PorchlampFind the projects that leave the light on.2026-10-17

jianchang512/pyvideotrans

Python

What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.

Outside pull requests to jianchang512/pyvideotrans got a first human reply in a median of 2 hours (12 pull requests, 10 April to 7 October 2026); 75% got none within 14 days. It ranks 1,947 of 3,219 overall. For first-time contributors it ranks 1,346 of 1,525 (the bottom 12%).

Key facts
Rank1,947 of 3,219
Score47.61
TierC
Median first reply2 hours
14-day no-reply share75%
First-timer rank1,346 of 1,525
EcosystemPython
Window10 April to 7 October 2026

Composite

Rank
1,947 of 3,219
Score
47.61
Tier
C
Coverage
74% · Ceiling B
Quadrant
Nursery

Coordinates: leverage 43.8 (coverage 68%), friction 43.5 (coverage 87%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness82.7100%
Criticality49.735%
Governance50.5100%
Rigor29.4100%
Accessibility0.035%

The measured parameters

Responsiveness

ParameterValueScoreCountWindowSource
Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days.100.0%100.02710 April to 9 July 2026primaryraw/pr_window/jianchang512__pyvideotrans.json
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.75.2%0.011320 April to 17 October 2026primaryraw/pr_window/jianchang512__pyvideotrans.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.72.7%90.911—primaryraw/author_history/jianchang512__pyvideotrans.json
Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply.2.0 hours (0.1 days)100.01210 April to 7 October 2026primaryraw/pr_window/jianchang512__pyvideotrans.json
Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged.21.1 hours (0.9 days)95.22910 April to 7 October 2026primaryraw/pr_window/jianchang512__pyvideotrans.json

Criticality

ParameterValueScoreCountWindowSource
DependentsPackages in the registry that depend on this project, counted once each.Not shown: Third-party data unavailable
Monthly DownloadsDownloads from the package registry in a month.Not shown: Third-party data unavailable
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.0.496849.7——proxy:no_dependents_signalraw/github_meta/jianchang512__pyvideotrans.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.125.0673—primaryraw/commits_365d/jianchang512__pyvideotrans.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/jianchang512__pyvideotrans.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/jianchang512__pyvideotrans.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.No written AI policy40.0——primaryraw/governance/jianchang512__pyvideotrans.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.42.06942.129—proxy:review_ciraw/pr_window/jianchang512__pyvideotrans.json
Substantive Review RateShare of decided pull requests that received a substantive review.1.6%2.012310 April to 7 October 2026primaryraw/pr_window/jianchang512__pyvideotrans.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/jianchang512__pyvideotrans.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
Balanced1,947 of 3,21947.61CRated
First-timer1,346 of 1,52544.43CRated
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-assisted2,627 of 3,69644.35CRated

Integrity

Snapshot
2026-10-17
Raw hash
d7761905c34edba7418f0e4987cd15941f98b94308d74954ee5abcce4d5fb014

closed_unread

The full record is in data/2026-10-17/repos/99.json, under the key jianchang512/pyvideotrans.

How every number is measured: Porchlamp methodology.

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

Porchlamp (2026). jianchang512/pyvideotrans. Snapshot 2026-10-17. https://porchlamp.org/projects/jianchang512/pyvideotrans/. CC BY 4.0.

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