fingerprint-failure-triage
Diagnose Browser Fingerprint Failures
Fingerprint scores often hide which component caused each failure. This skill maps liarjs checks to launch, page, network, or machine sources.
๋ด ์์ด์ ํธ๋ก ์ค์น
์ด ์์ฒญ์ ์์ด์ ํธ์ ๋ณต์ฌํ์ธ์. ๊ณต์ Skill ํ์ด์ง์ ๋งค๋ํ์คํธ๊ฐ ํฌํจ๋์ด ์์ต๋๋ค.
Review the Skillstore skill "fingerprint-failure-triage" from https://skillstore.io/skills/liarjsdev-fingerprint-failure-triage.md and its manifest at https://skillstore.io/api/skills/liarjsdev-fingerprint-failure-triage/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.์์ด์ ํธ๋ ๊ณ์ํด์ ๊ณํ์ ํ์ํ๊ณ ๋ณด์ ์ ์ฑ ์์ ์๊ตฌํ๋ ํ์ธ์ ์์ฒญํด์ผ ํฉ๋๋ค.
์์ด์ ํธ๊ฐ ์ฝ๊ธฐ ์ฌ์ด ๋ฆฌ์์ค
AI ์์ด์ ํธ, ํฌ๋กค๋ฌ, ์คํฌ๋ฆฝํธ๊ฐ ์ ์ฒด ํ์ด์ง ๋์ ์ ๋ฆฌ๋ ์ปจํ ์คํธ๋ง ํ์ํ ๋ ์ด ๋งํฌ๋ฅผ ์ฌ์ฉํ์ธ์.
ํ ์คํธํด ๋ณด๊ธฐ
"fingerprint-failure-triage" ์ฌ์ฉ ์ค์ ๋๋ค. The report fails worker-consistency while main-thread identity checks pass.
์์ ๊ฒฐ๊ณผ:
Source: page-modifying layer. The change reached the main thread but not the separate Web Worker realm. Assign this to the identity modification owner.
"fingerprint-failure-triage" ์ฌ์ฉ ์ค์ ๋๋ค. A proxied datacenter run fails tz but passes browser timezone consistency checks.
์์ ๊ฒฐ๊ณผ:
Source: network path. The exit IP region differs from the browser timezone. This is often inherent to proxied datacenter environments.
"fingerprint-failure-triage" ์ฌ์ฉ ์ค์ ๋๋ค. The new image fails gpu-age, webgpu-empty, and colordepth together.
์์ ๊ฒฐ๊ณผ:
Source: machine image. The failures point to old or software rendering, missing WebGPU adapter details, and a virtual display.
๋ณด์ ๊ฐ์ฌ
์ค๊ฐ ์ํTwo snippets are genuine npx commands that can download and execute a community package. The remaining backtick, reconnaissance, and URL matches are documentation false positives. The skill also provides a specific technique and iterative workflow that can help reduce browser automation detection.
ํ์ธ๋ ๋ณด์ ์ฐ๋ ค ์ฌํญ (1)
๊ธฐ๋ฅ ๊ฒํ ํญ๋ชฉ (2)
์ด ์คํฌ์ ๋ํด ์์๋ ์ ์๋ ์ค์ ๋ก์ปฌ ๊ธฐ๋ฅ์ด๋ฏ๋ก ๊ฒํ ๊ฐ ํ์ํ์ง๋ง, ํ์ธ๋ ์ ์์ ๋์์ผ๋ก๋ ์ง๊ณ๋์ง ์์ต๋๋ค.
์ํ ์์ธ
โ๏ธ ์ธ๋ถ ๋ช ๋ น์ด (19)
๐ ๋คํธ์ํฌ ์ ๊ทผ (1)
์ด ๋ณด๊ณ ์ ๊ณต์ ๋ฐ ์ธ์ฉ
๋ฒ์ ์ด ์ง์ ๋ ํ๊ฐ ๋ณด๊ณ ์, ์ค๋ฆฝ ๋ฐฐ์ง, ์๋ฒ ๋ ์นด๋ ๋ฐ ์ธ์ฉ์ ๊ณต์ ํ์ธ์. Skillstore๋ ๊ทผ๊ฑฐ๋ฅผ ๋ณด๊ณ ํ์ง๋ง ์ด Skill์ ์์ ์ฌ๋ถ๋ฅผ ํ๋จํ์ง ์์ต๋๋ค.
๋ณด๊ณ ์ ๋งํฌ ๋ณต์ฌ
https://skillstore.io/skills/liarjsdev-fingerprint-failure-triage/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown ๋ฐฐ์ง
[](https://skillstore.io/skills/liarjsdev-fingerprint-failure-triage?utm_source=security_passport_badge)HTML ๋ฐฐ์ง
<a href="https://skillstore.io/skills/liarjsdev-fingerprint-failure-triage?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/liarjsdev-fingerprint-failure-triage/security.svg" alt="Skillstore security assessment" loading="lazy"></a>์๋ฒ ๋ ์นด๋
<iframe src="https://skillstore.io/embed/skills/liarjsdev-fingerprint-failure-triage.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>ํ์ ์ธ์ฉ (APA ยท BibTeX ยท CFF)
APA ์ธ์ฉ
liarjsdev. (2026). fingerprint-failure-triage security audit report (audit version 1) [Author version unspecified]. Skillstore. https://skillstore.io/skills/liarjsdev-fingerprint-failure-triage/audits/1BibTeX ์ธ์ฉ
@techreport{liarjsdev-liarjsdev-fingerprint-failure-triage-2026,
author = {liarjsdev},
title = {fingerprint-failure-triage security audit report (audit version 1)},
institution = {Skillstore},
year = {2026},
number = {1},
url = {https://skillstore.io/skills/liarjsdev-fingerprint-failure-triage/audits/1},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "fingerprint-failure-triage security audit report (audit version 1)"
version: "unspecified"
type: report
authors:
- name: "liarjsdev"
date-released: "2026-08-08"
url: "https://skillstore.io/skills/liarjsdev-fingerprint-failure-triage/audits/1"
identifiers:
- type: other
value: "skillstore:liarjsdev-fingerprint-failure-triage:audit:1"
description: "Skillstore immutable audit report identifier"
Skillstore ์ ์
์ด ์ ์์ ์ด์ ์ฆ๊ฑฐ ์ ๋ขฐ๋: ์ค๊ฐ๋ง๋ค ์ ์๋ ๊ฒ
Triage a low fingerprint score
Group failed checks by likely source and identify the responsible component.
Explain one failed check
Translate a check identifier into its measurement, meaning, and likely owner.
Compare build results
Review changed check statuses after one controlled environment update.
์ด ํ๋กฌํํธ๋ฅผ ์ฌ์ฉํด ๋ณด์ธ์
Explain the liarjs check [check id]. State what it measures, the likely source, and whether the result is expected.
Review this liarjs report: [report]. Group failures by source, identify owners, and mark failures inherent to the environment.
Compare these before and after liarjs results: [before] [after]. Explain changed checks and attribute each change to a component.
Analyze this complete liarjs result: [report]. Prioritize shared root causes, use passing checks as evidence, and separate inherent findings from defects.
๋ชจ๋ฒ ์ฌ๋ก
- Provide the full report because passing checks help distinguish possible sources.
- Change one environment variable at a time before rescanning.
- Describe improved results as removed contradictions, not guaranteed site acceptance.
ํผํ๊ธฐ
- Do not investigate only the total score without reviewing check identifiers.
- Do not treat several failures with one source as unrelated defects.
- Do not assume every headless or datacenter failure requires remediation.
์์ฃผ ๋ฌป๋ ์ง๋ฌธ
What input does this skill need?
Can it explain a single check identifier?
Does it fix fingerprint failures?
Does a higher score guarantee website acceptance?
Why include passing checks?
Can it analyze offline scans?
๊ฐ๋ฐ์ ์ธ๋ถ ์ ๋ณด
์์ฑ์
liarjsdev๋ผ์ด์ ์ค
MIT
Skillstore ๋ฆฌ๋น์
r1
๋ฒ์ ์๋ด
์์ฑ์๊ฐ ๋ฒ์ ์ ์ ์ธํ์ง ์์์ต๋๋ค.
๋ฆฌํฌ์งํ ๋ฆฌ
https://github.com/liarjsdev/liarjs-skills/tree/4068c79209753c74f895a4a5a6d117fcde8d94d1/skills/fingerprint-failure-triage์ฐธ์กฐ
9939e94735a710f16446f189eea126372136575b
์ ์ง๋ณด์ ์ต์ ์ฑ
2026. 8. 9.
์ฌ์ฉ๋
0 ๋ค์ด๋ก๋ ยท 0 ์กฐํ
ํ์ผ ๊ตฌ์กฐ