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.

Outside pull requests to kovidgoyal/kitty got a first human reply in a median of 1.7 hours (87 pull requests, 18 April to 15 October 2026); 1% got none within 14 days. It ranks 1,387 of 3,219 overall. It is not ranked for first-time contributors: not enough evidence to show under this lens.

Key facts
Rank1,387 of 3,219
Score52.18
TierC
Median first reply1.7 hours
14-day no-reply share1%
First-timer rankNot enough evidence to show under this lens.
EcosystemPython
Window18 April to 15 October 2026

Composite

Rank
1,387 of 3,219
Score
52.18
Tier
C
Coverage
88% · Ceiling A
Quadrant
Nursery

Coordinates: leverage 38.4 (coverage 100%), friction 31.1 (coverage 80%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness99.180%
Criticality23.9100%
Governance50.5100%
Rigor54.6100%
Accessibility21.050%

The measured parameters

Responsiveness

ParameterValueScoreCountWindowSource
Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days.100.0%100.06918 April to 17 July 2026primaryraw/pr_window/kovidgoyal__kitty.json
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.1.1%97.919020 April to 17 October 2026primaryraw/pr_window/kovidgoyal__kitty.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.Not shown: Collector failure
Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply.1.7 hours (0.1 days)100.08718 April to 15 October 2026primaryraw/pr_window/kovidgoyal__kitty.json
Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged.20.3 hours (0.8 days)95.927918 April to 15 October 2026primaryraw/pr_window/kovidgoyal__kitty.json

Criticality

ParameterValueScoreCountWindowSource
DependentsPackages in the registry that depend on this project, counted once each.015.9——primaryraw/dependents/kovidgoyal__kitty.json
Monthly DownloadsDownloads from the package registry in a month.94 downloads a month3.6——primaryraw/downloads/pypi__kitty.json
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.0.473647.4——primaryraw/github_meta/kovidgoyal__kitty.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.125.0972—primaryraw/commits_365d/kovidgoyal__kitty.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/kovidgoyal__kitty.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/kovidgoyal__kitty.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.Written AI policy95.0——primaryraw/governance/kovidgoyal__kitty.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.6565.0——primaryraw/scorecard/kovidgoyal__kitty.json
Substantive Review RateShare of decided pull requests that received a substantive review.0.3%0.336818 April to 15 October 2026primaryraw/pr_window/kovidgoyal__kitty.json

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.7070.030—primaryraw/actions_runs/kovidgoyal__kitty.json
Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days.Not shown: Collector failure
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.00.0——primaryraw/gfi/kovidgoyal__kitty.json
Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days.Not shown: Collector failure

Persona view

PersonaRankScoreTierStatus
Balanced1,387 of 3,21952.18CRated
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-assisted1,393 of 3,69653.38CRated

Integrity

Snapshot
2026-10-17
Raw hash
976554f443ecda9d5b0e228ba3e8f9849fc4344074a565f0782b67c404f0e840

No suspicion flags on this repository.

The full record is in data/2026-10-17/repos/38.json, under the key kovidgoyal/kitty.

How every number is measured: Porchlamp methodology.

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

Porchlamp (2026). kovidgoyal/kitty. Snapshot 2026-10-17. https://porchlamp.org/projects/kovidgoyal/kitty/. CC BY 4.0.

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