a public repository, read by nittim
blader/humanizer security audit
What nittim read in this repository, and what it found. Public repository, public reading — sourced from its own code and dependency manifests, nothing else.
Agent skill that removes signs of AI-generated writing from text
Python · 63k stars · last push October 28, 2026
blader/humanizer is a Python repository that provides an agent skill designed to remove signs of AI-generated writing from text. The tool processes text to make it appear more natural and human-like by identifying and modifying patterns typical of artificial language generation.
nittim scanned all 13 files in the repository and found no deterministic findings. There were no committed credentials on production paths, no vulnerable runtime dependencies, and no vulnerable packages or advisories to report.
To maintain this state, rescan the repository after making changes to its dependencies or code. If any issues do emerge in future scans, run a dedicated audit to investigate the specific vulnerabilities and determine appropriate remediation steps.
Written from nittim's own scan on November 1, 2026; rescanned when the repository changes.
No verdict. The rule-based check reports hard evidence, or reports that it found none. Neither is a judgment on whether this code is safe to ship.
What was read — rule-based scan
Rule-based checks run on nittim's servers — a secret scanner and a dependency check, no model in the path. The code reached those two and stopped there.
Read 13 of 13 eligible files. Commit 0ef9fe5. 2026-11-01.
What the scanners found
- Committed secrets on production paths
- 0
- Vulnerable runtime dependencies
- 0
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- What did nittim read in blader/humanizer?
- nittim read 13 of 13 eligible files in blader/humanizer. The reading ran on November 1, 2026. It was taken at commit 0ef9fe5.
- Did nittim find committed secrets or vulnerable dependencies in blader/humanizer?
- The rule-based scan found 0 committed secrets and 0 vulnerable dependencies in blader/humanizer. No vulnerable dependency was found by the rule-based scan. A scan that finds nothing has found nothing; it is not a guarantee.
- Is blader/humanizer production ready?
- A free scan is not a verdict. A full audit gives one.
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