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 k2-fsa/OmniVoice, the reply time has too small a sample to measure (0 pull requests counted; 10 needed). 51% of 37 outside pull requests got no reply within 14 days (20 April to 17 October 2026). It ranks 2,330 of 3,219 overall. For first-time contributors it ranks 1,161 of 1,525 (the bottom 24%).

Key facts
Rank2,330 of 3,219
Score44.08
TierC
Median first reply—
14-day no-reply share51%
First-timer rank1,161 of 1,525
EcosystemPython
Window20 April to 17 October 2026

Composite

Rank
2,330 of 3,219
Score
44.08
Tier
C
Coverage
90% · Ceiling A
Quadrant
Nursery

Coordinates: leverage 33.5 (coverage 100%), friction 45.2 (coverage 82%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness59.470%
Criticality29.4100%
Governance50.5100%
Rigor28.9100%
Accessibility49.685%

The measured parameters

Responsiveness

ParameterValueScoreCountWindowSource
Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days.54.6%68.22218 April to 17 July 2026primaryraw/pr_window/k2-fsa__OmniVoice.json
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.51.4%0.03720 April to 17 October 2026primaryraw/pr_window/k2-fsa__OmniVoice.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.63.6%79.522—primaryraw/author_history/k2-fsa__OmniVoice.json
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.62.0 hours (2.6 days)86.41718 April to 15 October 2026primaryraw/pr_window/k2-fsa__OmniVoice.json

Criticality

ParameterValueScoreCountWindowSource
DependentsPackages in the registry that depend on this project, counted once each.015.9——primaryraw/dependents/k2-fsa__OmniVoice.json
Monthly DownloadsDownloads from the package registry in a month.132,580 downloads a month46.7——primaryraw/downloads/pypi__OmniVoice.json
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.0.32432.4——primaryraw/github_meta/k2-fsa__OmniVoice.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.125.063—primaryraw/commits_365d/k2-fsa__OmniVoice.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/k2-fsa__OmniVoice.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/k2-fsa__OmniVoice.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.No written AI policy40.0——primaryraw/governance/k2-fsa__OmniVoice.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.38.666738.718—proxy:review_ciraw/pr_window/k2-fsa__OmniVoice.json
Substantive Review RateShare of decided pull requests that received a substantive review.3.9%4.82618 April to 15 October 2026primaryraw/pr_window/k2-fsa__OmniVoice.json

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.41.7%83.312—primaryraw/author_history/k2-fsa__OmniVoice.json
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.220.0——primaryraw/gfi/k2-fsa__OmniVoice.json
Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days.20.0%40.05—primaryraw/author_history/k2-fsa__OmniVoice.json

Persona view

PersonaRankScoreTierStatus
Balanced2,330 of 3,21944.08CRated
First-timer1,161 of 1,52549.09CRated
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-assisted3,066 of 3,69640.42CRated

Integrity

Snapshot
2026-10-17
Raw hash
3d55db2ac06f2dd65b744d673f3b712e2dc48f9bdce83b820a680f03785ddd39

No suspicion flags on this repository.

The full record is in data/2026-10-17/repos/6e.json, under the key k2-fsa/OmniVoice.

How every number is measured: Porchlamp methodology.

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

Porchlamp (2026). k2-fsa/OmniVoice. Snapshot 2026-10-17. https://porchlamp.org/projects/k2-fsa/omnivoice/. CC BY 4.0.

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