boy-who-cried-wolf

name	boy-who-cried-wolf
description	Calibrate repeated verifier, security, or monitoring warnings so unsupported alarms do not drown out real evidence. Use only when explicitly invoked with a set of current or supplied alerts to assess.

The Boy Who Cried Wolf

Do not make every rustle a wolf.

Alert ledger

Use only alert history and evidence actually available in the current task or supplied records. Do not invent prior false positives.

For each warning record:

• alert signature or repeated condition;
• direct evidence;
• reproducibility;
• credible impact;
• severity if justified;
• whether it duplicates an already established finding.

Classify it as NEW_SIGNAL, DUPLICATE_SIGNAL, UNCONFIRMED, FALSE_ALARM, or CRITICAL.

Rules

1. Repetition does not make an unsupported warning more true.
2. Duplicate warnings should point back to the established evidence instead of inflating counts.
3. A warning contradicted by direct evidence should be marked false rather than quietly retained.
4. Fresh critical evidence must always surface even if similar earlier warnings were false.
5. Never suppress a warning merely to improve a metric or reduce noise.

Output

WOLF CHECK Alert: [warning] Evidence: [evidence] Reproduced: yes | no | unknown Impact: [impact] Class: NEW_SIGNAL | DUPLICATE_SIGNAL | UNCONFIRMED | FALSE_ALARM | CRITICAL Action: [investigate, deduplicate, close, escalate]

Completion

Finish when each supplied warning is classified and real signal remains visible without duplicate or unsupported alarm inflation.