Humanizer
Agent skill that removes signs of AI-generated writing from text
Is Humanizer safe? Promising trust profile, but some evidence still deserves review.
Compare Humanizer
How does it stack up against its Agent Skills neighbours?
Pick any agent to compare →In detail: Humanizer scores 60.9/100 (Grade C), ranked #103 of 384 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; 43% of recent commits are signed; last pushed 2026-11-10. Every point is earned from checkable signals — never paid placement. How scoring works →
How Humanizer could raise its score
Each line changes one public signal and recomputes with the live scoring function. The gains don't add up exactly, because the score is capped near the top.
- Raise the OSSF Scorecard from 5.0 to 9.0lowest checks: Branch-Protection 0, CII-Best-Practices 0, Contributors 0 +8.3 → 69.2 B · #36 of 384
- Sign every commit43% signed today +2.8 → 63.7 C · #74 of 384
Chain of custody
Scanners check what the code says. This traces who ships Humanizer and whether that has changed: from the source repository, through how changes are reviewed and released, to the code you run. These are the checks for OWASP ASI04 Agentic Supply Chain Vulnerabilities and, for skills, AST02 Supply Chain Compromise.
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Source Partly signed
github.com/blader/humanizer, MIT, last pushed 2026-11-10. 43% of the last 100 commits carry a verified signature; the rest can't be tied to a verified identity.
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Review and release Mixed
OpenSSF Scorecard rates the repository's practices 5.0/10 (scanned Nov 8, 2026). The checks that decide who can get a change released:
- Code Review3
- Branch Protection0
- Signed Releases0
- Dangerous Workflow10
- Token Permissions10
- Pinned Dependencies7
All 18 Scorecard checks
Binary-Artifacts 10Branch-Protection 0CI-Tests 8CII-Best-Practices 0Code-Review 3Contributors 0Dangerous-Workflow 10Dependency-Update-Tool 0Fuzzing 0License 10Maintained 10Packaging -1Pinned-Dependencies 7SAST 0Security-Policy 0Signed-Releases 0Token-Permissions 10Vulnerabilities 10 -
Published packages None
No registry package. Humanizer is used from its repository, so what you run is whatever you check out: pin a release tag or commit.
Changes to this chain
- 2026-09-01 OSSF Scorecard: 4.5/10
Evidence behind this score
Coverage C: 2 of 5 independent evidence types found.
- GitHub repository data
- Package downloads (missing)
- Supply-chain checks
- Public actions (missing)
- Community mentions (missing)
Verify this score yourself
Every build re-issues Humanizer’s score as an Ed25519-signed credential, valid for 7 days. You can check it offline against HVTracker’s published key; if anyone changes a number after signing, verification fails.
What this score doesn’t check
It covers who ships the code, not what the code does. It doesn’t read the skill’s instructions for injected instructions, watch runtime behaviour, or find bugs nobody has disclosed yet. For that, run a content scanner before you install it, such as Cisco Skill Scanner.
How Humanizer compares in Agent Skills
- #101 Prd Taskmaster 61.2 +0.3
- #102 NotFair 61.0 +0.1
- #103 Humanizer 60.9 this agent
- #104 Ego Lite 60.5 −0.4
- #105 Styleseed 60.3 −0.6
Bars show each HVTrust score; the tick marks Humanizer’s 60.9.
Where the 60.9 comes from
HVTrust dimensions vs the Agent Skills average
60.9 / 100 · 100.0% confidenceHumanizer Agent Skills average (384 agents)
Quick Trust Read
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
Activity & Reach
Analysis
Activity Inputs
88.7 / 100Common questions about Humanizer
Does Humanizer publish package provenance?
Does Humanizer have an OpenSSF Scorecard?
Is Humanizer actively maintained?
What license does Humanizer use?
Are Humanizer's commits signed?
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
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 signal live
- External deps live
- Tool / plugin surface live
- Package provenance drift live
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.
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.
Reputation Timeline
Signal history
Embed Badge Badge guide for maintainers →
For maintainers
[](https://hvtracker.net/agents/humanizer)
<a href="https://hvtracker.net/agents/humanizer"><img src="https://hvtracker.net/badge/humanizer.svg" alt="HVTrust"></a>
Other agents in Agent Skills
GitHub REST API (repo, commits, stars, forks, license) · OpenSSF Scorecard CLI
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.4 · Raw JSON