0.1

Adjusted Signal

0.1

Raw Pattern Score

100%

Time Factor

2026-10-16

Last Push

8.2K

Stars

HTML

Language

3.7M

Lines of Code

178.6K

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 0.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 22 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

Are imports declared and package/API names verified? 18 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

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

PR Review Velocity Impact 0.3/100 · LOW

Which changes need focused human review? 41 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 15HIGH 3MEDIUM 18LOW 5

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 41 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.

Hallucination Indicators15 hits · 180 pts

Severity	File	Line	Snippet	Context
CRITICAL	2022/CVE-2022-38129.md	8	A path traversal vulnerability exists in the com.keysight.tentacle.licensing.LicenseManager.addLicenseFile() method in t	CODE
CRITICAL	2022/CVE-2022-3323.md	8	An SQL injection vulnerability in Advantech iView 5.7.04.6469. The specific flaw exists within the ConfigurationServlet	CODE
CRITICAL	2022/CVE-2022-38130.md	8	The com.keysight.tentacle.config.ResourceManager.smsRestoreDatabaseZip() method is used to restore the HSQLDB database u	CODE
CRITICAL	2024/CVE-2024-0799.md	9	An authentication bypass vulnerability exists in Arcserve Unified Data Protection 9.2 and 8.1 in the edge-app-base-webui	CODE
CRITICAL⚡	2024/CVE-2024-7339.md	7	![](https://img.shields.io/static/v1?label=Version&message=1.3.3.20657B180918.D06.U2(4A41T)%20&color=brightgreen)	CODE
CRITICAL⚡	2024/CVE-2024-7339.md	10	![](https://img.shields.io/static/v1?label=Version&message=1.3.4.22966B181219.D00.U1(4A21S)%20&color=brightgreen)	CODE
CRITICAL⚡	2024/CVE-2024-7339.md	12	![](https://img.shields.io/static/v1?label=Version&message=1.3.4.22966B181219.D14.U1(8A41T)%20&color=brightgreen)	CODE
CRITICAL⚡	2024/CVE-2024-7339.md	14	![](https://img.shields.io/static/v1?label=Version&message=1.3.4.22966B181219.D44.U1(16A82T)%20&color=brightgreen)	CODE
CRITICAL⚡	2024/CVE-2024-7339.md	18	![](https://img.shields.io/static/v1?label=Version&message=1.3.4.24513B190218.D00.U1(8A21S)%20&color=brightgreen)	CODE
CRITICAL⚡	2024/CVE-2024-7339.md	20	![](https://img.shields.io/static/v1?label=Version&message=1.3.4.24879B190222.D00.U2(8A21S)%20&color=brightgreen)	CODE
CRITICAL	2024/CVE-2024-39329.md	10	An issue was discovered in Django 5.0 before 5.0.7 and 4.2 before 4.2.14. The django.contrib.auth.backends.ModelBackend.	CODE
CRITICAL	2023/CVE-2023-42000.md	8	Arcserve UDP prior to 9.2 contains a path traversal vulnerability in com.ca.arcflash.ui.server.servlet.FileHandlingServl	CODE
CRITICAL	2023/CVE-2023-3983.md	8	An authenticated SQL injection vulnerability exists in Advantech iView versions prior to v5.7.4 build 6752. An authentic	CODE
CRITICAL	2026/CVE-2026-67920.md	8	An issue in Halo 2.25.4 allows a remote attacker to execute arbitrary code via the run.halo.app.migration.impl.Migration	CODE
CRITICAL	2020/CVE-2020-8908.md	8	A temp directory creation vulnerability exists in all versions of Guava, allowing an attacker with access to the machine	CODE

Modern AI Meta-Vocabulary17 hits · 38 pts

Severity	File	Line	Snippet	Context
MEDIUM	2022/CVE-2022-42003.md	38	- https://github.com/proffesor-for-testing/agentic-qe	CODE
MEDIUM	2024/CVE-2024-6961.md	13	- https://research.jfrog.com/vulnerabilities/guardrails-rail-xxe-jfsa-2024-001035519/	CODE
MEDIUM	2023/CVE-2023-1234.md	111	- https://github.com/dguilliams3/mcp-agentic-security-escalation	CODE
MEDIUM	2015/CVE-2015-3246.md	13	- https://blog.talosintelligence.com/uat-10147-chinese-speaking-adversary-integrates-agentic-ai-into-post-compromise-ope	CODE
MEDIUM	2015/CVE-2015-5287.md	15	- https://blog.talosintelligence.com/uat-10147-chinese-speaking-adversary-integrates-agentic-ai-into-post-compromise-ope	CODE
MEDIUM	2026/CVE-2026-107270.md	13	- https://blog.ostorlab.co/gophish-0121-manual-review-agentic-deep-scan.html	CODE
MEDIUM	2026/CVE-2026-107271.md	13	- https://blog.ostorlab.co/gophish-0121-manual-review-agentic-deep-scan.html	CODE
MEDIUM	2026/CVE-2026-107272.md	13	- https://blog.ostorlab.co/gophish-0121-manual-review-agentic-deep-scan.html	CODE
MEDIUM	2026/CVE-2026-7237.md	2	![](https://img.shields.io/static/v1?label=Product&message=scaffold-mcp&color=blue)	CODE
MEDIUM	2026/CVE-2026-107273.md	13	- https://blog.ostorlab.co/gophish-0121-manual-review-agentic-deep-scan.html	CODE
MEDIUM	2026/CVE-2026-58195.md	2	![](https://img.shields.io/static/v1?label=Product&message=agentic-flow&color=blue)	CODE
MEDIUM⚡	2026/CVE-2026-58195.md	13	- https://github.com/ruvnet/agentic-flow/commit/0c2ec967736a8b6b85832c6bae2a3e74989705ec	CODE
MEDIUM⚡	2026/CVE-2026-58195.md	14	- https://github.com/ruvnet/agentic-flow/issues/169	CODE
MEDIUM⚡	2026/CVE-2026-58195.md	15	- https://github.com/ruvnet/agentic-flow/pull/170	CODE
MEDIUM⚡	2026/CVE-2026-58195.md	16	- https://github.com/ruvnet/agentic-flow/security/advisories/GHSA-vcv2-r9jh-99m5	CODE
MEDIUM	2026/CVE-2026-107269.md	13	- https://blog.ostorlab.co/gophish-0121-manual-review-agentic-deep-scan.html	CODE
MEDIUM	2021/CVE-2021-23758.md	14	- https://blog.talosintelligence.com/uat-10147-chinese-speaking-adversary-integrates-agentic-ai-into-post-compromise-ope	CODE

AI Response Leakage2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	2025/CVE-2025-21701.md	15	In the Linux kernel, the following vulnerability has been resolved:net: avoid race between device unregistration and eth	CODE
HIGH	2024/CVE-2024-44972.md	9	In the Linux kernel, the following vulnerability has been resolved:btrfs: do not clear page dirty inside extent_write_lo	CODE

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	2021/CVE-2021-21430.md	8	OpenAPI Generator allows generation of API client libraries (SDK generation), server stubs, documentation and configurat	CODE

Decorative Section Separators1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	2025/CVE-2025-39703.md	15	In the Linux kernel, the following vulnerability has been resolved:net, hsr: reject HSR frame if skb can't hold tagRecei	CODE

Hyper-Verbose Identifiers2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	2017/CVE-2017-13727.md	8	There is a reachable assertion abort in the function TIFFWriteDirectoryTagSubifd() in LibTIFF 4.0.8, related to tif_dirw	CODE
LOW	2026/CVE-2026-40585.md	8	blueprintUE is a tool to help Unreal Engine developers. Prior to 4.2.0, when a password reset is initiated, a 128-charac	CODE

Unused Imports2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	summary_html/generate_summary_json.py	4		CODE
LOW	summary_html/generate_summary_json.py	5		CODE

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	2021/CVE-2021-24694.md	8	The Simple Download Monitor WordPress plugin before 3.9.11 could allow users with a role as low as Contributor to perfor	CODE

trickest/cve

Open-Source Code Quality, Security and Technical Debt Review