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 9001/copyparty got a first human reply in a median of 13.1 hours (23 pull requests, 17 April to 14 October 2026); 19% got none within 14 days. It ranks 1,644 of 3,219 overall. For first-time contributors it ranks 565 of 1,525 (the top 38%).

Key facts
Rank1,644 of 3,219
Score50.13
TierC
Median first reply13.1 hours
14-day no-reply share19%
First-timer rank565 of 1,525
EcosystemPython
Window17 April to 14 October 2026

Composite

Rank
1,644 of 3,219
Score
50.13
Tier
C
Coverage
98% · Full
Quadrant
Nursery

Coordinates: leverage 30.9 (coverage 100%), friction 31.7 (coverage 97%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness81.8100%
Criticality28.5100%
Governance50.5100%
Rigor21.8100%
Accessibility61.285%

The measured parameters

Responsiveness

ParameterValueScoreCountWindowSource
Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days.91.7%100.02417 April to 16 July 2026primaryraw/pr_window/9001__copyparty.json
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.18.8%62.54820 April to 17 October 2026primaryraw/pr_window/9001__copyparty.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.65.5%81.929—primaryraw/author_history/9001__copyparty.json
Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply.13.1 hours (0.5 days)96.82317 April to 14 October 2026primaryraw/pr_window/9001__copyparty.json
Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged.773.5 hours (32.2 days)20.63417 April to 14 October 2026primaryraw/pr_window/9001__copyparty.json

Criticality

ParameterValueScoreCountWindowSource
DependentsPackages in the registry that depend on this project, counted once each.015.9——primaryraw/dependents/9001__copyparty.json
Monthly DownloadsDownloads from the package registry in a month.9,482 downloads a month27.9——primaryraw/downloads/pypi__copyparty.json
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.0.43343.3——primaryraw/github_meta/9001__copyparty.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.125.0662—primaryraw/commits_365d/9001__copyparty.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/9001__copyparty.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/9001__copyparty.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.No written AI policy40.0——primaryraw/governance/9001__copyparty.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.22.522.5——primaryraw/scorecard/9001__copyparty.json
Substantive Review RateShare of decided pull requests that received a substantive review.2.1%2.74717 April to 14 October 2026primaryraw/pr_window/9001__copyparty.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.52.6%100.019—primaryraw/author_history/9001__copyparty.json
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.440.0——primaryraw/gfi/9001__copyparty.json
Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days.10.0%20.010—primaryraw/author_history/9001__copyparty.json

Persona view

PersonaRankScoreTierStatus
Balanced1,644 of 3,21950.13CRated
First-timer565 of 1,52559.60BRated
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-assisted2,735 of 3,69643.39CRated

Integrity

Snapshot
2026-10-17
Raw hash
b28cba567290875f4621e7fb9ce820125600b7672ac5222ca5aa292a9eb190b9

No suspicion flags on this repository.

The full record is in data/2026-10-17/repos/4d.json, under the key 9001/copyparty.

How every number is measured: Porchlamp methodology.

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

Porchlamp (2026). 9001/copyparty. Snapshot 2026-10-17. https://porchlamp.org/projects/9001/copyparty/. CC BY 4.0.

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