1.5

Adjusted Signal

1.5

Raw Pattern Score

100%

Time Factor

2026-10-20

Last Push

28.9K

Stars

Language

162.4K

Lines of Code

486

Files

178

Pattern Hits

2026-10-31

Scan Date

0.01

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 5.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 168 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.2/100 · LOW

Are imports declared and package/API names verified? 8 finding(s).

Agent Over-Engineering Ratio 0.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 2 finding(s).

PR Review Velocity Impact 7.2/100 · LOW

Which changes need focused human review? 178 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 7HIGH 0MEDIUM 1LOW 170

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 178 distinct pattern matches across 5 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 Block167 hits · 167 pts

Severity	File	Line	Snippet	Context
LOW	routers/router.go	861	//share.GET("readme/:id",	COMMENT
LOW	routers/router.go	1321	dav.DELETE(":id",	COMMENT
LOW	routers/controllers/user.go	281	// )	COMMENT
LOW	routers/controllers/user.go	301	// subService = &user.ThemeChose{}	COMMENT
LOW	routers/controllers/webdav.go	61	c.Abort()	COMMENT
LOW	routers/controllers/webdav.go	81	//func DeleteWebDAVMounts(c *gin.Context) {	COMMENT
LOW	routers/controllers/callback.go	101	// queries.Add("code", strconv.Itoa(res.Code))	COMMENT
LOW	routers/controllers/callback.go	121	// queries.Add("err", res.Error)	COMMENT
LOW	routers/controllers/admin.go	301	// service := ParametersFromContext[*admin.HashIDService](c, admin.HashIDParamCtx{})	COMMENT
LOW	routers/controllers/admin.go	321	// }	COMMENT
LOW	routers/controllers/admin.go	341	//	COMMENT
LOW	ent/entity_create.go	401	// OnConflict(	COMMENT
LOW	ent/entity_create.go	961		COMMENT
LOW	ent/group_create.go	341	//	COMMENT
LOW	ent/group_create.go	861	// of the `INSERT` statement. For example:	COMMENT
LOW	ent/metadata_query.go	301	// Count int `json:"count,omitempty"`	COMMENT
LOW	ent/setting_create.go	201	}	COMMENT
LOW	ent/setting_create.go	561	// OnConflict allows configuring the `ON CONFLICT` / `ON DUPLICATE KEY` clause	COMMENT
LOW	ent/entity_query.go	361	opt(query)	COMMENT
LOW	ent/entity_query.go	381	func (eq EntityQuery) GroupBy(field string, fields ...string) EntityGroupBy {	COMMENT
LOW	ent/task_query.go	301	// Count int `json:"count,omitempty"`	COMMENT
LOW	ent/file_query.go	541	fq.withDirectLinks = query	COMMENT
LOW	ent/file_query.go	561	grbuild := &FileGroupBy{build: fq}	COMMENT
LOW	ent/node_create.go	341	for _, k := range nodes {	COMMENT
LOW	ent/node_create.go	901	// // Update the row with the new values	COMMENT
LOW	ent/passkey_query.go	301	// Count int `json:"count,omitempty"`	COMMENT
LOW	ent/oauthgrant_create.go	281	}	COMMENT
LOW	ent/oauthgrant_create.go	681	func (ogcb *OAuthGrantCreateBulk) ExecX(ctx context.Context) {	COMMENT
LOW	ent/share_query.go	321	// the "file" edge. The optional arguments are used to configure the query builder of the edge.	COMMENT
LOW	ent/share_query.go	341	// client.Share.Query().	COMMENT
LOW	ent/passkey.go	21	// ID of the ent.	COMMENT
LOW	ent/davaccount_query.go	301	// Count int `json:"count,omitempty"`	COMMENT
LOW	ent/fsevent_create.go	261	// OnConflict(	COMMENT
LOW	ent/fsevent_create.go	641	// sql.ResolveWithNewValues(),	COMMENT
LOW	ent/task_create.go	321	}	COMMENT
LOW	ent/task_create.go	761		COMMENT
LOW	ent/oauthgrant_query.go	321	func (ogq OAuthGrantQuery) WithClient(opts ...func(OAuthClientQuery)) *OAuthGrantQuery {	COMMENT
LOW	ent/oauthgrant_query.go	341	// GroupBy(oauthgrant.FieldCreatedAt).	COMMENT
LOW	ent/directlink_create.go	261	// ).	COMMENT
LOW	ent/directlink_create.go	661		COMMENT
LOW	ent/group_query.go	321	// the "storage_policies" edge. The optional arguments are used to configure the query builder of the edge.	COMMENT
LOW	ent/group_query.go	341	// client.Group.Query().	COMMENT
LOW	ent/oauthclient_create.go	361	return _node, _spec	COMMENT
LOW	ent/oauthclient_create.go	881	// // Override some of the fields with custom	COMMENT
LOW	ent/share_create.go	361	_node.file_shares = &nodes[0]	COMMENT
LOW	ent/share_create.go	901	// OnConflict allows configuring the `ON CONFLICT` / `ON DUPLICATE KEY` clause	COMMENT
LOW	ent/storagepolicy_create.go	501	// OnConflict(	COMMENT
LOW	ent/storagepolicy_create.go	1241	// client.StoragePolicy.CreateBulk(builders...).	COMMENT
LOW	ent/node_query.go	301	// CreatedAt time.Time `json:"created_at,omitempty"`	COMMENT
LOW	ent/user_query.go	581	}	COMMENT
LOW	ent/user_query.go	601	grbuild.label = user.Label	COMMENT
LOW	ent/user_create.go	641	// // Update the row with the new values	COMMENT
LOW	ent/user_create.go	1221	// OnConflict allows configuring the `ON CONFLICT` / `ON DUPLICATE KEY` clause	COMMENT
LOW	ent/fsevent_query.go	301	// Count int `json:"count,omitempty"`	COMMENT
LOW	ent/setting_query.go	261	// Example:	COMMENT
LOW	ent/setting_query.go	281	// Select allows the selection one or more fields/columns for the given query,	COMMENT
LOW	ent/file_create.go	561	// of the `INSERT` statement. For example:	COMMENT
LOW	ent/file_create.go	1141	// ).	COMMENT
LOW	ent/oauthclient_query.go	301	// CreatedAt time.Time `json:"created_at,omitempty"`	COMMENT
LOW	ent/directlink_query.go	301	// Count int `json:"count,omitempty"`	COMMENT
107 more matches not shown…

Hallucination Indicators7 hits · 70 pts

Severity	File	Line	Snippet	Context
CRITICAL	pkg/filemanager/manager/entity.go	78	if file.OwnerID() != m.user.ID && !m.user.Edges.Group.Permissions.Enabled(int(types.GroupPermissionIsAdmin)) {	CODE
CRITICAL	pkg/filemanager/manager/entity.go	100	reuseExisting := !m.user.Edges.Group.Permissions.Enabled(int(types.GroupPermissionUniqueRedirectDirectLink))	CODE
CRITICAL	pkg/filemanager/fs/dbfs/dbfs.go	432	if target.OwnerID() == f.user.ID \|\| f.user.Edges.Group.Permissions.Enabled(int(types.GroupPermissionIsAdmin)) {	CODE
CRITICAL	pkg/filemanager/fs/dbfs/share_navigator.go	159	if n.user.ID != n.owner.ID && !n.user.Edges.Group.Permissions.Enabled(int(types.GroupPermissionShareDownload)) {	CODE
CRITICAL	pkg/filemanager/fs/dbfs/my_navigator.go	95	if targetUser.Status != user.StatusActive && !n.user.Edges.Group.Permissions.Enabled(int(types.GroupPermissionIsAdmin)	CODE
CRITICAL	pkg/filemanager/fs/dbfs/props.go	26	if target.OwnerID() != f.user.ID && !f.user.Edges.Group.Permissions.Enabled(int(types.GroupPermissionIsAdmin)) {	CODE
CRITICAL	pkg/filemanager/fs/dbfs/manage.go	723	if fileModel.OwnerID != f.user.ID && !f.user.Edges.Group.Permissions.Enabled(int(types.GroupPermissionIsAdmin)) {	CODE

Excessive Try-Catch Wrapping2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	pkg/filemanager/driver/cos/scf.go	34	except Exception as e:	CODE
MEDIUM	pkg/filemanager/driver/cos/scf.go	36	print('Error getting object {} callback url. '.format(key))	CODE

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	pkg/filemanager/eventhub/subscriber.go	181	// TODO: implement event merging logic here	COMMENT

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	service/admin/user_test.go	81	User: &ent.User{Email: "admin@example.com"},	CODE

cloudreve/cloudreve

Open-Source Code Quality, Security and Technical Debt Review