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 camel-ai/oasis, the reply time has too small a sample to measure (0 pull requests counted; 10 needed). 60% of 10 outside pull requests got no reply within 14 days (20 April to 17 October 2026). It ranks 3,116 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
Rank3,116 of 3,219
Score29.75
TierD
Median first reply—
14-day no-reply share60%
First-timer rankThis repository does not show a low enough barrier for a first-time contributor.
EcosystemPython
Window20 April to 17 October 2026

Composite

Rank
3,116 of 3,219
Score
29.75
Tier
D
Coverage
78% · Ceiling B
Quadrant
Graveyard

Coordinates: leverage 32.1 (coverage 88%), friction 70.0 (coverage 70%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness11.345%
Criticality24.8100%
Governance59.3100%
Rigor26.360%
Accessibility32.885%

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.60.0%0.01020 April to 17 October 2026primaryraw/pr_window/camel-ai__oasis.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.20.0%25.05—primaryraw/author_history/camel-ai__oasis.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.2223.0 hours (92.6 days)1.0619 April to 16 October 2026primaryraw/pr_window/camel-ai__oasis.json

Criticality

ParameterValueScoreCountWindowSource
DependentsPackages in the registry that depend on this project, counted once each.015.9——primaryraw/dependents/camel-ai__oasis.json
Monthly DownloadsDownloads from the package registry in a month.22,004 downloads a month33.9——primaryraw/downloads/pypi__oasis.json
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.0.284128.4——primaryraw/github_meta/camel-ai__oasis.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.250.094—primaryraw/commits_365d/camel-ai__oasis.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/camel-ai__oasis.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/camel-ai__oasis.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.No written AI policy40.0——primaryraw/governance/camel-ai__oasis.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.10.0%12.51019 April to 16 October 2026primaryraw/pr_window/camel-ai__oasis.json

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.8585.030—primaryraw/actions_runs/camel-ai__oasis.json
Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days.16.7%33.36—primaryraw/author_history/camel-ai__oasis.json
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.110.0——primaryraw/gfi/camel-ai__oasis.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
Balanced3,116 of 3,21929.75DRated
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-assisted3,625 of 3,69628.58DRated

Integrity

Snapshot
2026-10-17
Raw hash
5b401bb8de7dc440ea9ab46049a774faeb8ba7b10ff6c489b69984e328fa0b6e

No suspicion flags on this repository.

The full record is in data/2026-10-17/repos/d2.json, under the key camel-ai/oasis.

How every number is measured: Porchlamp methodology.

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

Porchlamp (2026). camel-ai/oasis. Snapshot 2026-10-17. https://porchlamp.org/projects/camel-ai/oasis/. CC BY 4.0.

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