Is Humanizer safe to use?

Humanizer has an HVTrust score of 58.2/100 (Grade C), ranked #123 of 351 tracked AI agent projects. This score reflects verifiable supply-chain integrity, transparency, maintenance, and adoption signals.

What is the trust score for Humanizer?

Humanizer scores 58.2/100 on HVTracker's evidence-weighted HVTrust scale. It has 52.1k GitHub stars and is categorized under Agent Skills.

Humanizer

blader/humanizer

Agent skill that removes signs of AI-generated writing from text

Agent Skills Python Listed MIT

Is Humanizer safe? Promising trust profile, but some evidence still deserves review.

OSSF Scorecard 5.0 / 10

Provenance None

Signed commits 36%

Last push 20d ago

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In detail: Humanizer scores 58.2/100 (Grade C), ranked #123 of 351 tracked open-source AI agent projects, on evidence coverage C (2 of 5 independent signal types). The public evidence: no package-provenance attestation found; OSSF Scorecard rates its supply-chain practices 5.0/10; 36% of recent commits are signed; last pushed 2026-09-06. Every point is earned from checkable signals — never paid placement. How scoring works →

How Humanizer compares in Agent Skills

Bars show each HVTrust score; the tick marks Humanizer’s 58.2.

Where the 58.2 comes from

HVTrust dimensions vs the Agent Skills average

58.2 / 100 · 100.0% confidence

Humanizer Agent Skills average (351 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits

8.1 / 25

in line with avg 8.1

Identity / Provenance60% listing status · 40% build provenance

10.8 / 18

0.6 below avg 11.4

Transparency50% declared license · 50% OSSF Scorecard

12.8 / 17

0.6 above avg 12.2

Maintenance60% last-push freshness · 40% commit activity

15.5 / 20

1.3 above avg 14.2

AdoptionLog-scaled stars · package downloads

11.3 / 20

2.3 above avg 9.0

Quick Trust Read

What Would Improve It

Publish package provenance or release attestations for stronger supply-chain evidence.

Recent Changes

2026-09-25

Rank Moved

Rank dropped 10 spots (#113 → #123)

2026-09-23

Tool Surface Changed

Detected tool/plugin surface changed: none → declared

2026-09-23

Provider Added

Runtime surface grew — new detected provider dependency: Anthropic

Maintainer Checklist

Raise Scorecard signals Current OSSF Scorecard is 5.0/10. Tighten the weakest checks to improve public safety evidence.

Publish provenance Add package provenance or release attestations so users can verify where shipped artifacts came from.

Increase signed commits Raise the share of verified-signed commits to make maintainer identity and release history easier to trust.

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82.5

Activity sub-score · out of 100

#123

In Agent Skills

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade C reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Evidence coverage C is separate — it grades how many independent signal types back the score (2 of 5), so a high score on thin evidence stays visible. Full methodology →

Rank Trend

2026-08-11 2026-09-26

Activity & Reach

Stars

52.1k

Forks

4.2k

Last Push

2026-09-06

20 days ago

Commits (4 wk)

Downloads (7d)

—

HN mentions (30d)

—

Open Issues

Rank Change

was #123

Analysis

Activity Inputs

82.5 / 100

StarsRepository reach

28.3 / 30

FreshnessLast push recency

22.2 / 25

ActivityRecent commits

15.0 / 25

CommunityFork signal

16.8 / 20

Supply Chain Trust

Package Provenance

None

No package attestations found

OSSF Scorecard

5.0 / 10

OpenSSF Scorecard · scanned Sep 24, 2026

Signed Commits

36%

of last 100 commits verified

Binary-Artifacts 10

Branch-Protection 0

CI-Tests 2

CII-Best-Practices 0

Code-Review 5

Contributors 0

Dangerous-Workflow 10

Dependency-Update-Tool 0

Fuzzing 0

License 10

Maintained 10

Packaging -1

Pinned-Dependencies 7

SAST 0

Security-Policy 0

Signed-Releases 0

Token-Permissions 10

Vulnerabilities 10

Common questions about Humanizer

Humanizer has a mixed signal profile. Some trust indicators are present, others are missing. Whether it is safe for your use case depends on which gaps matter to you — review the breakdown below before adopting in production.

Does Humanizer publish package provenance?

No published build provenance is currently detected for Humanizer. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.

Does Humanizer have an OpenSSF Scorecard?

Humanizer has an OpenSSF Scorecard score of 5.0/10. The Scorecard checks for branch protection, signed releases, dependency updates, fuzzing, code review, and other supply-chain hygiene items. See the full check breakdown on this page.

Is Humanizer actively maintained?

Maintained. Last push was 20 days ago.

What license does Humanizer use?

Humanizer ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.

Are Humanizer's commits signed?

36% of the last 100 commits to Humanizer are verified-signed (GPG, SSH, S/MIME, or GitHub's signing flow). Signed commits help confirm that code was authored by who the commit claims.

Not a safety endorsement. HVTracker describes what public signals show, not whether a project is safe for your use case. Run your own security review before adopting in production.

AI agent surface

MCP, providers, tool surface

Scored in HVTrust

These runtime-trust fields — detected from public repo docs and manifests — contribute a bounded adjustment to this project's HVTrust score alongside supply-chain evidence. The exact values each field can add or subtract are documented in the methodology → Compare this surface across every listed agent in the capability matrix →

MCP Server Support

None detected

No MCP server signal detected.

Detailed evidence is not shown in the public view.

External Service Dependencies

medium confidence

1 detected

Public provider/service dependencies detected.

Anthropic

Credential signal: No explicit API-key/config marker detected.

Tool / Plugin Surface

high confidence

Declared

Declared plugin/integration surface detected.

Detailed evidence is not shown in the public view.

Package Provenance Drift

N/A

No package source configured

Detailed evidence is not shown in the public view.

MCP signal live
External deps live
Tool / plugin surface live
Package provenance drift live

How this surface has changed

Detected changes to Humanizer's runtime surface and supply-chain posture, from daily public-signal snapshots. A change here means our detectors see something different — a genuinely changed capability, or better evidence of an existing one.

2026-09-23

Tool Surface Changed

Detected tool/plugin surface changed: none → declared

2026-09-23

Provider Added

Runtime surface grew — new detected provider dependency: Anthropic

Maintain Humanizer?

For maintainers

HVTrust scores Humanizer from public signals only — we never contact maintainers first. If a signal is wrong, stale, or missing (provenance you publish, a Scorecard you run, signed releases), tell us and we'll review it. Corrections are public and tracked on GitHub.

Submit a correction → Add the trust badge

Reputation Timeline

Signal history

2026-09-25

Rank Moved

Rank dropped 10 spots (#113 → #123)

2026-09-23

Tool Surface Changed

Detected tool/plugin surface changed: none → declared

2026-09-23

Provider Added

Runtime surface grew — new detected provider dependency: Anthropic

2026-09-23

Grade Changed

Trust grade D → C

2026-09-23

Rank Moved

Rank dropped 61 spots (#49 → #110)

2026-09-23

HVTrust Changed

HVTrust up 10.2pts (48.3 → 58.5)

2026-09-22

Newly Listed

First tracked at rank #49

2026-09-21

Removed From Active Tracking

Removed from active tracking

2026-09-06

Rank Moved

Rank rose 27 spots (#98 → #71)

2026-09-06

Activity Score Changed

Activity score up 8pts (80 → 88)

2026-09-05

Rank Moved

Rank dropped 17 spots (#81 → #98)

2026-09-01

Scorecard Added

OSSF Scorecard: 4.5/10

2026-09-01

Grade Changed

Trust grade D → C

2026-09-01

Rank Moved

Rank rose 180 spots (#257 → #77)

2026-09-01

HVTrust Changed

HVTrust up 33.5pts (23.8 → 57.3)

2026-08-31

Rank Moved

Rank dropped 13 spots (#244 → #257)

2026-08-30

Rank Moved

Rank dropped 29 spots (#215 → #244)

2026-08-29

Rank Moved

Rank dropped 30 spots (#185 → #215)

2026-08-28

Rank Moved

Rank dropped 24 spots (#161 → #185)

2026-08-27

Rank Moved

Rank dropped 19 spots (#142 → #161)

2026-08-26

Rank Moved

Rank dropped 78 spots (#64 → #142)

2026-08-17

Rank Moved

Rank rose 27 spots (#97 → #70)

2026-08-17

Activity Score Changed

Activity score up 9pts (74 → 83)

2026-08-11

Newly Listed

First tracked at rank #86

GitHub →

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Other agents in Agent Skills

Data sources
GitHub REST API (repo, commits, stars, forks, license) · OpenSSF Scorecard CLI
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.3 · Raw JSON