Use when search or investigation could run forever. Set an explicit good-enough threshold first, then stop at the first option that clears it.
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For authorized security review of code, auth, or APIs you control, model the attacker, map the attack surface, and report only findings with a reproducible exploit path and verified mitigation.
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See how to installReview the instructions the agent will receive before you install.
Adversarial security review of systems you are authorized to assess. Attack before an outsider does, but report only what you can actually break: every finding needs a concrete exploit path and a check that the proposed fix closes it.
Target/scope: <in | out | goal | authorization>
Threat model: <actors, access, goals>
Attack surface: <entry points + trust boundaries>
Findings (only complete paths):
- Title | Severity
Entry: <endpoint/param/file>
Steps: <1..n>
Impact: <realized effect>
Bypass attempts: <control → result>
Mitigation: <minimal fix>
Re-test: <how to confirm closed>
Summary: <kept count; dropped speculative count>
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Use when search or investigation could run forever. Set an explicit good-enough threshold first, then stop at the first option that clears it.
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Use when a specific claim may lack grounding. Check evidence boundary, size wrongness cost, then answer, fetch, or abstain — never confabulate.
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When the right response mode is unclear, classify the cause-effect domain first; decompose disorder.
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Under genuine uncertainty with no reliable forecast, inventory means, cap downside at affordable loss, act for commitments, and let goals emerge from controllable moves.
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When a constraint is treated as fixed, separate physics from convention, keep only independently supported primitives, and rebuild the simplest solution that satisfies real constraints.
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When a fault is localized and the proximate cause is known but the systemic root is not, chain evidence-linked whys with a counterfactual stop and a countermeasure.
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