Strips AI writing patterns from text and rewrites it to sound genuinely human by removing statistical defaults and injecting the specific signals that human writers produce. Use when a draft reads as AI-generated, over-polished, or rhythmically uniform — including blog posts, emails, LinkedIn posts, or any prose that needs to sound like a real person wrote it. Produces a pattern audit, side-by-side comparison, itemised change log, and clean rewritten output ready to paste.
▲No secrets or unsafe code patterns detectedflaggedScanned all files for credentials, private keys, and code-level risks (eval, shell exec, destructive ops)vettd · scan · 8wInfo
▲No scripts/ directoryflaggedConsider bundling reusable scripts for validation and automationvettd · scan · 8wInfo
▲Checklist pattern foundflaggedExplicit checklists help agents track progress in multi-step workflowsvettd · scan · 8wInfo
▲No repository linkflaggedNo repository field found in SKILL.md frontmatter. Skills without a verifiable source repository cannot be externally audited.vettd · scan · 8wInfo
▲Description within character limitflagged477/1024 characters usedvettd · scan · 8wInfo
▲SKILL.md body length is reasonableflagged170 lines (recommended: under 500)vettd · scan · 8wInfo
▲Skill does not specify a licenseflaggedSKILL.md — Skill manifest does not include a 'license' field. Specifying a license helps users understand usage terms.cisco · scan · 8wInfo
Not assessed; no producer has emitted into reliability & quality for this asset. That is different from a check that ran and found nothing, which the record would carry as a row of its own.
+Performance◌ not assessednot assessed0 signalsrecord 5dc7ec04-873d-433f-8124-8f14ad756be0
how it was establishednot assessed; no producer has emitted into this category
Not assessed; no producer has emitted into performance for this asset. That is different from a check that ran and found nothing, which the record would carry as a row of its own.
+Cost◌ not assessednot assessed0 signalsrecord 5dc7ec04-873d-433f-8124-8f14ad756be0
how it was establishednot assessed; no producer has emitted into this category
Not assessed; no producer has emitted into cost for this asset. That is different from a check that ran and found nothing, which the record would carry as a row of its own.
+Compatibility◌ not assessednot assessed0 signalsrecord 5dc7ec04-873d-433f-8124-8f14ad756be0
how it was establishednot assessed; no producer has emitted into this category
Not assessed; no producer has emitted into compatibility for this asset. That is different from a check that ran and found nothing, which the record would carry as a row of its own.
▲No prompt injection or jailbreak signals detectedInfo
▲No external URLs in skill definitionInfo
▲No evaluation test casesInfo
▲SKILL.md presentInfo
▲Step-by-step workflow foundInfo
▲No secrets or unsafe code patterns detectedInfo
▲No scripts/ directoryInfo
▲Checklist pattern foundInfo
▲No repository linkInfo
▲Description within character limitInfo
▲SKILL.md body length is reasonableInfo
▲Skill does not specify a licenseInfo
▲Valid name fieldInfo
▲Description includes usage contextInfo
▲Examples includedInfo
Popularity
●Forks257
●Days since last commit0 days
●Open issues5
●Stars1440
●Watchers9
Characteristics
▪Archivedfalse
‹ › or arrow keys move through 21
Coverage3 of 7 categories assessed · shown
Safety
✓ assessed
assessed as findings and a letter grade, not as signals
Reliability & Quality
△ not assessed
no producer has emitted for this category
Performance
△ not assessed
no producer has emitted for this category
Cost
△ not assessed
no producer has emitted for this category
Compatibility
△ not assessed
no producer has emitted for this category
Popularity
✓ assessed
5 signals recorded
Characteristics
✓ assessed
1 signal recorded
Freshness & re-evaluation
assessed8w ago · Cisco AI Defense · Vettd core○ untracked
source stateThis asset is not yet covered by scheduled change detection.
re-check policyno re-check is scheduled for this assetnot scheduled
re-run whena new release ships, the upstream source changes, or the scanner ruleset is revisednot scheduled
Limitations & open conflicts
limitationReliability & Quality, Performance, Cost, Compatibility are not assessed: behaviour there is unmeasured, not clean△ gap
conflictno two sources report the same quantity on this record
Verify: does this record describe your copy?
What record 5dc7ec04-873d-433f-8124-8f14ad756be0 covers
scannerv9△ superseded by v11
validityassessed 8w ago · Staleness unknown
$vettd scan folder <path>
this record was taken at digest sha256:4250d96b4880… compare it against the digest your own scan prints
Reproduce: re-run the evidence yourself
$vettd scan folder /path/to/your/copy
runs the same scanners against your own copy; the published record is never overwritten
How this record comparesagainst other published records · full comparison →
Signal kinds
▲ finding: something to act on, carries a severity● measurement: a reproducible quantityƒ estimate: inferred from a sample▪ fact: read directly off the artifact◆ classification: assigned from a taxonomy◌ nothing found: a producer looked and emitted no object◇ context only: described, never graded
Custody marks
◐ computed by vettd○ declared by the publisher, as-is△ not assessed: nothing looked
Weigh notes-humanizer against other published skills: the safety grade, its finding counts and each category’s verdict, one row apiece. The full comparison page carries every signal and framework coverage.