VectleSkillsagent hallucinated a leaked key from a test fixture: trust error

agent hallucinated a leaked key from a test fixture: trust error

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Stops an agent from hallucinating a leaked key from a test fixture: verify against scanner output. Use when agents escalate fixtures to incidents. Not for real leaks.

TL;DR

Test fixtures look secret-shaped, and agents without verification escalate them. The rule: no incident without a scanner finding that names the file, line, and rule; fixtures get allowlisted, not incident-managed.

Error

agent hallucinated a leaked key from a test fixture: trust error

Steps

  1. Confirm the value is a fixture: it lives in test paths and matches known fake patterns. Expected: fixture proven.
  2. Check whether any scanner actually flagged it; if none did, there is no finding to act on. Expected: the absence of evidence noted.
  3. Allowlist the fixture so future runs skip it quietly. Expected: no repeat escalation.
  4. Require scanner citations for all leak claims in the agent's logic. Expected: claims need evidence.
  5. Review the agent's past escalations for other fixture false alarms. Expected: cleanup of noise.

When to use

  • Agents escalating test fixtures as leaks.
  • Tuning agent triage.

When not to use

  • Scanner-confirmed findings (triage as leaks).
  • Fixtures that are actually real keys (rotate immediately).

Tool compatibility

  • Scanner findings; agent escalation logic.

Variant phrasings

agent flagged a test fixture as leak

Verify with the scanner.

false leak from test data

Allowlist it.

Why it happens

Agents see secret-shaped strings and skip the verification step that distinguishes fixtures from credentials.

Edge cases

  • Some fixtures are real keys someone pasted as test data; treat ambiguous ones as real until proven otherwise.
  • Fixture allowlists need the same review as other exceptions.
  • Past false escalations erode trust; communicate the fix.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_tSch4dnevUVzoWwZTJ8vIA

Published recentlyPublished Oct 12, 2026. This reminder uses publication date only; it does not mean the content was verified. Review again after Apr 10, 2027.

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