1.8

Adjusted Signal

1.8

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

7.3K

Stars

Language

108.5K

Lines of Code

773

Files

129

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 2.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 52 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.8/100 · LOW

Are imports declared and package/API names verified? 55 finding(s).

Agent Over-Engineering Ratio 3.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 22 finding(s).

PR Review Velocity Impact 7.8/100 · LOW

Which changes need focused human review? 129 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 23LOW 106

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 129 distinct pattern matches across 6 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.

Decorative Section Separators22 hits · 81 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	internal/backend/crypto/gpg/gpgconf/utils_test.go	29	#-----------------------------	COMMENT
MEDIUM⚡	internal/backend/crypto/gpg/gpgconf/utils_test.go	31	#-----------------------------	COMMENT
MEDIUM⚡	internal/backend/crypto/gpg/gpgconf/utils_test.go	35	#-----------------------------	COMMENT
MEDIUM⚡	internal/backend/crypto/gpg/gpgconf/utils_test.go	37	#-----------------------------	COMMENT
MEDIUM	internal/backend/crypto/gpg/gpgconf/utils_test.go	52	#-----------------------------	COMMENT
MEDIUM	internal/backend/crypto/gpg/gpgconf/utils_test.go	54	#-----------------------------	COMMENT
MEDIUM	internal/backend/crypto/gpg/gpgconf/utils_test.go	75	#-----------------------------	COMMENT
MEDIUM	internal/backend/crypto/gpg/gpgconf/utils_test.go	77	#-----------------------------	COMMENT
MEDIUM	internal/action/handler_shims.go	17	// ── secretHandler shims ────────────────────────────────────────────────────	COMMENT
MEDIUM	internal/action/handler_shims.go	76	// ── searchHandler shims ────────────────────────────────────────────────────	COMMENT
MEDIUM	internal/action/handler_shims.go	92	// ── generateHandler shims ──────────────────────────────────────────────────	COMMENT
MEDIUM	internal/action/handler_shims.go	106	// ── mountHandler shims ─────────────────────────────────────────────────────	COMMENT
MEDIUM	internal/action/handler_shims.go	128	// ── recipientHandler shims ─────────────────────────────────────────────────	COMMENT
MEDIUM	internal/action/handler_shims.go	162	// ── setupHandler shims ─────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	internal/action/handler_shims.go	227	// ── syncHandler shims ──────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	internal/action/handler_shims.go	232	// ── auditHandler shims ─────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	internal/action/handler_shims.go	238	// ── templateHandler shims ──────────────────────────────────────────────────	COMMENT
MEDIUM	internal/action/handler_shims.go	260	// ── binaryHandler shims ────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	internal/action/handler_shims.go	282	// ── envHandler shims ───────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	internal/action/handler_shims.go	286	// ── otpHandler shims ───────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	internal/action/handler_shims.go	295	// ── miscHandler shims ──────────────────────────────────────────────────────	COMMENT
MEDIUM	internal/action/handler_shims.go	355	// ── searchHandler internal shims ───────────────────────────────────────────	COMMENT

Fake / Example Data55 hits · 62 pts

Severity	File	Line	Snippet	Context
LOW⚡	internal/backend/crypto/gpg/key_list_test.go	14	genTestKey("John", "johnny", "Doe", "john.doe@example.org"),	CODE
LOW⚡	internal/backend/crypto/gpg/key_list_test.go	15	genTestKey("Jane", "jane", "Doe", "jane.doe@example.org", "25FF1614B8F87B52FFFF99B962AF4031C82E0019"),	CODE
LOW⚡	internal/backend/crypto/gpg/key_list_test.go	16	genTestKey("Jim", "jimmy", "Doe", "jim.doe@example.org", "25FF1614B8F87B52FFFF99B962AF4031C82E2019", "z", "none"),	CODE
LOW	internal/backend/crypto/gpg/key_list_test.go	36	k, err := kl.FindKey("jim.doe@example.org")	CODE
LOW	internal/backend/crypto/gpg/key_list_test.go	56	k, err = kl.FindKey("John Doe")	CODE
LOW	internal/backend/crypto/gpg/key_test.go	27	email := "john.doe@example.org"	CODE
LOW	internal/backend/crypto/gpg/identity_test.go	14	Name: "John Doe",	CODE
LOW	internal/backend/crypto/gpg/identity_test.go	16	Email: "john.doe@example.org",	CODE
LOW	internal/backend/crypto/gpg/cli/gpg_others_test.go	45	_, err := g.GenerateIdentity(ctx, "foo", "foo@bar.com", "bar")	CODE
LOW	internal/backend/crypto/gpg/cli/gpg_windows_test.go	47	_, err := g.GenerateIdentity(ctx, "foo", "foo@bar.com", "bar")	CODE
LOW⚡	internal/backend/crypto/gpg/colons/parse_colons_test.go	30	name: "John Doe",	CODE
LOW⚡	internal/backend/crypto/gpg/colons/parse_colons_test.go	37	name: "John Doe",	CODE
LOW⚡	internal/backend/crypto/gpg/colons/parse_colons_test.go	44	name: "John Doe",	CODE
LOW	internal/backend/storage/gogit/gogit_test.go	48	g, err := Init(ctx, gitdir, "Dead Beef", "dead.beef@example.org")	CODE
LOW	internal/backend/storage/gogit/gogit_test.go	158	remote, err := Init(ctx, remoteDir, "Remote", "remote@example.org")	CODE
LOW	internal/backend/storage/gogit/gogit_test.go	165	local, err := Clone(ctx, remoteDir, localDir, "Local", "local@example.org")	CODE
LOW	internal/backend/storage/gogit/gogit_test.go	222	remote, err := Init(ctx, remoteDir, "Remote", "remote@example.org")	CODE
LOW	internal/backend/storage/gogit/gogit_test.go	229	local, err := Clone(ctx, remoteDir, localDir, "Local", "local@example.org")	CODE
LOW	internal/backend/storage/gogit/crossbackend_test.go	58	goGit, err := Init(ctx, goDir, "Test", "test@example.org")	CODE
LOW	internal/backend/storage/gogit/crossbackend_test.go	64	cliGit, err := gitfs.Init(ctx, cliDir, "Test", "test@example.org")	CODE
LOW	internal/backend/storage/gogit/crossbackend_test.go	88	remote, err := Init(ctx, remoteDir, "Remote", "remote@example.org")	CODE
LOW	internal/backend/storage/gogit/crossbackend_test.go	123	goGit, err := Clone(ctx, remoteDir, goDir, "Local", "local@example.org")	CODE
LOW	internal/backend/storage/gogit/crossbackend_test.go	128	cliGit, err := gitfs.Clone(ctx, remoteDir, cliDir, "Local", "local@example.org")	CODE
LOW	internal/backend/storage/gogit/gogit_extra_test.go	505	sig := object.Signature{Name: "Test", Email: "test@example.org"}	CODE
LOW	internal/backend/storage/gitfs/git_test.go	35	git, err := Init(ctx, gitdir, "Dead Beef", "dead.beef@example.org")	CODE
LOW	internal/backend/storage/gitfs/config_test.go	29	git, err := Init(ctx, gitdir, "Dead Beef", "dead.beef@example.org")	CODE
LOW	internal/backend/storage/gitfs/config_test.go	35	require.NoError(t, git.InitConfig(ctx, "Foo Bar", "foo.bar@example.org"))	CODE
LOW	internal/recipients/recipients_test.go	24	in: []string{"baz@bar.com", "foo@bar.com"},	CODE
LOW⚡	internal/recipients/recipients_test.go	53	in: "foo@bar.com",	CODE
LOW⚡	internal/recipients/recipients_test.go	54	want: []string{"foo@bar.com"},	CODE
LOW⚡	internal/recipients/recipients_test.go	58	want: []string{"baz@bar.com", "foo@bar.com"},	CODE
LOW⚡	internal/recipients/recipients_test.go	62	want: []string{"baz@bar.com", "foo@bar.com"},	CODE
LOW⚡	internal/recipients/recipients_test.go	66	want: []string{"baz@bar.com", "foo@bar.com"},	CODE
LOW	internal/action/clone_test.go	35	gr, err := git.Init(ctx, gd, "Nobody", "foo.bar@example.org")	CODE
LOW	internal/action/generate_test.go	275	in: []string{"some/mount/gmail.com/john.doe@example.org", "example.com/user@example.org"},	CODE
LOW	internal/action/generate_test.go	276	out: []string{"john.doe@example.org", "user@example.org"},	CODE
LOW	internal/action/rcs_test.go	37	c := gptest.CliCtxWithFlags(ctx, t, map[string]string{"name": "foobar", "email": "foo.bar@example.org"})	CODE
LOW	internal/action/history_test.go	24	t.Setenv("GIT_AUTHOR_EMAIL", "foo.bar@example.org")	CODE
LOW	internal/action/history_test.go	55	require.NoError(t, act.rcsInit(ctx, "", "foo bar", "foo.bar@example.org"))	CODE
LOW	internal/action/init_test.go	43	c := gptest.CliCtx(ctx, t, "foo.bar@example.org")	CODE
LOW	internal/action/init_test.go	54	require.Error(t, act.initGenerateIdentity(ctx, crypto, "foo bar", "foo.bar@example.org"))	CODE
LOW	internal/action/commands_test.go	69	"email": "foo.bar@example.org",	CODE
LOW	internal/action/setup_test.go	120	require.NoError(t, act.initGenerateIdentity(ctx, crypto, "foo bar", "foo.bar@example.org"))	CODE
LOW	internal/action/setup_test.go	149	c := gptest.CliCtx(ctx, t, "foo.bar@example.org")	CODE
LOW	internal/action/setup_test.go	168	require.Error(t, act.initGenerateIdentity(ctx, crypto, "foo bar", "foo.bar@example.org"))	CODE
LOW	docs/setup.md	478	gopass --yes setup --remote github.com/example/pass.git --team example --create-team --name "John Doe" --email "john.doe	CODE
LOW	docs/setup.md	481	gopass --yes setup --remote github.com/example/pass.git --team example --name "Jane Doe" --email "jane.doe@example.com"	CODE
LOW	docs/adr/A-14-team-workflows.md	77	filename := filepath.Join(keyDir, r) // r == raw id, e.g. "user@example.com"	CODE
LOW	docs/adr/A-14-team-workflows.md	88	`recipientCheck("user@example.com")` → `FindRecipients("user@example.com")`.	CODE
LOW	pkg/ctxutil/ctxutil_test.go	130	ctx = WithEmail(ctx, "foo@bar.com")	CODE
LOW	pkg/ctxutil/ctxutil_test.go	152	assert.Equal(t, "foo@bar.com", GetEmail(ctx))	CODE
LOW⚡	pkg/termio/identity_test.go	71	t.Setenv("EMAIL", "user@example.com")	CODE
LOW⚡	pkg/termio/identity_test.go	74	require.NoError(t, cfg.SetLocal("user.name", "Jane Doe"))	CODE
LOW⚡	pkg/termio/identity_test.go	80	assert.Equal(t, "Jane Doe", DetectName(ctx, nil))	CODE
LOW	pkg/gopass/secrets/akv_test.go	219	lorem ipsum dolor sunt	CODE

Over-Commented Block49 hits · 49 pts

Severity	File	Line	Snippet	Context
LOW	main_test.go	101	".audit",	COMMENT
LOW	internal/tree/node.go	101	}	COMMENT
LOW	internal/secretservice/store.go	121	locked map[string]bool	COMMENT
LOW	internal/secretservice/doc.go	1	//go:build linux	COMMENT
LOW	internal/secretservice/volatile.go	21		COMMENT
LOW	internal/secretservice/crypto/crypto.go	1	// Package crypto implements the transport encryption algorithms defined by	COMMENT
LOW	internal/config/config.go	221	if v := cfg.Get(key); v != "" {	COMMENT
LOW	internal/config/legacy/io.go	181	}	COMMENT
LOW	internal/backend/crypto/gpg/doc.go	1	// Package gpg provides a GPG crypto backend for gopass.	COMMENT
LOW	internal/backend/crypto/gpg/gpgconf/utils_test.go	21	}	COMMENT
LOW	internal/backend/crypto/gpg/gpgconf/utils_test.go	41	no-comments	COMMENT
LOW	internal/backend/crypto/gpg/gpgconf/utils_test.go	61	# Set the proxy to use for HTTP and HKP keyservers - default to the standard	COMMENT
LOW	internal/backend/crypto/gpg/colons/parse_colons.go	21	reUIDNoEmailComment = regexp.MustCompile(`([^(<]+)\s+(\([^)]+\))`)	COMMENT
LOW	internal/backend/crypto/gpg/colons/parse_colons.go	41	// rvk - Revocation KEy	COMMENT
LOW	internal/backend/crypto/age/agent/client.go	181	// Status is the payload of the status command: "" or "locked".	COMMENT
LOW	internal/backend/crypto/age/agent/agent_test.go	461	}	COMMENT
LOW	internal/backend/storage/gogit/rcs.go	381	return nil	COMMENT
LOW	internal/backend/storage/gogit/merge.go	81	case merkletrie.Modify:	COMMENT
LOW	internal/backend/storage/gogit/merge.go	521	}	COMMENT
LOW	internal/backend/storage/gitfs/ssh_others.go	1	//go:build !windows && !darwin	COMMENT
LOW	internal/backend/storage/gitfs/ssh_darwin.go	1	//go:build darwin	COMMENT
LOW	internal/backend/storage/fs/rcs.go	1	// This file contains stub implementations for the rcs interface that is	COMMENT
LOW	internal/backend/storage/fs/store.go	81	// IsVCSDirName reports whether a single path component names a VCS metadata	COMMENT
LOW	internal/action/completion.go	81		COMMENT
LOW	internal/action/templates.go	21		COMMENT
LOW	internal/action/exit/errors.go	21	// Aborted is used if the user willingly aborted an action.	COMMENT
LOW	internal/goeol/doc.go	1	// Package goeol contains canary tests that fail once the Go version targeted by	COMMENT
LOW	internal/pwschemes/argon2i/argon2i.go	41	//	COMMENT
LOW	internal/pwschemes/argon2id/argon2id.go	41	//	COMMENT
LOW	internal/buildinfo/buildinfo.go	1	// Package buildinfo exposes the gopass build version to internal packages.	COMMENT
LOW	internal/ageagentlauncher/register.go	1	// Package ageagentlauncher wires the standalone gopass CLI's age-agent launcher	COMMENT
LOW	internal/store/leaf/recipients.go	401	// ID, or fingerprint) to its canonical form (full fingerprint) by querying	COMMENT
LOW	.github/workflows/codeql-analysis.yml	1	# For most projects, this workflow file will not need changing; you simply need	COMMENT
LOW	.github/workflows/scorecard.yml	41	with:	COMMENT
LOW	helpers/commitmsg/commitmsg.go	81	// conventionalRE matches a Conventional Commits 1.0.0 subject.	COMMENT
LOW	helpers/changelog/main.go	1	// Copyright 2021 The gopass Authors. All rights reserved.	COMMENT
LOW	helpers/release/changelog.go	41	// changelog is a parsed CHANGELOG.md.	COMMENT
LOW	pkg/ctxutil/ctxutil.go	21		COMMENT
LOW	pkg/ctxutil/ctxutil.go	41	// NoNetwork indicates that no network operations should be performed.	COMMENT
LOW	pkg/hibp/dump/scanner.go	1	// Package dump implements an haveibeenpwned.com dump scanner. It is designed	COMMENT
LOW	pkg/protect/protect.go	1	//go:build !openbsd	COMMENT
LOW	pkg/appdir/appdir.go	41	// UserCache returns the user's cache dir for gopass.	COMMENT
LOW	pkg/tempfile/mount_darwin.go	21	func tempdirBase() string {	COMMENT
LOW	pkg/gopass/doc.go	1	// Package gopass contains the public gopass API.	COMMENT
LOW	pkg/gopass/doc.go	21	// - https://github.com/gopasspw/gopass-jsonapi	COMMENT
LOW	pkg/gopass/secrets/doc.go	1	// Package secrets provides the secret types used by the gopass API.	COMMENT
LOW	pkg/gopass/secrets/yaml.go	21	var _ gopass.Secret = &YAML{}	COMMENT
LOW	pkg/gopass/api/api.go	1	// Package api provides a gopass API implementation.	COMMENT
LOW	pkg/debug/doc.go	1	// Package debug provides logging of debug information.	COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	internal/config/legacy/io.go	185	// We try to provide a seamless config upgrade path for users of our	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	internal/updater/verify_canary_test.go	14	// This is supposed to act as a canary so we don't forget to roll the key	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	helpers/postrel/main_test.go	24	// TODO: Add test for createMilestones function	COMMENT

gopasspw/gopass

Open-Source Code Quality, Security and Technical Debt Review