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evilissimo/implementation-integrity-review

Reviews repositories, pull requests, diffs, and agent-generated code for reward hacking, fake completion, defensive theater, architectural bypasses, weakened guarantees, hidden fallbacks, and misleading abstractions.

98

1.09x
Quality

97%

Does it follow best practices?

Impact

100%

1.09x

Average score across 6 eval scenarios

SecuritybySnyk

Passed

No known issues

Overview
Quality
Evals
Security
Files

criteria.jsonevals/scenario-4/

{
  "context": "Tests whether the agent detects direct data access that bypasses an existing service boundary with authorization and audit behavior.",
  "type": "weighted_checklist",
  "checklist": [
    {
      "name": "Correct category",
      "description": "Classifies the issue as an architectural violation, architecture bypass, or boundary bypass.",
      "max_score": 14
    },
    {
      "name": "Severity",
      "description": "Assigns High severity or clearly explains the security/audit impact.",
      "max_score": 12
    },
    {
      "name": "Bypass evidence",
      "description": "Cites admin_export.py iterating db.accounts directly instead of using AccountService.get_balance.",
      "max_score": 18
    },
    {
      "name": "Lost guarantees",
      "description": "Explains that the bypass skips actor.can_view_account authorization and audit_log.record.",
      "max_score": 20
    },
    {
      "name": "Test weakness",
      "description": "Notes that the test only checks CSV header/content and does not verify authorization or audit behavior.",
      "max_score": 10
    },
    {
      "name": "Remediation",
      "description": "Recommends routing through the service layer or adding an explicit authorized bulk-export service with audit coverage.",
      "max_score": 16
    },
    {
      "name": "Evidence-backed",
      "description": "Avoids generic architecture criticism not grounded in the provided code.",
      "max_score": 10
    }
  ]
}

SKILL.md

tile.json