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Draft, audit, or minimally revise English- or Chinese-language academic prose to reduce formulaic, vacuous, mechanically repetitive, or process-leaking language while preserving claims, evidence strength, logical relations, manuscript-wide terminology identity, document-level pattern variation, and scholarly register. Use for papers, abstracts, grants, cover letters, and reviewer responses when the user asks to de-AI, humanize, audit AI-like phrasing, or rewrite text without changing meaning. English is primary; Chinese is supported. Not for detector evasion, policy circumvention, pure translation, non-academic copy, or adding facts, citations, examples, or author experiences that the source does not contain.
Claude Skills are markdown + scripts loaded into Claude Code; scanned with the same pipeline.
41 critical findings reported by agent-audit-kit, bearer. The composite score alone does not reflect this — read the per-scanner reports below.
Claude Skills install to a single target — no runtime picker.
nerlo install -- academic-humanizer
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- academic-humanizer ~/.claude/skills/
Install respects the composite badge: Verified proceeds, Caution prompts for confirmation, and Unsafe is refused. Write operations require an API token.
v1.4.0
None of the entry points this scanner reads were found in this artifact. What each scanner covers
0 findings · 0.3s
v2.0.11
40 findings · 13.1s
1 scan on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 12, 2026 | Unsafe | — | agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completebearer: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicable | rejected |
Per-scanner history:
Are you the author and believe a verdict is inaccurate? Appeal this badge.
v0.3.26
40 findings · 11.3s
v2.0.2
9 findings · 34.8s
v0.1.0
0 findings · 4.5s
v0.1.0
0 findings · 4.5s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.1s
| Completed | nerlo-behavioral verdict | Findings | Duration | Status |
|---|---|---|---|---|
| Aug 12, 2026 | Verified100 | 0 | 4.5s | complete |