2.7

Adjusted Signal

2.7

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

7.8K

Stars

Language

179.2K

Lines of Code

749

Files

456

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 12.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 439 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.4/100 · LOW

Are imports declared and package/API names verified? 14 finding(s).

Agent Over-Engineering Ratio 0.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 3 finding(s).

PR Review Velocity Impact 12.2/100 · LOW

Which changes need focused human review? 456 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 5LOW 451

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 456 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.

Over-Commented Block412 hits · 412 pts

Severity	File	Line	Snippet	Context
LOW	options.go	41	// References with unusable names are skipped. To diagnose skipped references,	COMMENT
LOW	options.go	61	// remote-tracking branches, notes etc.) and sets up a refspec configuration	COMMENT
LOW	options.go	81	// by default is AllTags.	COMMENT
LOW	options.go	181	RemoteURL string	COMMENT
LOW	options.go	221	TagFollowing = plumbing.TagFollowing	COMMENT
LOW	options.go	241	// each remote branch history.	COMMENT
LOW	options.go	281		COMMENT
LOW	options.go	301	Progress sideband.Progress	COMMENT
LOW	options.go	381	)	COMMENT
LOW	options.go	421		COMMENT
LOW	options.go	441	// SoftReset does not touch the index file or the working tree at all (but	COMMENT
LOW	options.go	521	To plumbing.Hash	COMMENT
LOW	options.go	581		COMMENT
LOW	worktree_fs.go	21	//	COMMENT
LOW	worktree_fs.go	41	// boundary. Two layers apply:	COMMENT
LOW	worktree_fs.go	281	// filesystem. validPath guards the path string. This guards the on-disk	COMMENT
LOW	worktree_fs.go	301	}	COMMENT
LOW	worktree_fs_test.go	361	// TestWorktreeFilesystemRejectsSymlinkTraversal pins the leading-path	COMMENT
LOW	worktree_fs_test.go	1061	}	COMMENT
LOW	worktree_fs_test.go	1161	}	COMMENT
LOW	worktree_fs_test.go	1281	// final-position ".git" and HFS+/NTFS .git-disguise variants on	COMMENT
LOW	remote.go	381	// transport operations.	COMMENT
LOW	remote.go	661	//	COMMENT
LOW	remote.go	681		COMMENT
LOW	remote.go	761	}	COMMENT
LOW	remote.go	1341		COMMENT
LOW	worktree.go	441	if entry.Mode != filemode.Dir {	COMMENT
LOW	worktree.go	681	//	COMMENT
LOW	worktree.go	721	if err := rmFileAndDirsIfEmpty(fs, name); err != nil {	COMMENT
LOW	worktree.go	1001	return w.addIndexFromFile(fs, name, e.Hash, idx)	COMMENT
LOW	worktree.go	1521	}	COMMENT
LOW	blame.go	21	type BlameResult struct {	COMMENT
LOW	doc.go	1	// Package git is a highly extensible git implementation in pure Go.	COMMENT
LOW	repository_test.go	541	//	COMMENT
LOW	submodule.go	181	}	COMMENT
LOW	repository_extensions.go	21	// is using a format version that is not supported.	COMMENT
LOW	worktree_status.go	161	}	COMMENT
LOW	worktree_reset_bench_test.go	1	package git	COMMENT
LOW	status.go	81	Copied StatusCode = 'C'	COMMENT
LOW	repository.go	1021	return string(b), nil	COMMENT
LOW	repository.go	1041	// ref, err := r.Tag("v0.1.0")	COMMENT
LOW	repository.go	1681	//	COMMENT
LOW	worktree_status_bench_test.go	301	// its own .gitignore, the shape of a monorepo in which each package carries	COMMENT
LOW	config/config.go	61	)	COMMENT
LOW	config/config.go	81	// FileMode defines whether the executable bit of working tree files is to be honored.	COMMENT
LOW	config/config.go	161	// e.g. when initializing a new repository or when cloning	COMMENT
LOW	config/config.go	181	ObjectFormat format.ObjectFormat	COMMENT
LOW	config/config.go	201		COMMENT
LOW	config/config.go	221	// Name is the personal name of the author and the committer of a commit.	COMMENT
LOW	config/config.go	1041		COMMENT
LOW	config/branch.go	21	// Remote name of remote to track	COMMENT
LOW	config/modules.go	121	}	COMMENT
LOW	tests/fuzz/ossfuzz_test.go	1	// Package fuzz_test asserts the rules the OSS-Fuzz build imposes on this	COMMENT
LOW	tests/gitcompare/status_bench_test.go	1	// Package gitcompare_test measures go-git against the reference git binary on	COMMENT
LOW	internal/pathutil/path_util.go	41	// dot, so "." finds ".." and "" finds a bare "." — each with the disguises	COMMENT
LOW	internal/pathutil/tree.go	21	// variants — at every position, not just the root.	COMMENT
LOW	internal/pathutil/ntfs.go	1	package pathutil	COMMENT
LOW	internal/transport/v2.go	41	// CommandFunc runs a single Protocol v2 command: it encodes req into the	COMMENT
LOW	internal/transport/v2.go	141	type FetchRound func(args packp.FetchArgs) (out packp.FetchOutput, packReader io.Reader, err error)	COMMENT
LOW	internal/test/gitenv/apple_git.go	21	// check before starting Git. Under concurrent test load this exceeded the git	COMMENT
352 more matches not shown…

Verbosity Indicators13 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	worktree_commit_test.go	970	// Step 1: Write LICENSE	COMMENT
LOW	worktree_commit_test.go	986	// Step 2: Write foo.	COMMENT
LOW	worktree_commit_test.go	1000	// Step 3: Check	COMMENT
LOW	worktree.go	704	// Step 1: delete files removed from the tracked tree.	COMMENT
LOW	worktree.go	726	// Step 2: write files that are in the new index but missing or stale	COMMENT
LOW	worktree.go	776	// Step 3: remove tracked files that are SkipWorktree=true from disk.	COMMENT
LOW	repository_test.go	576	// Step 1: clone the default branch at depth=1.	COMMENT
LOW	repository_test.go	590	// Step 2: fetch the specific commit by hash using "+<hash>:<hash>".	COMMENT
LOW⚡	repository_test.go	602	// Step 3: the commit object MUST now be present in the object store.	COMMENT
LOW⚡	repository_test.go	608	// Step 4: regression 2 — no spurious refs/heads/<sha> must be created.	COMMENT
LOW⚡	repository_test.go	615	// Step 5: the commit must also be resolvable as a revision.	COMMENT
LOW	repository_test.go	626	// Step 6: downstream effect — Worktree.Checkout must also succeed.	COMMENT
LOW	plumbing/format/packfile/encoder.go	177	// We need to check if we already write that object due a cyclic delta chain	COMMENT

Structural Annotation Overuse12 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	worktree_commit_test.go	970	// Step 1: Write LICENSE	COMMENT
LOW	worktree_commit_test.go	986	// Step 2: Write foo.	COMMENT
LOW	worktree_commit_test.go	1000	// Step 3: Check	COMMENT
LOW	worktree.go	704	// Step 1: delete files removed from the tracked tree.	COMMENT
LOW	worktree.go	726	// Step 2: write files that are in the new index but missing or stale	COMMENT
LOW	worktree.go	776	// Step 3: remove tracked files that are SkipWorktree=true from disk.	COMMENT
LOW	repository_test.go	576	// Step 1: clone the default branch at depth=1.	COMMENT
LOW	repository_test.go	590	// Step 2: fetch the specific commit by hash using "+<hash>:<hash>".	COMMENT
LOW⚡	repository_test.go	602	// Step 3: the commit object MUST now be present in the object store.	COMMENT
LOW⚡	repository_test.go	608	// Step 4: regression 2 — no spurious refs/heads/<sha> must be created.	COMMENT
LOW⚡	repository_test.go	615	// Step 5: the commit must also be resolvable as a revision.	COMMENT
LOW	repository_test.go	626	// Step 6: downstream effect — Worktree.Checkout must also succeed.	COMMENT

Fake / Example Data14 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	signer_test.go	42	Name: "John Doe",	CODE
LOW	worktree_status_test.go	131	sig := &object.Signature{Name: "test", Email: "test@test.com"}	CODE
LOW	worktree_test.go	4461	os.WriteFile(filepath.Join(dir, "README"), []byte("placeholder"), 0o644)	CODE
LOW	config/config_test.go	82	s.Equal("John Doe", cfg.User.Name)	CODE
LOW	storage/filesystem/object_test.go	942	err = os.WriteFile(badTarget, []byte("placeholder"), 0o644)	CODE
LOW	plumbing/object/object_test.go	133	Email: "foo@bar.com",	CODE
LOW	plumbing/object/object_test.go	138	Email: "foo@bar.com",	CODE
LOW	plumbing/object/object_test.go	153	Email: "foo@bar.com",	CODE
LOW	plumbing/object/object_test.go	158	Email: "foo@bar.com",	CODE
LOW	_examples/commit/main.go	54	Name: "John Doe",	CODE
LOW	_examples/clone-commit-push/main.go	59	Name: "John Doe",	CODE
LOW	_examples/sha256/main.go	52	Name: "John Doe",	CODE
LOW	_examples/restore/main.go	33	Name: "John Doe",	CODE
LOW	x/plumbing/worktree/worktree_test.go	783	Author: &object.Signature{Name: "Test", Email: "test@test.com", When: time.Now()},	CODE

Decorative Section Separators3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	repository_test.go	762	// ── Build the source repo using PlainInit + Worktree.Commit ──────────	COMMENT
MEDIUM	repository_test.go	797	// ── Clone from the detached-HEAD source ───────────────────────────────	COMMENT
MEDIUM	repository_test.go	809	// ── Verify the cloned repo behaves like `git clone` ──────────────────────	COMMENT

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	internal/server/git/git_test.go	189	// robust against goroutine scheduling skew on shared CI runners.	COMMENT
MEDIUM	plumbing/format/config/decoder_test.go	212	// absolute duration, which is far more robust on a loaded machine than a	COMMENT

go-git/go-git

Open-Source Code Quality, Security and Technical Debt Review