2.9

Adjusted Signal

2.9

Raw Pattern Score

100%

Time Factor

2026-10-21

Last Push

25.0K

Stars

Language

135.1K

Lines of Code

612

Files

214

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 11.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 202 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.1/100 · LOW

Are imports declared and package/API names verified? 12 finding(s).

Agent Over-Engineering Ratio 0.1/100 · LOW

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

PR Review Velocity Impact 14.0/100 · LOW

Which changes need focused human review? 214 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 5HIGH 0MEDIUM 74LOW 135

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 214 distinct pattern matches across 8 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.

AI Slop Vocabulary73 hits · 201 pts

Severity	File	Line	Snippet	Context
MEDIUM	cmd/dlv/dlv_test.go	185	// Give delve some time to compile and write the binary.	COMMENT
MEDIUM	cmd/dlv/dlv_test.go	211	// Sometimes delve on Windows can't remove the built binary before	COMMENT
MEDIUM	cmd/dlv/dlv_test.go	213	// See: https://travis-ci.com/go-delve/delve/jobs/296325131.	COMMENT
MEDIUM	cmd/dlv/dlv_test.go	1882	// Check that when delve is run twice in the same directory simultaneously	COMMENT
MEDIUM	cmd/dlv/cmds/commands.go	400	// -c is unused and exists so delve can be used with coredumpctl	COMMENT
MEDIUM	cmd/dlv/cmds/commands.go	1007	// so SIGINT gets sent to the debuggee and not to delve.	COMMENT
MEDIUM	cmd/dlv/cmds/commands.go	1013	// as SIGINT to delve. Ignore it instead of stopping the server	COMMENT
MEDIUM	.github/ISSUE_TEMPLATE/issue_template.yml	27	If this is about source listing not showing up (or breakpoints not being accepted) while running in a container	CODE
MEDIUM	service/test/integration2_test.go	2576	// See https://github.com/go-delve/delve/issues/2259	COMMENT
MEDIUM	service/rpccommon/server.go	28	//go:generate go run github.com/go-delve/build-tools/cmd/gen-suitablemethods@latest suitablemethods	COMMENT
MEDIUM	service/rpccommon/server.go	365	// GetVersion returns the version of delve as well as the API version	COMMENT
MEDIUM	service/rpccommon/suitablemethods.go	1	// DO NOT EDIT: auto-generated using github.com/go-delve/build-tools/cmd/gen-suitablemethods	COMMENT
MEDIUM	service/api/prettyprint.go	520	// See https://ci.appveyor.com/project/derekparker/delve-facy3/builds/30179356.	COMMENT
MEDIUM	service/rpc2/server.go	282	// `debugger.CreateBreakpoint` here: https://pkg.go.dev/github.com/go-delve/delve/service/debugger#Debugger.CreateBreakp	COMMENT
MEDIUM	service/rpc2/server.go	580	// See https://github.com/go-delve/delve/blob/master/Documentation/cli/expr.md	COMMENT
MEDIUM	service/rpc2/client.go	290	// https://pkg.go.dev/github.com/go-delve/delve/service/debugger#Debugger.CreateBreakpoint	COMMENT
MEDIUM	service/dap/handles.go	22	// https://github.com/go-delve/delve/blob/master/Documentation/api/ClientHowto.md#loading-more-of-a-variable	COMMENT
MEDIUM	service/dap/server.go	2	// This allows delve to communicate with frontends using DAP	COMMENT
MEDIUM	service/dap/server.go	912	/TODO/ s.sendUnsupportedErrorResponse(request.Request) // https://github.com/go-delve/delve/issues/2851	COMMENT
MEDIUM	service/dap/server.go	3144	// https://github.com/go-delve/delve/blob/master/Documentation/api/ClientHowto.md#looking-into-variables.	COMMENT
MEDIUM	service/dap/server.go	4486	// Filter out internal delve breakpoints (panic, fatal, hardcoded, etc.)	COMMENT
MEDIUM	service/dap/server.go	4325	Unable to propagate EXC_BAD_ACCESS signal to target process and panic (see https://github.com/go-delve/delve/issues/852)	CODE
MEDIUM	service/dap/types.go	210	// https://github.com/go-delve/delve/blob/master/Documentation/cli/README.md#goroutines	COMMENT
MEDIUM	service/dap/server_test.go	632	// TODO(polina): once https://github.com/go-delve/delve/issues/2259 is	COMMENT
MEDIUM	service/dap/server_test.go	4096	t.Skip("test skipped on Windows, see https://delve.teamcity.com/project/Delve_windows for details")	CODE
MEDIUM	service/dap/server_test.go	4422	// TestEvaluateEscapeStrings reproduces https://github.com/go-delve/delve/issues/4245.	COMMENT
MEDIUM	service/dap/server_test.go	6451	t.Skip("test skipped on Windows, see https://delve.teamcity.com/project/Delve_windows for details")	CODE
MEDIUM	service/dap/daptest/client.go	5	//go:generate go run github.com/go-delve/build-tools/cmd/gen-daptest@latest -o ./resp.go	COMMENT
MEDIUM	service/dap/daptest/client.go	660	// KnownEvent passes decode checks, but delve has no 'case' to	COMMENT
MEDIUM	service/dap/daptest/client.go	662	// added to go-dap, but not to delve.	COMMENT
MEDIUM	.teamcity/pom.xml	25	<url>https://delve.teamcity.com/app/dsl-plugins-repository</url>	CODE
MEDIUM	pkg/proc/proc_amd64_test.go	82	// Fixes issue https://github.com/go-delve/delve/issues/2985	COMMENT
MEDIUM	pkg/proc/target_exec.go	1737	// in delve to support breakpoints in cgo.	COMMENT
MEDIUM	pkg/proc/bininfo.go	89	// github.com/go-delve/delve	COMMENT
MEDIUM	pkg/proc/bininfo.go	90	// will map to 'delve' because it ends in '/delve'.	COMMENT
MEDIUM	pkg/proc/bininfo.go	1708	// Previous versions of delve looked for the build id in every debug info	COMMENT
MEDIUM	pkg/proc/bininfo.go	1715	// Previous versions of delve looked for the executable filename (with	COMMENT
MEDIUM	pkg/proc/bininfo.go	2006	// This is a bit arcane. Essentially:	COMMENT
MEDIUM	pkg/proc/bininfo.go	2395	// See also https://github.com/go-delve/delve/issues/3797	COMMENT
MEDIUM	pkg/proc/variables.go	177	// When this happens delve will have to scan many empty buckets to find the	COMMENT
MEDIUM	pkg/proc/variables.go	182	// Since there is no good way for a user of delve to specify the value of	COMMENT
MEDIUM	pkg/proc/ppc64le_disasm.go	34	// address, Teach delve to recognize this sequence to appropriately adjust PC address so that the breakpoint is actuall	COMMENT
MEDIUM	pkg/proc/proc_test.go	695	skipOn(t, "broken - see https://github.com/go-delve/delve/issues/3158", "darwin", "amd64")	CODE
MEDIUM	pkg/proc/proc_test.go	1838	// See: https://github.com/go-delve/delve/pull/2082	COMMENT
MEDIUM	pkg/proc/proc_test.go	4977	// https://github.com/go-delve/delve/issues/2346	COMMENT
MEDIUM	pkg/proc/proc_test.go	4997	skipOn(t, "see https://github.com/go-delve/delve/issues/2768", "windows")	CODE
MEDIUM	pkg/proc/proc_test.go	5051	skipOn(t, "see https://github.com/go-delve/delve/issues/2768", "windows")	CODE
MEDIUM	pkg/proc/proc_test.go	5174	skipOn(t, "see https://github.com/go-delve/delve/issues/2768", "windows")	CODE
MEDIUM	pkg/proc/proc_test.go	5961	skipOn(t, "see https://github.com/go-delve/delve/issues/2768", "windows")	CODE
MEDIUM	pkg/proc/proc_test.go	5995	skipOn(t, "see https://github.com/go-delve/delve/issues/2768", "windows")	CODE
MEDIUM	pkg/proc/proc_test.go	6035	skipOn(t, "see https://github.com/go-delve/delve/issues/2768", "windows")	CODE
MEDIUM	pkg/proc/proc_unix_test.go	37	// SIGINT directed at the inferior should be passed along not swallowed by delve	COMMENT
MEDIUM	pkg/proc/breakpoints.go	122	// BreakpointKind determines the behavior of delve when the	COMMENT
MEDIUM	pkg/proc/fncall.go	670	// See: https://github.com/go-delve/delve/pull/2451#discussion_r665761531	COMMENT
MEDIUM	pkg/proc/fncall.go	878	// See https://github.com/go-delve/delve/issues/2985 and	COMMENT
MEDIUM	pkg/proc/eval.go	563	// See https://github.com/go-delve/delve/issues/2049 for details	COMMENT
MEDIUM	pkg/proc/core/core_test.go	685	t.Fatalf("issue #3591: main.mod_map frame SP mismatch: delve=%#x runtime=%#x (see panic.txt in test temp dir pattern)"	CODE
MEDIUM	pkg/proc/native/dump_linux.go	51	// pure PFN range, see https://github.com/go-delve/delve/issues/2630	COMMENT
MEDIUM	pkg/proc/native/ptrace_linux_386.go	31	// ignore ENODEV, it just means this CPU or kernel doesn't support XSTATE, see https://github.com/go-delve/delve/issu	COMMENT
MEDIUM	pkg/proc/native/ptrace_linux_amd64.go	30	// ignore ENODEV, it just means this CPU or kernel doesn't support XSTATE, see https://github.com/go-delve/delve/issu	COMMENT
13 more matches not shown…

Over-Commented Block124 hits · 124 pts

Severity	File	Line	Snippet	Context
LOW	cmd/dlv/cmds/helphelpers/help.go	1	package helphelpers	COMMENT
LOW	_scripts/rtype.go	1	// This script checks that the Go runtime hasn't changed in ways that Delve	COMMENT
LOW	_scripts/rtype.go	21	// // +rtype -field S.F T	COMMENT
LOW	_scripts/rtype.go	41	// and check that type T has the specified fields.	COMMENT
LOW	service/client.go	141	// AttachedToExistingProcess returns whether we attached to a running process or not	COMMENT
LOW	service/debugger/debugger.go	101	// only when launching a new process.	COMMENT
LOW	service/debugger/debugger.go	661	// CreateBreakpoint creates a breakpoint using information from the provided `requestedBp`.	COMMENT
LOW	service/debugger/debugger.go	681	// corresponding to all specified addresses.	COMMENT
LOW	service/api/types.go	21	type DebuggerState struct {	COMMENT
LOW	service/api/types.go	41	// NextInProgress indicates that a next or step operation was interrupted by another breakpoint	COMMENT
LOW	service/api/types.go	81	type Breakpoint struct {	COMMENT
LOW	service/api/types.go	341	// contents.	COMMENT
LOW	service/api/types.go	461		COMMENT
LOW	service/rpc2/server.go	681	Groups []api.GoroutineGroup	COMMENT
LOW	service/rpc2/server.go	701	//	COMMENT
LOW	service/dap/server.go	41	"github.com/go-delve/delve/pkg/proc"	COMMENT
LOW	service/dap/server.go	61	// signal that can come from an OS interrupt (such as Ctrl-C) or	COMMENT
LOW	service/dap/server.go	81	// goroutines here because the dap server does not support	COMMENT
LOW	service/dap/server.go	181		COMMENT
LOW	service/dap/server.go	281	}	COMMENT
LOW	service/dap/server.go	301	ShowRegisters bool `cfgName:"showRegisters"`	COMMENT
LOW	service/dap/server.go	361	// DefaultLoadConfig controls how variables are loaded from the target's memory.	COMMENT
LOW	service/dap/server.go	401	// stringify complex data conveniently.	COMMENT
LOW	service/dap/server.go	541	gobuild.Remove(s.binaryToRemove)	COMMENT
LOW	service/dap/server.go	561	// client, this is used as a signal to stop the entire server.	COMMENT
LOW	service/dap/server.go	761	// --1-- Return a dummy response or an error right away.	COMMENT
LOW	service/dap/server.go	2161	// attribute unknown functions to the runtime	COMMENT
LOW	service/dap/server.go	3441	if _, err := parser.ParseExpr(expr); err != nil {	COMMENT
LOW	service/dap/server.go	3681	//	COMMENT
LOW	service/dap/server.go	4021	}	COMMENT
LOW	service/dap/server.go	4041	// 0x0008 instruction (func2)	COMMENT
LOW	service/dap/types.go	21	// same args as above	COMMENT
LOW	service/dap/types.go	61	defaultAttachConfig = AttachConfig{	COMMENT
LOW	service/dap/types.go	81	// to debug in `exec` mode.	COMMENT
LOW	service/dap/types.go	101	Cwd string `json:"cwd,omitempty"`	COMMENT
LOW	service/dap/types.go	121	Output string `json:"output,omitempty"`	COMMENT
LOW	service/dap/types.go	141	// using Delve's working directory will use this new directory.	COMMENT
LOW	service/dap/types.go	201	// in the variables pane or not.	COMMENT
LOW	service/dap/types.go	221	// running remote debugging, or debugging an executable compiled externally.	COMMENT
LOW	service/dap/types.go	281		COMMENT
LOW	service/dap/server_test.go	361	<-serverStopped	COMMENT
LOW	service/dap/server_test.go	381	// : 6 >> threads	COMMENT
LOW	service/dap/server_test.go	1861	// reflect.Kind == Int32 - see testvariables2	COMMENT
LOW	service/dap/server_test.go	2101	// reflect.Kind == Bool - see testvariables	COMMENT
LOW	service/dap/server_test.go	5821	// execution. Otherwise, a continue will be issued and the	COMMENT
LOW	_fixtures/cgostacktest/hello.c	1	#include <stdio.h>	COMMENT
LOW	_fixtures/testvariablescgo/test.c	1	#include <stdlib.h>	COMMENT
LOW	pkg/proc/arm64_arch.go	61	func arm64FixFrameUnwindContext(fctxt frame.FrameContext, pc uint64, bi BinaryInfo) *frame.FrameContext {	COMMENT
LOW	pkg/proc/amd64_arch.go	61	// - sp is cfa	COMMENT
LOW	pkg/proc/mapiter.go	341	//	COMMENT
LOW	pkg/proc/scope_test.go	41	}	COMMENT
LOW	pkg/proc/target_exec.go	521	return grp.StepInstruction(false)	COMMENT
LOW	pkg/proc/target_exec.go	681	dbp.StopReason = StopNextFinished	COMMENT
LOW	pkg/proc/target_exec.go	701	// and condition checking that we remain on the same goroutine	COMMENT
LOW	pkg/proc/arch.go	41	RegistersToDwarfRegisters func(uint64, Registers) *op.DwarfRegisters	COMMENT
LOW	pkg/proc/ppc64le_arch.go	201	// For a detailed description of how this works read the long comment at	COMMENT
LOW	pkg/proc/bininfo.go	421	}	COMMENT
LOW	pkg/proc/bininfo.go	1861	return nil	COMMENT
LOW	pkg/proc/variables.go	61	)	COMMENT
LOW	pkg/proc/variables.go	81	VariableReturnArgument	COMMENT
64 more matches not shown…

Hallucination Indicators5 hits · 50 pts

Severity	File	Line	Snippet	Context
CRITICAL	pkg/proc/target_exec.go	800	if !backward && !topframe.Current.Fn.cu.image.Stripped() {	CODE
CRITICAL	pkg/proc/target_exec.go	1080	if topframe.Call.Fn == nil \|\| topframe.Call.Fn.cu.image.Stripped() {	CODE
CRITICAL	pkg/proc/target_exec.go	1089	dwarfTree, err := topframe.Current.Fn.cu.image.getDwarfTree(topframe.Current.Fn.offset)	CODE
CRITICAL	pkg/proc/stack.go	417	r.Call.File, r.Call.Line = r.Current.Fn.cu.lineInfo.PCToLine(r.Current.Fn.Entry, it.pc-1)	CODE
CRITICAL	pkg/proc/stack.go	507	dwarfTree, err := frame.Call.Fn.cu.image.getDwarfTree(frame.Call.Fn.offset)	CODE

Fake / Example Data7 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	cmd/dlv/dlv_test.go	1104	Street: "123 Main St",	CODE
LOW	cmd/dlv/dlv_test.go	1109	Street: "123 Main St",	CODE
LOW	_fixtures/issue1598.go	9	return `Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut	CODE
LOW	_fixtures/issue1598.go	9	return `Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut	CODE
LOW	_fixtures/traceverb.go	48	Street: "123 Main St",	CODE
LOW	pkg/terminal/command_test.go	1071	if !strings.Contains(r, "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut	CODE
LOW	pkg/terminal/command_test.go	1071	if !strings.Contains(r, "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	_scripts/gencert.sh	13	# Create the certificate template	COMMENT

Hyper-Verbose Identifiers2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	Documentation/cli/starlark.md	171	def command_goroutine_start_line(args):	CODE
LOW	Documentation/cli/starlark.md	239	def command_switch_to_main_goroutine(args):	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	_scripts/gencert.sh	3	# Check if the certificate is already present in the system keychain	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	pkg/debugdetect/doc.go	8	// Example usage:	COMMENT

go-delve/delve

Open-Source Code Quality, Security and Technical Debt Review