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 coleifer/peewee, the reply time has too small a sample to measure (0 pull requests counted; 10 needed). 0% of 16 outside pull requests got no reply within 14 days (20 April to 17 October 2026). It ranks 2,057 of 3,219 overall. It is not ranked for first-time contributors: this repository does not show a low enough barrier for a first-time contributor.

Key facts
Rank2,057 of 3,219
Score46.64
TierC
Median first reply—
14-day no-reply share0%
First-timer rankThis repository does not show a low enough barrier for a first-time contributor.
EcosystemPython
Window20 April to 17 October 2026

Composite

Rank
2,057 of 3,219
Score
46.64
Tier
C
Coverage
74% · Ceiling B
Quadrant
Crucible

Coordinates: leverage 54.6 (coverage 100%), friction 56.3 (coverage 55%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness57.135%
Criticality69.8100%
Governance50.5100%
Rigor32.0100%
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.0.0%100.01620 April to 17 October 2026primaryraw/pr_window/coleifer__peewee.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.20.0%25.05—primaryraw/author_history/coleifer__peewee.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.Not shown: Insufficient sample size

Criticality

ParameterValueScoreCountWindowSource
DependentsPackages in the registry that depend on this project, counted once each.23681.0——primaryraw/dependents/coleifer__peewee.json
Monthly DownloadsDownloads from the package registry in a month.38.5 million downloads a month87.5——primaryraw/downloads/pypi__peewee.json
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.0.444444.4——primaryraw/github_meta/coleifer__peewee.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.125.0737—primaryraw/commits_365d/coleifer__peewee.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/coleifer__peewee.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/coleifer__peewee.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.No written AI policy40.0——primaryraw/governance/coleifer__peewee.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.5050.0——primaryraw/scorecard/coleifer__peewee.json
Substantive Review RateShare of decided pull requests that received a substantive review.0.0%0.01818 April to 15 October 2026primaryraw/pr_window/coleifer__peewee.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.Not shown: Insufficient sample size
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.00.0——primaryraw/gfi/coleifer__peewee.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
Balanced2,057 of 3,21946.64CRated
First-timerThis repository does not show a low enough barrier for a first-time contributor.
Career capital739 of 79846.64CRated
Senior systemsFewer than 3 organizations account for most commits (not multi-vendor).
AI-assisted2,643 of 3,69644.17CRated

Integrity

Snapshot
2026-10-17
Raw hash
587d8a07f1daaf79c89c5d32c6ab86b6b36a7eb5168288b632a53cebcf087e43

closed_unread

The full record is in data/2026-10-17/repos/4a.json, under the key coleifer/peewee.

How every number is measured: Porchlamp methodology.

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

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

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