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 theOehrly/Fast-F1 got a first human reply in a median of 18.7 hours (23 pull requests, 19 April to 16 October 2026); 8% got none within 14 days. It ranks 1,784 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
Rank1,784 of 3,219
Score48.97
TierC
Median first reply18.7 hours
14-day no-reply share8%
First-timer rankThis repository does not show a low enough barrier for a first-time contributor.
EcosystemPython
Window19 April to 16 October 2026

Composite

Rank
1,784 of 3,219
Score
48.97
Tier
C
Coverage
98% · Full
Quadrant
Nursery

Coordinates: leverage 45.0 (coverage 100%), friction 44.5 (coverage 97%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness70.5100%
Criticality40.1100%
Governance50.5100%
Rigor49.5100%
Accessibility25.385%

The measured parameters

Responsiveness

ParameterValueScoreCountWindowSource
Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days.94.1%100.01719 April to 18 July 2026primaryraw/pr_window/theOehrly__Fast-F1.json
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.7.7%84.62620 April to 17 October 2026primaryraw/pr_window/theOehrly__Fast-F1.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.28.0%35.025—primaryraw/author_history/theOehrly__Fast-F1.json
Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply.18.7 hours (0.8 days)84.02319 April to 16 October 2026primaryraw/pr_window/theOehrly__Fast-F1.json
Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged.1366.9 hours (57 days)6.31019 April to 16 October 2026primaryraw/pr_window/theOehrly__Fast-F1.json

Criticality

ParameterValueScoreCountWindowSource
DependentsPackages in the registry that depend on this project, counted once each.134.4——primaryraw/dependents/theOehrly__Fast-F1.json
Monthly DownloadsDownloads from the package registry in a month.754,887 downloads a month57.7——primaryraw/downloads/pypi__Fast-F1.json
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.0.339133.9——primaryraw/github_meta/theOehrly__Fast-F1.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.125.078—primaryraw/commits_365d/theOehrly__Fast-F1.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/theOehrly__Fast-F1.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/theOehrly__Fast-F1.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.No written AI policy40.0——primaryraw/governance/theOehrly__Fast-F1.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.62.562.5——primaryraw/scorecard/theOehrly__Fast-F1.json
Substantive Review RateShare of decided pull requests that received a substantive review.33.3%41.72419 April to 16 October 2026primaryraw/pr_window/theOehrly__Fast-F1.json

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.5050.030—primaryraw/actions_runs/theOehrly__Fast-F1.json
Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days.20.0%40.010—primaryraw/author_history/theOehrly__Fast-F1.json
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.00.0——primaryraw/gfi/theOehrly__Fast-F1.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
Balanced1,784 of 3,21948.97CRated
First-timerThis repository does not show a low enough barrier for a first-time contributor.
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-assisted1,929 of 3,69649.55CRated

Integrity

Snapshot
2026-10-17
Raw hash
ca23919a4d9d711e6f6d943337cfb591ccb455835fdb9d3c1c8c34c207bd4b08

No suspicion flags on this repository.

The full record is in data/2026-10-17/repos/78.json, under the key theOehrly/Fast-F1.

How every number is measured: Porchlamp methodology.

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

Porchlamp (2026). theOehrly/Fast-F1. Snapshot 2026-10-17. https://porchlamp.org/projects/theoehrly/fast-f1/. CC BY 4.0.

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