PorchlampFind the projects that leave the light on.2026-10-17

What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.

For KoljaB/RealtimeSTT, the reply time has too small a sample to measure (0 pull requests counted; 10 needed). 67% of 12 outside pull requests got no reply within 14 days (20 April to 17 October 2026). It ranks 3,084 of 3,219 overall. It is not ranked for first-time contributors: not enough evidence to show under this lens.

Key facts
Rank3,084 of 3,219
Score31.47
TierD
Median first reply—
14-day no-reply share67%
First-timer rankNot enough evidence to show under this lens.
EcosystemPython
Window20 April to 17 October 2026

Composite

Rank
3,084 of 3,219
Score
31.47
Tier
D
Coverage
61% · Ceiling B
Quadrant
Graveyard

Coordinates: leverage 34.1 (coverage 79%), friction 66.1 (coverage 50%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness37.625%
Criticality23.9100%
Governance50.5100%
Rigor40.030%
Accessibility0.035%

The measured parameters

Responsiveness

ParameterValueScoreCountWindowSource
Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days.Not shown: Insufficient sample size
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.66.7%0.01220 April to 17 October 2026primaryraw/pr_window/KoljaB__RealtimeSTT.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.Not shown: Insufficient sample size
Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply.Not shown: Insufficient sample size
Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged.25.2 hours (1 days)93.9618 April to 15 October 2026primaryraw/pr_window/KoljaB__RealtimeSTT.json

Criticality

ParameterValueScoreCountWindowSource
DependentsPackages in the registry that depend on this project, counted once each.015.9——primaryraw/dependents/KoljaB__RealtimeSTT.json
Monthly DownloadsDownloads from the package registry in a month.19,470 downloads a month32.3——primaryraw/downloads/pypi__RealtimeSTT.json
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.0.270427.0——primaryraw/github_meta/KoljaB__RealtimeSTT.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.125.0113—primaryraw/commits_365d/KoljaB__RealtimeSTT.json
Legal IP RegimeThe contributor licence regime: DCO, none, a foundation CLA or a corporate CLA.No CLA or sign-off found85.0——primaryraw/governance/KoljaB__RealtimeSTT.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/KoljaB__RealtimeSTT.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.No written AI policy40.0——primaryraw/governance/KoljaB__RealtimeSTT.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.Not shown: Insufficient sample size
Substantive Review RateShare of decided pull requests that received a substantive review.Not shown: Insufficient sample size

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.Not shown: Insufficient sample size
Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days.Not shown: Insufficient sample size
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.00.0——primaryraw/gfi/KoljaB__RealtimeSTT.json
Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days.Not shown: Insufficient sample size

Persona view

PersonaRankScoreTierStatus
Balanced3,084 of 3,21931.47DRated
First-timerNot enough evidence to show under this lens.
Career capitalThis repository's production-criticality signal is not yet high enough for career-capital ranking.
Senior systemsFewer than 3 organizations account for most commits (not multi-vendor).
AI-assistedNot enough evidence to show under this lens.

Integrity

Snapshot
2026-10-17
Raw hash
694295527ce742b9889039518a2d0935612e74808578618723b3567f3e60407c

No suspicion flags on this repository.

The full record is in data/2026-10-17/repos/19.json, under the key KoljaB/RealtimeSTT.

How every number is measured: Porchlamp methodology.

Open an issue about this record and say what looks wrong.

Porchlamp (2026). KoljaB/RealtimeSTT. Snapshot 2026-10-17. https://porchlamp.org/projects/koljab/realtimestt/. CC BY 4.0.

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