3.8

Adjusted Signal

3.8

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

6.3K

Stars

Language

315.3K

Lines of Code

2.0K

Files

1.2K

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 16.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1154 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 2 finding(s).

Agent Over-Engineering Ratio 0.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 6 finding(s).

PR Review Velocity Impact 17.1/100 · LOW

Which changes need focused human review? 1161 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 9LOW 1152

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 1161 distinct pattern matches across 9 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.

Over-Commented Block1129 hits · 1129 pts

Severity	File	Line	Snippet	Context
LOW	.pre-commit-config.yaml	1	# Copyright 2021 The BFE Authors	COMMENT
LOW	.goreleaser.yml	1	# Copyright 2021 The BFE Authors	COMMENT
LOW	.licenserc.yaml	1	# Copyright (c) 2021 The BFE Authors.	COMMENT
LOW	release_local.sh	1	#! /bin/bash	COMMENT
LOW	bfe.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	.travis.yml	1	# Copyright 2021 The BFE Authors	COMMENT
LOW	revive.toml	1	# Copyright (c) 2022 The BFE Authors.	COMMENT
LOW	…bfe_tls_conf/server_cert_conf/server_cert_conf_load.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	…/bfe_tls_conf/tls_rule_conf/tls_rule_conf_load_test.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	…onfig/bfe_tls_conf/tls_rule_conf/tls_rule_conf_load.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	…onfig/bfe_tls_conf/tls_rule_conf/tls_rule_conf_load.go	41	// Notes about `NextProtos`:	COMMENT
LOW	…onfig/bfe_tls_conf/tls_rule_conf/tls_rule_conf_load.go	61	// + valid isw should be [65535, 262144] for current implemention	COMMENT
LOW	…onf/session_ticket_key_conf/session_ticket_key_conf.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	…ession_ticket_key_conf/session_ticket_key_conf_test.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	bfe_config/bfe_conf/conf_session_cache_test.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	bfe_config/bfe_conf/bfe_config_load.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	bfe_config/bfe_conf/conf_session_ticket_test.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	bfe_config/bfe_conf/conf_session_ticket.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	bfe_config/bfe_conf/conf_ai_key_affinity.go	1	// Copyright (c) 2026 The BFE Authors.	COMMENT
LOW	bfe_config/bfe_conf/conf_ai_key_affinity.go	21	)	COMMENT
LOW	bfe_config/bfe_conf/conf_ai_key_affinity_test.go	1	// Copyright (c) 2026 The BFE Authors.	COMMENT
LOW	bfe_config/bfe_conf/conf_https_basic_test.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	bfe_config/bfe_conf/conf_basic.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	bfe_config/bfe_conf/bfe_config_load_test.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	bfe_config/bfe_conf/conf_security.go	1	// Copyright (c) 2026 The BFE Authors.	COMMENT
LOW	bfe_config/bfe_conf/conf_https_basic.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	bfe_config/bfe_conf/conf_basic_test.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	bfe_config/bfe_conf/conf_session_cache.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	…nfig/bfe_cluster_conf/gslb_conf/gslb_conf_load_test.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	bfe_config/bfe_cluster_conf/gslb_conf/gslb_conf_load.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	…fe_cluster_conf/cluster_conf/cluster_conf_load_test.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	…fig/bfe_cluster_conf/cluster_conf/cluster_conf_load.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	…fig/bfe_cluster_conf/cluster_conf/cluster_conf_load.go	241	// ["openai", "anthropic"]. Empty defaults to ["openai"] for backward compatibility.	COMMENT
LOW	…fig/bfe_cluster_conf/cluster_conf/cluster_conf_load.go	261	// bodies unchanged (after credential redaction when enabled).	COMMENT
LOW	…luster_conf/cluster_conf/cluster_conf_load_epp_test.go	1	// Copyright (c) 2026 The BFE Authors.	COMMENT
LOW	…ter_conf/cluster_table_conf/cluster_table_load_test.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	…_cluster_conf/cluster_table_conf/cluster_table_load.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	…_config/bfe_route_conf/vip_rule_conf/vip_table_load.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	…ig/bfe_route_conf/vip_rule_conf/vip_table_load_test.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	…onfig/bfe_route_conf/host_rule_conf/host_table_load.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	…/bfe_route_conf/host_rule_conf/host_table_load_test.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	…fe_route_conf/route_rule_conf/route_table_load_test.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	…bfe_route_conf/route_rule_conf/basic_rule_tree_test.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	…fig/bfe_route_conf/route_rule_conf/route_table_load.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	…nfig/bfe_route_conf/route_rule_conf/basic_rule_tree.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	…nfig/bfe_route_conf/route_rule_conf/basic_rule_tree.go	121	//exact match firstly	COMMENT
LOW	bfe_wasmplugin/adapter.go	1	// Copyright (c) 2024 The BFE Authors.	COMMENT
LOW	bfe_wasmplugin/filter.go	1	// Copyright (c) 2024 The BFE Authors.	COMMENT
LOW	bfe_wasmplugin/plugin.go	1	// Copyright (c) 2024 The BFE Authors.	COMMENT
LOW	bfe_wasmplugin/engine.go	1	// Copyright (c) 2024 The BFE Authors.	COMMENT
LOW	bfe_wasmplugin/abi/registry.go	1	// Copyright (c) 2024 The BFE Authors.	COMMENT
LOW	bfe_wasmplugin/abi/proxywasm010/factory.go	1	// Copyright (c) 2024 The BFE Authors.	COMMENT
LOW	bfe_wasmplugin/abi/proxywasm010/imports.go	1	// Copyright (c) 2024 The BFE Authors.	COMMENT
LOW	bfe_wasmplugin/abi/proxywasm010/shim.go	1	// Copyright (c) 2024 The BFE Authors.	COMMENT
LOW	bfe_net/textproto/header.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	bfe_net/textproto/textproto.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	bfe_net/textproto/textproto.go	21	//	COMMENT
LOW	bfe_net/textproto/textproto.go	101	return nil, err	COMMENT
LOW	bfe_net/textproto/writer_test.go	1	// Copyright (c) 2019 The BFE Authors.	COMMENT
LOW	bfe_net/textproto/header_test.go	1	// Copyright (c) 2021 The BFE Authors.	COMMENT
1069 more matches not shown…

TODO Padding14 hits · 21 pts

Severity	File	Line	Snippet	Context
LOW	…_modules/mod_session_sticky/mod_session_sticky_test.go	108	// TODO: Add test cases.	COMMENT
LOW	…_modules/mod_session_sticky/mod_session_sticky_test.go	177	// TODO: Add test cases.	COMMENT
LOW	…_modules/mod_session_sticky/mod_session_sticky_test.go	236	// TODO: Add test cases.	COMMENT
LOW	…_modules/mod_session_sticky/mod_session_sticky_test.go	280	// TODO: Add test cases.	COMMENT
LOW	…_modules/mod_session_sticky/mod_session_sticky_test.go	381	// TODO: Add test cases.	COMMENT
LOW	…_modules/mod_session_sticky/mod_session_sticky_test.go	404	// TODO: Add test cases.	COMMENT
LOW	…_modules/mod_session_sticky/mod_session_sticky_test.go	459	// TODO: Add test cases.	COMMENT
LOW	…_modules/mod_session_sticky/mod_session_sticky_test.go	482	// TODO: Add test cases.	COMMENT
LOW	…_modules/mod_session_sticky/mod_session_sticky_test.go	520	// TODO: Add test cases.	COMMENT
LOW	…_modules/mod_session_sticky/mod_session_sticky_test.go	549	// TODO: Add test cases.	COMMENT
LOW	…_modules/mod_session_sticky/mod_session_sticky_test.go	579	// TODO: Add test cases.	COMMENT
LOW	…_modules/mod_session_sticky/mod_session_sticky_test.go	625	// TODO: Add test cases.	COMMENT
LOW	…e_modules/mod_session_sticky/product_rule_load_test.go	31	// TODO: Add test cases.	COMMENT
LOW	bfe_http2/server.go	100	// TODO: implement	COMMENT

Decorative Section Separators5 hits · 15 pts

Severity	File	Line	Snippet	Context
MEDIUM	examples/kubernetes/api-server-configmap.yaml	21	# ---------------------------------	COMMENT
MEDIUM	examples/kubernetes/api-server-configmap.yaml	31	# ---------------------------------	COMMENT
MEDIUM	examples/kubernetes/api-server-configmap.yaml	51	# ---------------------------------	COMMENT
MEDIUM	examples/kubernetes/api-server-configmap.yaml	73	# ---------------------------------	COMMENT
MEDIUM	examples/kubernetes/api-server-configmap.yaml	86	# ---------------------------------	COMMENT

Slop Phrases3 hits · 7 pts

Severity	File	Line	Snippet	Context
MEDIUM	examples/kubernetes/api-server-configmap.yaml	89	# you can use "Skip {role_name} as authorization header to access api server if open this optional	COMMENT
MEDIUM	bfe_modules/mod_ai_context/rewrite.go	43	{"As an AI language model, ", ""},	CODE
MEDIUM	bfe_modules/mod_ai_context/rewrite.go	47	{"Let me know if you need more details.", ""},	CODE

Verbosity Indicators3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…C01-route-table-lookup/sc01_route_table_lookup_test.go	656	// Step 4: a no-route request whose body exceeds the drain budget	COMMENT
LOW	…C01-route-table-lookup/sc01_route_table_lookup_test.go	672	// Step 5: HTTP/1.0 must not reuse the connection. Go's Transport always	COMMENT
LOW	…C01-route-table-lookup/sc01_route_table_lookup_test.go	702	// Step 6: an explicit "Connection: close" request header must be honored	COMMENT

Structural Annotation Overuse3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…C01-route-table-lookup/sc01_route_table_lookup_test.go	656	// Step 4: a no-route request whose body exceeds the drain budget	COMMENT
LOW	…C01-route-table-lookup/sc01_route_table_lookup_test.go	672	// Step 5: HTTP/1.0 must not reuse the connection. Go's Transport always	COMMENT
LOW	…C01-route-table-lookup/sc01_route_table_lookup_test.go	702	// Step 6: an explicit "Connection: close" request header must be honored	COMMENT

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	examples/kubernetes/mysql-deploy.yaml	16	# This file contains all MySQL-related Kubernetes resources:	COMMENT

Fake / Example Data2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	bfe_modules/mod_markdown/testdata/testcase1.md	77	1. Lorem ipsum dolor sit amet	CODE
LOW	bfe_modules/mod_markdown/testdata/testcase1.md	77	1. Lorem ipsum dolor sit amet	CODE

Hyper-Verbose Identifiers1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	docs/zh_cn/modules/mod_unified_waf/bfe_waf_demo.md	31	class MyHttpRequestHandler(http.server.SimpleHTTPRequestHandler):	CODE

bfenetworks/bfe

Open-Source Code Quality, Security and Technical Debt Review