mikf/gallery-dl

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

For mikf/gallery-dl, the reply time and the share with no reply within 14 days both have too small a sample to measure (0 and 0 pull requests counted; 10 needed). It ranks 2,036 of 3,219 overall. For first-time contributors it ranks 1,343 of 1,525 (the bottom 12%).

Key facts
Rank	2,036 of 3,219
Score	46.83
Tier	C
Median first reply	—
14-day no-reply share	—
First-timer rank	1,343 of 1,525
Ecosystem	Python
Window	—

Composite

Rank: 2,036 of 3,219
Score: 46.83
Tier: C
Coverage: 73% · Ceiling B
Quadrant: Graveyard

Coordinates: leverage 48.4 (coverage 91%), friction 52.8 (coverage 57%)

Five pillars

Score out of 100, and how much of the pillar was measured
Pillar	Score	Coverage
Responsiveness	51.5	20%
Criticality	49.2	100%
Governance	50.5	100%
Rigor	45.7	70%
Accessibility	31.4	85%

The measured parameters

Responsiveness

Parameter	Value	Score	Count	Window	Source
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.	Not shown: Insufficient sample size
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.	41.2%	51.5	17	—	primaryraw/author_history/mikf__gallery-dl.json
Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply.	Not shown: Insufficient sample size
Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged.	Not shown: Insufficient sample size

Criticality

Parameter	Value	Score	Count	Window	Source
DependentsPackages in the registry that depend on this project, counted once each.	6	46.9	—	—	primaryraw/dependents/mikf__gallery-dl.json
Monthly DownloadsDownloads from the package registry in a month.	309,269 downloads a month	53.3	—	—	primaryraw/downloads/pypi__gallery-dl.json
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.	0.4892	48.9	—	—	primaryraw/github_meta/mikf__gallery-dl.json

Governance

Parameter	Value	Score	Count	Window	Source
Elephant FactorThe fewest organisations that account for half of the last year's commits.	1	25.0	798	—	primaryraw/commits_365d/mikf__gallery-dl.json
Legal IP RegimeThe contributor licence regime: DCO, none, a foundation CLA or a corporate CLA.	No CLA or sign-off found	85.0	—	—	primaryraw/governance/mikf__gallery-dl.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.	No written path to becoming a maintainer	40.0	—	—	primaryraw/governance/mikf__gallery-dl.json

Rigor

Parameter	Value	Score	Count	Window	Source
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.	No written AI policy	40.0	—	—	primaryraw/governance/mikf__gallery-dl.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.	50	50.0	—	—	primaryraw/scorecard/mikf__gallery-dl.json
Substantive Review RateShare of decided pull requests that received a substantive review.	Not shown: Insufficient sample size

Accessibility

Parameter	Value	Score	Count	Window	Source
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.	70	70.0	30	—	primaryraw/actions_runs/mikf__gallery-dl.json
Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days.	23.1%	46.2	13	—	primaryraw/author_history/mikf__gallery-dl.json
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.	0	0.0	—	—	primaryraw/gfi/mikf__gallery-dl.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

Persona	Rank	Score	Tier	Status
Balanced	2,036 of 3,219	46.83	C	Rated
First-timer	1,343 of 1,525	44.49	C	Rated
Career capital	This repository's production-criticality signal is not yet high enough for career-capital ranking.
Senior systems	Fewer than 3 organizations account for most commits (not multi-vendor).
AI-assisted	2,331 of 3,696	46.85	C	Rated

Integrity

Snapshot: 2026-10-17
Raw hash: 15d6d63c1372886bca768f551eb6039a2904b792f815dcc5f77af734fb8ea24d

No suspicion flags on this repository.

The full record is in data/2026-10-17/repos/72.json, under the key mikf/gallery-dl.

How every number is measured: Porchlamp methodology.

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

Porchlamp (2026). mikf/gallery-dl. Snapshot 2026-10-17. https://porchlamp.org/projects/mikf/gallery-dl/. CC BY 4.0.

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