.

Output

Probe matrix.
Behavioral findings.
Evidence gaps.
Drift findings.
S0-S4 severity.
Reproduction probes.
Regression checks.
Guardrail recommendations.
Final reliability verdict.