Public-safe method kit and AI-OS for responsible bug hunting, evidence review, redaction, and report preparation.
Redaction means removing or replacing details that could expose private systems, accounts, people, secrets, or live vulnerabilities.
example.com, localhost, 127.0.0.1, and domains ending in .test.USER_A, USER_B, ADMIN_TEST_USER.OBJECT_1, OBJECT_2, {ownedObjectId}.alice@example.com, bob@example.com.{TOKEN_PLACEHOLDER} or {REDACTED}.Bad:
Tested a real checkout endpoint with a concrete cart ID and a real user email.
Good:
Tested https://example.com/api/cart/{ownedCartId} in an authorized toy scenario.
USER_A owns OBJECT_1.
USER_B performs an allowed-scope boundary check against OBJECT_1.
Authorization header omitted and never stored.
Bad:
The target returns other customers when random order IDs are tried.
Good:
In a toy or authorized environment, create two tester-controlled objects and verify cross-user access is denied. Never guess random IDs or access third-party data.
Before publishing, search for emails, URLs, token words, concrete IDs, and private folder names. Remove unsafe hits or replace them with placeholders.
For AI-specific redaction behavior, see the AI-OS Redaction Rubric.