0.9

Adjusted Signal

0.9

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

11.8K

Stars

Language

104.8K

Lines of Code

485

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 2.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 38 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.5/100 · LOW

Are imports declared and package/API names verified? 46 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 0 finding(s).

PR Review Velocity Impact 4.1/100 · LOW

Which changes need focused human review? 84 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 2LOW 82

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 84 distinct pattern matches across 4 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.

Fake / Example Data46 hits · 52 pts

Severity	File	Line	Snippet	Context
LOW	send_conn_test.go	129	require.NoError(t, c.Write([]byte("lorem ipsum"), 0, protocol.ECNUnsupported))	CODE
LOW	send_conn_test.go	134	require.Equal(t, "lorem ipsum", string(b[:n]))	CODE
LOW	packet_unpacker_test.go	108	payload := []byte("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore	CODE
LOW	packet_unpacker_test.go	108	payload := []byte("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore	CODE
LOW	packet_unpacker_test.go	194	payload := []byte("Lorem ipsum dolor sit amet")	CODE
LOW	packet_unpacker_test.go	194	payload := []byte("Lorem ipsum dolor sit amet")	CODE
LOW⚡	qlog/frame_test.go	369	ReasonPhrase: "lorem ipsum",	CODE
LOW⚡	qlog/frame_test.go	376	"reason": "lorem ipsum"	CODE
LOW⚡	qlog/frame_test.go	383	ReasonPhrase: "lorem ipsum",	CODE
LOW⚡	qlog/frame_test.go	390	"reason": "lorem ipsum"	CODE
LOW	internal/wire/new_token_frame_test.go	13	token := "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	internal/wire/new_token_frame_test.go	13	token := "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	internal/wire/new_token_frame_test.go	29	token := "Lorem ipsum dolor sit amet, consectetur adipiscing elit"	CODE
LOW	internal/wire/new_token_frame_test.go	29	token := "Lorem ipsum dolor sit amet, consectetur adipiscing elit"	CODE
LOW	internal/wire/new_token_frame_test.go	42	token := "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	internal/wire/new_token_frame_test.go	42	token := "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW⚡	internal/wire/datagram_frame_test.go	23	data := []byte("Lorem ipsum dolor sit amet")	CODE
LOW⚡	internal/wire/datagram_frame_test.go	23	data := []byte("Lorem ipsum dolor sit amet")	CODE
LOW⚡	internal/wire/datagram_frame_test.go	26	require.Equal(t, []byte("Lorem ipsum dolor sit amet"), frame.Data)	CODE
LOW⚡	internal/wire/datagram_frame_test.go	26	require.Equal(t, []byte("Lorem ipsum dolor sit amet"), frame.Data)	CODE
LOW	internal/wire/datagram_frame_test.go	66	f := &DatagramFrame{Data: []byte("Lorem ipsum")}	CODE
LOW	internal/wire/datagram_frame_test.go	70	expected = append(expected, []byte("Lorem ipsum")...)	CODE
LOW	internal/wire/extended_header_test.go	75	token := []byte("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et	CODE
LOW	internal/wire/extended_header_test.go	75	token := []byte("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et	CODE
LOW	internal/wire/frame_parser_test.go	255	frame: &CryptoFrame{Offset: 0x1337, Data: []byte("lorem ipsum")},	CODE
LOW	internal/handshake/aead_test.go	30	msg := []byte("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore e	CODE
LOW	internal/handshake/aead_test.go	30	msg := []byte("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore e	CODE
LOW	internal/handshake/aead_test.go	52	msg := []byte("Lorem ipsum dolor sit amet")	CODE
LOW	internal/handshake/aead_test.go	52	msg := []byte("Lorem ipsum dolor sit amet")	CODE
LOW	internal/handshake/handshake_fuzz_test.go	368	const plaintext = "Lorem ipsum dolor sit amet, consectetur adipiscing elit."	CODE
LOW	internal/handshake/handshake_fuzz_test.go	368	const plaintext = "Lorem ipsum dolor sit amet, consectetur adipiscing elit."	CODE
LOW	internal/handshake/updatable_aead_test.go	24	msg = "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore ma	CODE
LOW	internal/handshake/updatable_aead_test.go	24	msg = "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore ma	CODE
LOW	internal/handshake/updatable_aead_test.go	191	msg := []byte("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore e	CODE
LOW	internal/handshake/updatable_aead_test.go	191	msg := []byte("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore e	CODE
LOW	internal/handshake/updatable_aead_test.go	212	msg := []byte("Lorem ipsum")	CODE
LOW⚡	integrationtests/self/http_raw_conn_test.go	155	b = append(b, []byte("lorem ipsum dolor sit amet")...)	CODE
LOW⚡	integrationtests/self/http_raw_conn_test.go	155	b = append(b, []byte("lorem ipsum dolor sit amet")...)	CODE
LOW⚡	integrationtests/self/http_raw_conn_test.go	161	require.Equal(t, []byte("lorem ipsum dolor sit amet"), data)	CODE
LOW⚡	integrationtests/self/http_raw_conn_test.go	161	require.Equal(t, []byte("lorem ipsum dolor sit amet"), data)	CODE
LOW	integrationtests/self/stateless_reset_test.go	119	_, serr := str.Write([]byte("Lorem ipsum dolor sit amet."))	CODE
LOW	integrationtests/self/stateless_reset_test.go	119	_, serr := str.Write([]byte("Lorem ipsum dolor sit amet."))	CODE
LOW	http3/response_writer_test.go	116	http.SetCookie(rw, &http.Cookie{Name: "baz", Value: "lorem ipsum"})	CODE
LOW	http3/response_writer_test.go	125	[]string{"foo=bar", `baz="lorem ipsum"`},	CODE
LOW	http3/request_writer_test.go	69	req.AddCookie(&http.Cookie{Name: "baz", Value: "lorem ipsum"})	CODE
LOW	http3/request_writer_test.go	80	require.Equal(t, `foo=bar; baz="lorem ipsum"`, headerFields["cookie"])	CODE

Over-Commented Block35 hits · 35 pts

Severity	File	Line	Snippet	Context
LOW	transport.go	61	// A number of optimizations will be enabled if the connection implements [OOBCapablePacketConn],	COMMENT
LOW	transport.go	81	// Use for generating new connection IDs.	COMMENT
LOW	transport.go	101	// MaxTokenAge is the maximum age of the resumption token presented during the handshake.	COMMENT
LOW	transport.go	121	// implementation of this callback (negating its return value).	COMMENT
LOW	server.go	221	func listenUDP(addr string) (*net.UDPConn, error) {	COMMENT
LOW	interface.go	41		COMMENT
LOW	interface.go	81	// A ConnectionID is a QUIC Connection ID, as defined in RFC 9000.	COMMENT
LOW	interface.go	101	// A length of 0 can only be used when an endpoint doesn't need to multiplex connections during migration.	COMMENT
LOW	interface.go	121	// If the timeout is exceeded, the connection is closed.	COMMENT
LOW	interface.go	141	// will increase the window up to MaxConnectionReceiveWindow.	COMMENT
LOW	interface.go	161	// MaxIncomingUniStreams is the maximum number of concurrent unidirectional streams that a peer is allowed to open.	COMMENT
LOW	interface.go	181	// a "message too long" error at that size fails the handshake instead.	COMMENT
LOW	interface.go	201	type ClientInfo struct {	COMMENT
LOW	connection.go	121	blockModeCongestionLimited	COMMENT
LOW	connection.go	801	// LatestRTT is the last RTT sample observed on the active network path.	COMMENT
LOW	connection.go	821	PacketsSent uint64	COMMENT
LOW	connection.go	3001	}	COMMENT
LOW	send_stream.go	121	}	COMMENT
LOW	mtu_discoverer.go	21	// The algorithm used here is resilient to packet loss of (maxLostMTUProbes - 1) packets.	COMMENT
LOW	mtu_discoverer.go	41	// If 1st probe packet acknowledged:	COMMENT
LOW	mtu_discoverer.go	61	// This means we'll send a packet larger than the first probe packet (which was lost).	COMMENT
LOW	internal/wire/transport_parameters.go	481	b = quicvarint.Append(b, uint64(quicvarint.Len(val)))	COMMENT
LOW	internal/handshake/handshake_fuzz_test.go	101	uint8(0), // postHandshakeTarget	COMMENT
LOW	internal/handshake/updatable_aead_test.go	261	}	COMMENT
LOW	internal/handshake/updatable_aead_test.go	281	// encrypted0 := client.Seal(nil, []byte(msg), 0x42, ad)	COMMENT
LOW	internal/monotime/time.go	1	// Package monotime provides a monotonic time representation that is useful for	COMMENT
LOW	internal/utils/linkedlist/linkedlist.go	1	// Copyright 2009 The Go Authors. All rights reserved.	COMMENT
LOW	internal/protocol/params.go	61		COMMENT
LOW	internal/congestion/cubic.go	101	// TCP-Reno connections on a single loss event. The effective multiplier is	COMMENT
LOW	http3/transport.go	81	// Enable support for HTTP/3 datagrams (RFC 9297).	COMMENT
LOW	http3/server.go	141	// When used by [Server.ListenAndServe] and [Server.ListenAndServeTLS], if empty,	COMMENT
LOW	http3/server.go	161		COMMENT
LOW	http3/server.go	681	}	COMMENT
LOW	http3/request_writer.go	261	if strings.HasPrefix(host, "[") && strings.HasSuffix(host, "]") {	COMMENT
LOW	qlogwriter/writer.go	21	}	COMMENT

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	interface.go	185	// This allows the sending of QUIC packets that fully utilize the available MTU of the path.	COMMENT
MEDIUM	connection.go	2561	// sends enough ACKs to allow its peer to utilize the bandwidth.	COMMENT

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/go-generate.sh	14	# Check if any files were changed	COMMENT

quic-go/quic-go

Open-Source Code Quality, Security and Technical Debt Review