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 openclaw/gogcli got a first human reply in a median of 33.8 hours (167 pull requests, 18 April to 15 October 2026); 1% got none within 14 days. It ranks 1,984 of 3,219 overall. It is not ranked for first-time contributors: not enough evidence to show under this lens.

Key facts
Rank1,984 of 3,219
Score47.31
TierC
Median first reply33.8 hours
14-day no-reply share1%
First-timer rankNot enough evidence to show under this lens.
EcosystemGo
Window18 April to 15 October 2026

Composite

Rank
1,984 of 3,219
Score
47.31
Tier
C
Coverage
88% · Ceiling A
Quadrant
Nursery

Coordinates: leverage 35.2 (coverage 100%), friction 38.0 (coverage 80%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness83.480%
Criticality27.4100%
Governance50.5100%
Rigor37.9100%
Accessibility25.550%

The measured parameters

Responsiveness

ParameterValueScoreCountWindowSource
Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days.100.0%100.011318 April to 17 July 2026primaryraw/pr_window/openclaw__gogcli.json
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.1.1%97.818520 April to 17 October 2026primaryraw/pr_window/openclaw__gogcli.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.Not shown: Collector failure
Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply.33.8 hours (1.4 days)62.616718 April to 15 October 2026primaryraw/pr_window/openclaw__gogcli.json
Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged.118.6 hours (4.9 days)82.716218 April to 15 October 2026primaryraw/pr_window/openclaw__gogcli.json

Criticality

ParameterValueScoreCountWindowSource
DependentsPackages in the registry that depend on this project, counted once each.015.5——primaryraw/dependents/openclaw__gogcli.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.0.409741.0——primaryraw/github_meta/openclaw__gogcli.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.125.0959—primaryraw/commits_365d/openclaw__gogcli.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/openclaw__gogcli.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/openclaw__gogcli.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.Written AI policy95.0——primaryraw/governance/openclaw__gogcli.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.22.820522.8390—proxy:review_ciraw/pr_window/openclaw__gogcli.json
Substantive Review RateShare of decided pull requests that received a substantive review.0.8%1.024118 April to 15 October 2026primaryraw/pr_window/openclaw__gogcli.json

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.8585.030—primaryraw/actions_runs/openclaw__gogcli.json
Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days.Not shown: Collector failure
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.00.0——primaryraw/gfi/openclaw__gogcli.json
Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days.Not shown: Collector failure

Persona view

PersonaRankScoreTierStatus
Balanced1,984 of 3,21947.31CRated
First-timerNot enough evidence to show under this lens.
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-assisted2,485 of 3,69645.56CRated

Integrity

Snapshot
2026-10-17
Raw hash
98c75102f43670755b5515c36a4adeeef7a42d46b7deb9e005cab3dd3e67ffd8

No suspicion flags on this repository.

The full record is in data/2026-10-17/repos/13.json, under the key openclaw/gogcli.

How every number is measured: Porchlamp methodology.

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

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

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