1.8

Adjusted Signal

1.8

Raw Pattern Score

100%

Time Factor

2026-10-27

Last Push

1.9K

Stars

Ruby

Language

42.2K

Lines of Code

198

Files

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 8.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 67 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.5/100 · LOW

Are imports declared and package/API names verified? 4 finding(s).

Agent Over-Engineering Ratio 8.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 67 finding(s).

PR Review Velocity Impact 8.1/100 · LOW

Which changes need focused human review? 71 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 0MEDIUM 0LOW 71

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 71 distinct pattern matches across 2 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hyper-Verbose Identifiers67 hits · 74 pts

Severity	File	Line	Snippet	Context
LOW	spec/spec_helper.rb	474	def jwt_refresh_validate_login(res)	CODE
LOW	spec/http_basic_auth_spec.rb	19	def newline_basic_auth_json_request(opts={})	CODE
LOW	lib/rodauth.rb	80	def def_configuration_methods(feature)	CODE
LOW	lib/rodauth.rb	209	def configuration_module_eval(&block)	CODE
LOW	lib/rodauth/features/base.rb	548	def over_max_bytesize_param_value(key, value)	CODE
LOW	lib/rodauth/features/base.rb	562	def null_byte_parameter_value(key, value)	CODE
LOW	lib/rodauth/features/base.rb	623	def convert_response_header_key(key)	CODE
LOW	lib/rodauth/features/base.rb	669	def missing_recommended_configuration(msg)	CODE
LOW	lib/rodauth/features/base.rb	718	def convert_token_id_to_integer(id)	CODE
LOW	lib/rodauth/features/base.rb	762	def normalize_session_or_flash_key(key)	CODE
LOW⚡	lib/rodauth/features/base.rb	783	def set_redirect_error_status(status)	CODE
LOW⚡	lib/rodauth/features/base.rb	786	def set_response_error_status(status)	CODE
LOW⚡	lib/rodauth/features/base.rb	790	def set_response_error_reason_status(reason, status)	CODE
LOW	lib/rodauth/features/base.rb	904	def compute_raw_hmac_with_secret(data, secret)	CODE
LOW	lib/rodauth/features/base.rb	959	def retry_on_uniqueness_violation(&block)	CODE
LOW	lib/rodauth/features/base.rb	1019	def set_session_return_to_path(session_key, path=request.fullpath)	CODE
LOW	lib/rodauth/features/jwt_refresh.rb	96	def account_from_refresh_token(token)	CODE
LOW	lib/rodauth/features/jwt_refresh.rb	124	def _account_from_refresh_token(token)	CODE
LOW	lib/rodauth/features/jwt_refresh.rb	140	def _account_refresh_token_split(token)	CODE
LOW⚡	lib/rodauth/features/jwt_refresh.rb	182	def jwt_refresh_token_account_ds(account_id)	CODE
LOW⚡	lib/rodauth/features/jwt_refresh.rb	186	def jwt_refresh_token_account_token_ds(account_id, token_id)	CODE
LOW⚡	lib/rodauth/features/jwt_refresh.rb	195	def remove_jwt_refresh_token_key(token)	CODE
LOW	lib/rodauth/features/jwt_refresh.rb	211	def set_jwt_refresh_token_hmac_session_key(token)	CODE
LOW	lib/rodauth/features/json.rb	236	def set_redirect_error_status(status)	CODE
LOW	lib/rodauth/features/json.rb	242	def set_response_error_status(status)	CODE
LOW	lib/rodauth/features/disallow_password_reuse.rb	27	def add_previous_password_hash(hash)	CODE
LOW	lib/rodauth/features/verify_account.rb	199	def account_from_verify_account_key(key)	CODE
LOW	lib/rodauth/features/verify_account.rb	319	def _account_from_verify_account_key(token)	CODE
LOW	lib/rodauth/features/reset_password.rb	183	def account_from_reset_password_key(key)	CODE
LOW	lib/rodauth/features/reset_password.rb	260	def _account_from_reset_password_key(token)	CODE
LOW	lib/rodauth/features/password_expiration.rb	45	def account_from_reset_password_key(key)	CODE
LOW	lib/rodauth/features/audit_logging.rb	58	def serialize_audit_log_metadata(metadata)	CODE
LOW	lib/rodauth/features/audit_logging.rb	62	def audit_log_message_default(action)	CODE
LOW⚡	lib/rodauth/features/verify_login_change.rb	124	def account_from_verify_login_change_key(key)	CODE
LOW⚡	lib/rodauth/features/verify_login_change.rb	128	def send_verify_login_change_email(login)	CODE
LOW⚡	lib/rodauth/features/verify_login_change.rb	136	def get_verify_login_change_login_and_key(id)	CODE
LOW	lib/rodauth/features/verify_login_change.rb	182	def create_verify_login_change_key(login)	CODE
LOW	lib/rodauth/features/verify_login_change.rb	198	def verify_login_change_key_insert_hash(login)	CODE
LOW	lib/rodauth/features/verify_login_change.rb	204	def create_verify_login_change_email(login)	CODE
LOW	lib/rodauth/features/verify_login_change.rb	216	def _account_from_verify_login_change_key(token)	CODE
LOW	lib/rodauth/features/webauthn.rb	439	def webauthn_form_submission_call(meth, arg)	CODE
LOW	lib/rodauth/features/webauthn.rb	443	def _override_webauthn_credential_response_verify(webauthn_credential)	CODE
LOW	lib/rodauth/features/webauthn.rb	456	def webauthn_form_submission_call(meth, arg)	CODE
LOW	lib/rodauth/features/webauthn.rb	460	def _override_webauthn_credential_response_verify(webauthn_credential)	CODE
LOW	lib/rodauth/features/active_sessions.rb	79	def handle_duplicate_active_session_id(_e)	CODE
LOW	lib/rodauth/features/active_sessions.rb	102	def remove_all_active_sessions_except_for(session_id)	CODE
LOW	lib/rodauth/features/argon2.rb	70	def extract_password_hash_cost(hash)	CODE
LOW	lib/rodauth/features/argon2.rb	88	def extract_password_hash_cost(hash)	CODE
LOW	lib/rodauth/features/two_factor_base.rb	149	def require_two_factor_not_authenticated(auth_type = nil)	CODE
LOW	lib/rodauth/features/two_factor_base.rb	256	def two_factor_remove_session(type)	CODE
LOW	lib/rodauth/features/two_factor_base.rb	264	def two_factor_update_session(auth_type)	CODE
LOW	lib/rodauth/features/lockout.rb	175	def _setup_account_lockouts_hash(account_id, key)	CODE
LOW	…b/rodauth/features/login_password_requirements_base.rb	132	def set_password_requirement_error_message(reason, message)	CODE
LOW	…b/rodauth/features/login_password_requirements_base.rb	153	def set_login_requirement_error_message(reason, message)	CODE
LOW	…b/rodauth/features/login_password_requirements_base.rb	233	def extract_password_hash_cost(hash)	CODE
LOW	lib/rodauth/features/internal_request.rb	193	def _set_internal_request_return_value(value)	CODE
LOW	lib/rodauth/features/internal_request.rb	198	def _return_from_internal_request(value)	CODE
LOW	lib/rodauth/features/internal_request.rb	225	def _handle_internal_request_eval(_)	CODE
LOW	lib/rodauth/features/internal_request.rb	230	def _handle_account_id_for_login(_)	CODE
LOW⚡	lib/rodauth/features/internal_request.rb	255	def _handle_account_id_for_remember_key(request)	CODE
7 more matches not shown…

Fake / Example Data4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	spec/rodauth_spec.rb	665	@app.rodauth.create_account(login: "user@example.com", password: "secret")	CODE
LOW	spec/rodauth_spec.rb	666	@app.rodauth.account_exists?(login: "user@example.com").must_equal true	CODE
LOW	spec/close_account_spec.rb	95	account_ds.update(:email => 'foo@bar.com', :status_id=>3)	CODE
LOW	spec/close_account_spec.rb	116	DB[:accounts].select_map(:email).must_equal ['foo@bar.com']	CODE

jeremyevans/rodauth

Open-Source Code Quality, Security and Technical Debt Review