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

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

Outside pull requests to pathwaycom/pathway got a first human reply in a median of 16.3 hours (26 pull requests, 17 April to 14 October 2026); 14% got none within 14 days. It ranks 2,157 of 3,219 overall. It is not ranked for first-time contributors: this repository does not show a low enough barrier for a first-time contributor.

Key facts
Rank2,157 of 3,219
Score45.71
TierC
Median first reply16.3 hours
14-day no-reply share14%
First-timer rankThis repository does not show a low enough barrier for a first-time contributor.
EcosystemPython
Window17 April to 14 October 2026

Composite

Rank
2,157 of 3,219
Score
45.71
Tier
C
Coverage
94% · Ceiling A
Quadrant
Graveyard

Coordinates: leverage 41.5 (coverage 100%), friction 50.0 (coverage 88%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness62.275%
Criticality34.5100%
Governance38.3100%
Rigor55.4100%
Accessibility37.1100%

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.14.3%71.42820 April to 17 October 2026primaryraw/pr_window/pathwaycom__pathway.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.21.1%26.319—primaryraw/author_history/pathwaycom__pathway.json
Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply.16.3 hours (0.7 days)88.92617 April to 14 October 2026primaryraw/pr_window/pathwaycom__pathway.json
Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged.435.3 hours (18.1 days)39.91017 April to 14 October 2026primaryraw/pr_window/pathwaycom__pathway.json

Criticality

ParameterValueScoreCountWindowSource
DependentsPackages in the registry that depend on this project, counted once each.134.4——primaryraw/dependents/pathwaycom__pathway.json
Monthly DownloadsDownloads from the package registry in a month.15,335 downloads a month30.4——primaryraw/downloads/pypi__pathway.json
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.0.377137.7——primaryraw/github_meta/pathwaycom__pathway.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.250.0673—primaryraw/commits_365d/pathwaycom__pathway.json
Legal IP RegimeThe contributor licence regime: DCO, none, a foundation CLA or a corporate CLA.Company CLA25.0——primaryraw/governance/pathwaycom__pathway.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/pathwaycom__pathway.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.No written AI policy40.0——primaryraw/governance/pathwaycom__pathway.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.90.545590.511—proxy:review_ciraw/pr_window/pathwaycom__pathway.json
Substantive Review RateShare of decided pull requests that received a substantive review.19.2%24.02617 April to 14 October 2026primaryraw/pr_window/pathwaycom__pathway.json

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.3535.030—primaryraw/actions_runs/pathwaycom__pathway.json
Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days.33.3%66.718—primaryraw/author_history/pathwaycom__pathway.json
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.110.0——primaryraw/gfi/pathwaycom__pathway.json
Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days.16.7%33.36—primaryraw/author_history/pathwaycom__pathway.json

Persona view

PersonaRankScoreTierStatus
Balanced2,157 of 3,21945.71CRated
First-timerThis repository does not show a low enough barrier for a first-time contributor.
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-assisted2,128 of 3,69648.19CRated

Integrity

Snapshot
2026-10-17
Raw hash
05ef28c277da756347f5b3f2cf9e2719c4dbadc1a8122a98ead9952d02a8f2e5

No suspicion flags on this repository.

The full record is in data/2026-10-17/repos/3d.json, under the key pathwaycom/pathway.

How every number is measured: Porchlamp methodology.

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

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

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