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.

For HKUDS/ClawTeam, the reply time and the share with no reply within 14 days both have too small a sample to measure (0 and 8 pull requests counted; 10 needed). It ranks 2,096 of 3,219 overall. For first-time contributors it ranks 839 of 1,525 (the bottom 46%).

Key facts
Rank2,096 of 3,219
Score46.30
TierC
Median first reply—
14-day no-reply share—
First-timer rank839 of 1,525
EcosystemPython
Window—

Composite

Rank
2,096 of 3,219
Score
46.30
Tier
C
Coverage
70% · Ceiling B
Quadrant
Nursery

Coordinates: leverage 28.8 (coverage 79%), friction 36.8 (coverage 60%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness82.320%
Criticality16.9100%
Governance41.5100%
Rigor40.030%
Accessibility48.0100%

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.Not shown: Insufficient sample size
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.65.9%82.341—primaryraw/author_history/HKUDS__ClawTeam.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.Not shown: Insufficient sample size

Criticality

ParameterValueScoreCountWindowSource
DependentsPackages in the registry that depend on this project, counted once each.015.9——primaryraw/dependents/HKUDS__ClawTeam.json
Monthly DownloadsDownloads from the package registry in a month.337 downloads a month6.3——primaryraw/downloads/pypi__ClawTeam.json
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.0.256225.6——primaryraw/github_meta/HKUDS__ClawTeam.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.125.0217—primaryraw/commits_365d/HKUDS__ClawTeam.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/HKUDS__ClawTeam.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.Merged pull requests all came from one organisation10.0——primaryraw/governance/HKUDS__ClawTeam.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.No written AI policy40.0——primaryraw/governance/HKUDS__ClawTeam.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.Not shown: Insufficient sample size

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.5050.030—primaryraw/actions_runs/HKUDS__ClawTeam.json
Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days.68.8%100.016—primaryraw/author_history/HKUDS__ClawTeam.json
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.00.0——primaryraw/gfi/HKUDS__ClawTeam.json
Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days.18.2%36.411—primaryraw/author_history/HKUDS__ClawTeam.json

Persona view

PersonaRankScoreTierStatus
Balanced2,096 of 3,21946.30CRated
First-timer839 of 1,52555.11B (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-assistedNot enough evidence to show under this lens.

Integrity

Snapshot
2026-10-17
Raw hash
c0a8c1ecbb1a55cf7e2b0ab7c1573d4f3307366bd17097557faa9ccf580851bc

No suspicion flags on this repository.

The full record is in data/2026-10-17/repos/a2.json, under the key HKUDS/ClawTeam.

How every number is measured: Porchlamp methodology.

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

Porchlamp (2026). HKUDS/ClawTeam. Snapshot 2026-10-17. https://porchlamp.org/projects/hkuds/clawteam/. CC BY 4.0.

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