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

EstrellaXD/Auto_Bangumi

Python

First human reply

68.8 days

typical wait for an outside pull request, from 11 measured.

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

Outside pull requests to EstrellaXD/Auto_Bangumi got a first human reply in a median of 68.8 days (11 pull requests, 26 April to 23 October 2026); 100% got none within 14 days. It ranks 3,406 of 4,044 overall. For first-time contributors it ranks 1,808 of 1,904 (the bottom 6%).

Key facts
Rank3,406 of 4,044
Score44.03
TierC
Median first reply68.8 days (1651.1 hours)
14-day no-reply share100%
First-timer rank1,808 of 1,904
EcosystemPython
Window26 April to 23 October 2026

Composite

Rank
3,406 of 4,044
Score
44.03
Tier
C
Coverage
68% · Ceiling B
Quadrant
Crucible

Coordinates: leverage 53.4 (coverage 59%), friction 65.6 (coverage 80%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness17.165%
Criticality48.835%
Governance50.5100%
Rigor62.870%
Accessibility53.585%

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.100.0%0.01427 April to 24 October 2026primaryraw/pr_window/EstrellaXD__Auto_Bangumi.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.44.4%55.618—primaryraw/author_history/EstrellaXD__Auto_Bangumi.json
Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply.1651.1 hours (68.8 days)0.01126 April to 23 October 2026primaryraw/pr_window/EstrellaXD__Auto_Bangumi.json
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.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.0.488248.8——proxy:no_dependents_signalraw/github_meta/EstrellaXD__Auto_Bangumi.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.125.0606—primaryraw/commits_365d/EstrellaXD__Auto_Bangumi.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/EstrellaXD__Auto_Bangumi.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/EstrellaXD__Auto_Bangumi.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.Written AI policy95.0——primaryraw/governance/EstrellaXD__Auto_Bangumi.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.38.666738.748—proxy:review_ciraw/pr_window/EstrellaXD__Auto_Bangumi.json
Substantive Review RateShare of decided pull requests that received a substantive review.Not shown: Insufficient sample size

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.7070.030—primaryraw/actions_runs/EstrellaXD__Auto_Bangumi.json
Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days.57.1%100.07—primaryraw/author_history/EstrellaXD__Auto_Bangumi.json
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.00.0——primaryraw/gfi/EstrellaXD__Auto_Bangumi.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
Balanced3,406 of 4,04444.03CRated
First-timer1,808 of 1,90440.78CRated
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-assisted3,089 of 4,00248.09CRated

Integrity

Snapshot
2026-11-05
Raw hash
e068394deac226968e9cc8ff6faa15743da6965ea607d22e2e2cb14eda970806

closed_unread

The full record is in data/2026-11-05/repos/9d.json, under the key EstrellaXD/Auto_Bangumi.

How every number is measured: Porchlamp methodology.

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

Porchlamp (2026). EstrellaXD/Auto_Bangumi. Snapshot 2026-11-05. https://porchlamp.org/projects/estrellaxd/auto_bangumi/. CC BY 4.0.

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