PorchlampFind the projects that leave the light on.2026-11-05

First human reply

42.8 hours

typical wait for an outside pull request, from 27 measured.

What happens to a stranger's pull request here, in the Porchlamp snapshot of 5 November 2026.

Outside pull requests to brython-dev/brython got a first human reply in a median of 42.8 hours (27 pull requests, 26 April to 23 October 2026); 16% got none within 14 days. It ranks 3,463 of 4,044 overall. It is not ranked for first-time contributors: not enough evidence to show under this lens.

Key facts
Rank3,463 of 4,044
Score43.37
TierC
Median first reply42.8 hours
14-day no-reply share16%
First-timer rankNot enough evidence to show under this lens.
EcosystemPython
Window26 April to 23 October 2026

Composite

Rank
3,463 of 4,044
Score
43.37
Tier
C
Coverage
88% · Ceiling A
Quadrant
Nursery

Coordinates: leverage 37.1 (coverage 100%), friction 46.5 (coverage 80%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness72.080%
Criticality38.1100%
Governance50.5100%
Rigor26.4100%
Accessibility12.050%

The measured parameters

Responsiveness

ParameterValueScoreCountWindowSource
Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days.97.5%100.04026 April to 25 July 2026primaryraw/pr_window/brython-dev__brython.json
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.15.9%68.142727 April to 24 October 2026primaryraw/pr_window/brython-dev__brython.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.Not shown: Insufficient sample size
Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply.42.8 hours (1.8 days)54.12726 April to 23 October 2026primaryraw/pr_window/brython-dev__brython.json
Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged.273.0 hours (11.4 days)61.137226 April to 23 October 2026primaryraw/pr_window/brython-dev__brython.json

Criticality

ParameterValueScoreCountWindowSource
DependentsPackages in the registry that depend on this project, counted once each.650.8——primaryraw/dependents/brython-dev__brython.json
Monthly DownloadsDownloads from the package registry in a month.1,447 downloads a month12.2——primaryraw/downloads/pypi__brython.json
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.0.419842.0——primaryraw/github_meta/brython-dev__brython.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.125.01,494—primaryraw/commits_365d/brython-dev__brython.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/brython-dev__brython.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/brython-dev__brython.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.No written AI policy40.0——primaryraw/governance/brython-dev__brython.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.3030.0——primaryraw/scorecard/brython-dev__brython.json
Substantive Review RateShare of decided pull requests that received a substantive review.6.4%8.138826 April to 23 October 2026primaryraw/pr_window/brython-dev__brython.json

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.4040.0——proxy:setup_signals_onlyraw/actions_runs/brython-dev__brython.json
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/brython-dev__brython.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
Balanced3,463 of 4,04443.37CRated
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-assisted3,749 of 4,00240.03CRated

Integrity

Snapshot
2026-11-05
Raw hash
74d48307ac514412256d3603b3ac4ba032b10cc4b9f4e75111ebdf5641430695

No suspicion flags on this repository.

The full record is in data/2026-11-05/repos/45.json, under the key brython-dev/brython.

How every number is measured: Porchlamp methodology.

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

Porchlamp (2026). brython-dev/brython. Snapshot 2026-11-05. https://porchlamp.org/projects/brython-dev/brython/. CC BY 4.0.

Similar projects

The ranked projects nearest this one in the same ecosystem.