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 pallets/werkzeug got a first human reply in a median of 2.3 hours (17 pull requests, 19 April to 16 October 2026); 2% got none within 14 days. It ranks 404 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
Rank404 of 3,219
Score61.10
TierB
Median first reply2.3 hours
14-day no-reply share2%
First-timer rankThis repository does not show a low enough barrier for a first-time contributor.
EcosystemPython
Window19 April to 16 October 2026

Composite

Rank
404 of 3,219
Score
61.10
Tier
B
Coverage
98% · Full
Quadrant
Sweet Spot

Coordinates: leverage 58.8 (coverage 100%), friction 36.0 (coverage 95%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness79.490%
Criticality76.3100%
Governance50.5100%
Rigor35.0100%
Accessibility45.4100%

The measured parameters

Responsiveness

ParameterValueScoreCountWindowSource
Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days.100.0%100.02019 April to 18 July 2026primaryraw/pr_window/pallets__werkzeug.json
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.2.4%95.24220 April to 17 October 2026primaryraw/pr_window/pallets__werkzeug.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.8.8%11.034—primaryraw/author_history/pallets__werkzeug.json
Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply.2.3 hours (0.1 days)100.01719 April to 16 October 2026primaryraw/pr_window/pallets__werkzeug.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.71190.9——primaryraw/dependents/pallets__werkzeug.json
Monthly DownloadsDownloads from the package registry in a month.188.1 million downloads a month95.9——primaryraw/downloads/pypi__werkzeug.json
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.0.456845.7——primaryraw/github_meta/pallets__werkzeug.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.125.0356—primaryraw/commits_365d/pallets__werkzeug.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/pallets__werkzeug.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/pallets__werkzeug.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.No written AI policy40.0——primaryraw/governance/pallets__werkzeug.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.57.557.5——primaryraw/scorecard/pallets__werkzeug.json
Substantive Review RateShare of decided pull requests that received a substantive review.0.0%0.05119 April to 16 October 2026primaryraw/pr_window/pallets__werkzeug.json

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.7070.030—primaryraw/actions_runs/pallets__werkzeug.json
Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days.43.8%87.516—primaryraw/author_history/pallets__werkzeug.json
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.00.0——primaryraw/gfi/pallets__werkzeug.json
Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days.14.3%28.67—primaryraw/author_history/pallets__werkzeug.json

Persona view

PersonaRankScoreTierStatus
Balanced404 of 3,21961.10BRated
First-timerThis repository does not show a low enough barrier for a first-time contributor.
Career capital232 of 79862.76BRated
Senior systemsFewer than 3 organizations account for most commits (not multi-vendor).
AI-assisted1,117 of 3,69655.52BRated

Integrity

Snapshot
2026-10-17
Raw hash
e48c5fe8d287c8ccb360c2e9d3d8a9cf3d6ab30981a8b84888a3fad4c8c6805d

closed_unread

The full record is in data/2026-10-17/repos/6c.json, under the key pallets/werkzeug.

How every number is measured: Porchlamp methodology.

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

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

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