Insights

What 1968 skill reviews show

Every number here is computed from our stored assessments at the moment you load the page — including the two sections that count against us. Nothing is a survey, an estimate, or a figure someone maintains by hand.

1968 of 1975 published skills carry a completed FSRS-2.0 review. Mean score 51 / 100. How scoring works →

How the verdicts fall

A directory that recommends everything recommends nothing. This is the actual spread.

  • Strongly recommended4 · 0.2%

    As well evidenced as a documentation review can get, with no uncontrolled major risk; still check your environment and data sensitivity.

  • Recommended262 · 13.3%

    Generally reliable with disclosed limitations; trial as directed and keep a rollback path.

  • Use with care1345 · 68.3%

    Useful, but reliability, evidence or controls still have material gaps.

  • Not recommended353 · 17.9%

    Current benefit does not outweigh risk or uncertainty.

  • Blocked4 · 0.2%

Where skills lose points

Each dimension scored as a percentage of its own maximum, so a 25-point dimension and a 15-point one are comparable. Lowest first — this is where the ecosystem is weakest, not where we mark hardest.

  • Evidence / 1535.2%
  • Verifiability / 1037.7%
  • Reliability / 2039.8%
  • Effectiveness / 1539.9%
  • Convention / 1558.9%
  • Maintenance / 1059.2%
  • Trust / 2559.3%
  • Adaptability / 1561.9%
  • Utility / 2062.0%
  • Usability / 1072.0%
  • Safety / 2573.3%

How sure we are

Every review states its own evidence level. Low means the assessment rests mainly on reading the author's material rather than reproducing behaviour. Publishing this distribution is uncomfortable and it is the point.

  • Medium1 · 0.1%
  • Low1967 · 99.9%

Reviews the upstream has outrun

Each review is pinned to the exact commit it examined. When the repository moves on, the review does not silently follow it.

1248 reviews (63.4%) are now behind their upstream repository. Those profiles say so on the page.

855 reviewed skills (43.4%) come from a verified official publisher; the rest are community repositories.

Mean score by category

 SkillsMean score
Writing & Content23052
Design & Frontend9352
Productivity & Collaboration16251
Data & Analysis17551
Dev & Engineering91451
Automation & Ops25550
Finance & Investment Banking13649
Uncategorised347

Licence coverage

What you are agreeing to when you install one. An unstated licence is not a permissive one.

 SkillsShare
MIT90445.9%
Apache-2.080641.0%
No licence stated19710.0%
AGPL-3.0512.6%
CC-BY-4.050.3%
Other licences30.2%
BSD-3-Clause20.1%