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

First human reply

17.9 days

typical wait for an outside pull request, from 12 measured.

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

Outside pull requests to glanceapp/glance got a first human reply in a median of 17.9 days (12 pull requests, 21 April to 18 October 2026); 81% got none within 14 days. It ranks 3,963 of 4,044 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
Rank3,963 of 4,044
Score32.00
TierD
Median first reply17.9 days (428.5 hours)
14-day no-reply share81%
First-timer rankThis repository does not show a low enough barrier for a first-time contributor.
EcosystemGo
Window21 April to 18 October 2026

Composite

Rank
3,963 of 4,044
Score
32.00
Tier
D
Coverage
92% · Full
Quadrant
Graveyard

Coordinates: leverage 35.9 (coverage 88%), friction 69.4 (coverage 97%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness20.8100%
Criticality24.1100%
Governance50.5100%
Rigor45.760%
Accessibility25.485%

The measured parameters

Responsiveness

ParameterValueScoreCountWindowSource
Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days.50.0%62.51221 April to 20 July 2026primaryraw/pr_window/glanceapp__glance.json
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.80.6%0.03127 April to 24 October 2026primaryraw/pr_window/glanceapp__glance.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.15.8%19.719—primaryraw/author_history/glanceapp__glance.json
Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply.428.5 hours (17.9 days)0.01221 April to 18 October 2026primaryraw/pr_window/glanceapp__glance.json
Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged.1163.4 hours (48.5 days)12.7821 April to 18 October 2026primaryraw/pr_window/glanceapp__glance.json

Criticality

ParameterValueScoreCountWindowSource
DependentsPackages in the registry that depend on this project, counted once each.015.5——primaryraw/dependents/glanceapp__glance.json
Monthly DownloadsDownloads from the package registry in a month.Not shown: Not applicable
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.0.339433.9——primaryraw/github_meta/glanceapp__glance.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.125.054—primaryraw/commits_365d/glanceapp__glance.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/glanceapp__glance.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/glanceapp__glance.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.No written AI policy40.0——primaryraw/governance/glanceapp__glance.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.Not shown: Insufficient sample size
Substantive Review RateShare of decided pull requests that received a substantive review.41.2%51.51721 April to 18 October 2026primaryraw/pr_window/glanceapp__glance.json

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.7070.0——proxy:setup_signals_onlyraw/actions_runs/glanceapp__glance.json
Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days.15.8%31.619—primaryraw/author_history/glanceapp__glance.json
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.00.0——primaryraw/gfi/glanceapp__glance.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
Balanced3,963 of 4,04432.00DRated
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-assisted3,910 of 4,00235.11DRated

Integrity

Snapshot
2026-11-05
Raw hash
ab931570fc9a22948478ea69d220139035a1c164a25a45f8b29a2d27918b93da

No suspicion flags on this repository.

The full record is in data/2026-11-05/repos/a9.json, under the key glanceapp/glance.

How every number is measured: Porchlamp methodology.

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

Porchlamp (2026). glanceapp/glance. Snapshot 2026-11-05. https://porchlamp.org/projects/glanceapp/glance/. CC BY 4.0.

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