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 12.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 237 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

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

PR Review Velocity Impact 13.2/100 · LOW

Which changes need focused human review? 237 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 0LOW 237

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 237 distinct pattern matches across 1 syntactic category. 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 Block237 hits · 222 pts

Severity	File	Line	Snippet	Context
LOW	test/run.sh	1	#!/bin/sh	COMMENT
LOW	test/crypto/base64.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/crypto/url.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/crypto/hash.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/crypto/base32.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/crypto/hex.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/regexp/regexp.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/define/define.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/fileio/fileio.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/ipaddr/prefix.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/ipaddr/addr.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/fuzzy/phonetic.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/fuzzy/translit.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/fuzzy/distance.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/math/math.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/time/duration.test.c	1	// Copyright (c) 2024 Anton Zhiyanov, MIT License	COMMENT
LOW	test/time/time.test.c	1	// Copyright (c) 2024 Anton Zhiyanov, MIT License	COMMENT
LOW	test/text/slice.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/text/extension.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/text/case.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/text/build.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/vsv/extension.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/vsv/reader.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/uuid/uuid.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/stats/variance.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/stats/percentile.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	test/stats/extension.test.c	1	// Copyright (c) 2026 Anton Zhiyanov, MIT License	COMMENT
LOW	src/sqlite3-sqlean.c	1	// Copyright (c) 2023 Anton Zhiyanov, MIT License	COMMENT
LOW	src/sqlean.h	1	// Copyright (c) 2023 Anton Zhiyanov, MIT License	COMMENT
LOW	src/crypto/url.c	1	// Originally by Fränz Friederes, MIT License	COMMENT
LOW	src/crypto/sha2.c	1	// Copyright 2009 The Go Authors, BSD 3-Clause License	COMMENT
LOW	src/crypto/xxhash.h	1	// Copyright (c) 2025 Anton Zhiyanov, MIT License	COMMENT
LOW	src/crypto/xxh3.c	1	// Copyright (c) 2019 Jeff Wendling, BSD 2-Clause License	COMMENT
LOW	src/crypto/extension.c	1	// Copyright (c) 2023 Anton Zhiyanov, MIT License	COMMENT
LOW	src/crypto/base64.h	1	// Copyright (c) 2023 Anton Zhiyanov, MIT License	COMMENT
LOW	src/crypto/base64.h	21		COMMENT
LOW	src/crypto/base85.c	1	// Originally by Fränz Friederes, MIT License	COMMENT
LOW	src/crypto/md5.h	1	// Copyright 2009 The Go Authors, BSD 3-Clause License	COMMENT
LOW	src/crypto/blake3.h	1	// Created by: Peter Tripp (@notpeter), Public Domain	COMMENT
LOW	src/crypto/sha1.c	1	// Copyright 2009 The Go Authors, BSD 3-Clause License	COMMENT
LOW	src/crypto/base32.h	1	// Copyright (c) 2023 Anton Zhiyanov, MIT License	COMMENT
LOW	src/crypto/base32.h	21		COMMENT
LOW	src/crypto/sha2.h	1	// Copyright 2009 The Go Authors, BSD 3-Clause License	COMMENT
LOW	src/crypto/xxhash.c	1	// Copyright (c) 2016 Caleb Spare, MIT License	COMMENT
LOW	src/crypto/common.h	1	// Copyright (c) 2025 Anton Zhiyanov, MIT License	COMMENT
LOW	src/crypto/url.h	1	// Copyright (c) 2023 Anton Zhiyanov, MIT License	COMMENT
LOW	src/crypto/url.h	21		COMMENT
LOW	src/crypto/hex.h	1	// Copyright (c) 2023 Anton Zhiyanov, MIT License	COMMENT
LOW	src/crypto/hex.h	21		COMMENT
LOW	src/crypto/base85.h	1	// Copyright (c) 2023 Anton Zhiyanov, MIT License	COMMENT
LOW	src/crypto/base85.h	21		COMMENT
LOW	src/crypto/sha1.h	1	// Copyright 2009 The Go Authors, BSD 3-Clause License	COMMENT
LOW	src/crypto/blake3.c	1	// Created by: Peter Tripp (@notpeter), Public Domain	COMMENT
LOW	src/crypto/md5.c	1	// Copyright 2009 The Go Authors, BSD 3-Clause License	COMMENT
LOW	src/regexp/extension.c	1	// Copyright (c) 2023 Anton Zhiyanov, MIT License	COMMENT
LOW	src/regexp/regexp.c	1	// Copyright (c) 2023 Anton Zhiyanov, MIT License	COMMENT
LOW	src/regexp/regexp.c	181	*len = to - from;	COMMENT
LOW	src/regexp/constants.h	1	// Copyright (c) 2023 Anton Zhiyanov, MIT License	COMMENT
LOW	src/regexp/regexp.h	1	// Copyright (c) 2023 Anton Zhiyanov, MIT License	COMMENT
LOW	src/regexp/pcre2/config.h	361	/* Enable general extensions on Solaris. */	COMMENT
177 more matches not shown…

nalgeon/sqlean

Open-Source Code Quality, Security and Technical Debt Review