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

dreammis/social-auto-upload

Python

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

For dreammis/social-auto-upload, the reply time has too small a sample to measure (0 pull requests counted; 10 needed). 30% of 50 outside pull requests got no reply within 14 days (20 April to 17 October 2026). It ranks 1,591 of 3,219 overall. For first-time contributors it ranks 813 of 1,525 (the bottom 47%).

Key facts
Rank1,591 of 3,219
Score50.56
TierC
Median first reply—
14-day no-reply share30%
First-timer rank813 of 1,525
EcosystemPython
Window20 April to 17 October 2026

Composite

Rank
1,591 of 3,219
Score
50.56
Tier
C
Coverage
74% · Ceiling B
Quadrant
Nursery

Coordinates: leverage 37.9 (coverage 68%), friction 36.4 (coverage 82%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness78.170%
Criticality38.835%
Governance50.5100%
Rigor28.0100%
Accessibility47.185%

The measured parameters

Responsiveness

ParameterValueScoreCountWindowSource
Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days.75.0%93.83218 April to 17 July 2026primaryraw/pr_window/dreammis__social-auto-upload.json
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.30.0%40.05020 April to 17 October 2026primaryraw/pr_window/dreammis__social-auto-upload.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.74.1%92.627—primaryraw/author_history/dreammis__social-auto-upload.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.190.4 hours (7.9 days)66.83418 April to 15 October 2026primaryraw/pr_window/dreammis__social-auto-upload.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.0.387538.8——proxy:no_dependents_signalraw/github_meta/dreammis__social-auto-upload.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.125.0180—primaryraw/commits_365d/dreammis__social-auto-upload.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/dreammis__social-auto-upload.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/dreammis__social-auto-upload.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.No written AI policy40.0——primaryraw/governance/dreammis__social-auto-upload.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.4040.034—proxy:review_ciraw/pr_window/dreammis__social-auto-upload.json
Substantive Review RateShare of decided pull requests that received a substantive review.0.0%0.04618 April to 15 October 2026primaryraw/pr_window/dreammis__social-auto-upload.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.42.9%85.714—primaryraw/author_history/dreammis__social-auto-upload.json
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.00.0——primaryraw/gfi/dreammis__social-auto-upload.json
Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days.33.3%66.76—primaryraw/author_history/dreammis__social-auto-upload.json

Persona view

PersonaRankScoreTierStatus
Balanced1,591 of 3,21950.56CRated
First-timer813 of 1,52555.69B (capped)Rated
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-assisted2,499 of 3,69645.44CRated

Integrity

Snapshot
2026-10-17
Raw hash
2791d643dc3efd57ad589ef1ba411814063ceb649f4ee102ecc8896a80b2ba62

No suspicion flags on this repository.

The full record is in data/2026-10-17/repos/a5.json, under the key dreammis/social-auto-upload.

How every number is measured: Porchlamp methodology.

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

Porchlamp (2026). dreammis/social-auto-upload. Snapshot 2026-10-17. https://porchlamp.org/projects/dreammis/social-auto-upload/. CC BY 4.0.

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