Organization assessment

Community reach

How inspect.software measures an organization's community reach — followers and portfolio-wide stars on logarithmic scales. 30% of the organization index.

Methodology v1.13.0Updated 2026-07-13

Community reach measures an organization's traction: the audience that follows it and the attention its portfolio has earned. Reach matters for the same reason a repository's popularity does — widely watched software has more eyes available to notice problems — aggregated to the level of the steward.

  • Assessment: organization, Activity & Reach category (40% within category)
  • Weight in organization overall: 30%
  • Metric key: community_reach

How the value is computed

ComponentWeightCriteria
Followers50log-scaled; ~1,000 saturates
Stars across repositories50summed over the sampled portfolio, log-scaled; ~10,000 saturates

Both components are logarithmic for the same reason popularity is: each order of magnitude counts roughly equally, so the metric differentiates across the whole range instead of only flattering giants. Portfolio stars are computed over the same sample (up to 100 most recently pushed public repositories) as portfolio activity.

Reading the result

  • Reach is attention, not use. It is the weaker cousin of adoption evidence — kept at a moderate weight and paired with activity, which is harder to accumulate passively.
  • Followers and stars measure different things. Followers attach to the organization itself (people watching the steward); stars attach to its work. An organization famous for one repository and followed by no one reads differently from an institution people track as such.
  • Saturation points mean mega-organizations stop gaining: beyond ~1,000 followers and ~10,000 portfolio stars the question is answered.

Improving the value

There is no direct lever, deliberately. Reach follows the durable levers measured elsewhere: maintained portfolios (portfolio activity), complete public identity (profile completeness), and repositories that are easy to adopt (community health).

Related: popularity · organization assessment