Trust center

Keep evidence, judgment, and uncertainty visible

SkillSignal is not a security certifier. Our job is to trace sources, separate evidence, publish methods and limits, and show users what to inspect next.

Evidence types
5
Security certification
No
Corrections
Public

Evidence model

Five evidence types answer different questions

More evidence is not automatically better. It should be independent, methodical, and never presented as a different evidence type.

Source

What does the pinned source say?

Computed

What do deterministic rules observe?

Tested

What happened in a documented environment?

Editorial

What decision and trade-off does an editor see?

Feedback

What did maintainers or users report?

What we do

Trace, label, explain, and correct

Canonical identity

Resolve owner, repository, path, aliases, and duplicate sources before creating a canonical entity.

Pinned provenance

Keep source path, commit, license, collection time, and owner context visible.

Explainable calculations

Publish the components behind quality and ranking signals.

Visible limits

State what static checks, tests, and editorial reviews cannot prove.

Corrections

Provide a public route to report factual, attribution, or source errors.

Lifecycle

Move stale, deprecated, redirected, or unsafe entities out of active discovery.

Claims we can make

  • A specific source file existed at a recorded commit.
  • Configured static rules detected visible patterns.
  • A documented test produced a result within its scope.
  • An editorial page was reviewed on a visible date.

Claims we do not make

  • A Skill is universally safe or secure.
  • Repository popularity proves an individual Skill is effective.
  • One successful test proves all environments will work.
  • Source ownership alone makes every instruction official or correct.