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 ansible/awx got a first human reply in a median of 19.3 hours (119 pull requests, 11 April to 8 October 2026); 34% got none within 14 days. It ranks 681 of 3,219 overall. For first-time contributors it ranks 466 of 1,525 (the top 31%).

Key facts
Rank681 of 3,219
Score58.05
TierB
Median first reply19.3 hours
14-day no-reply share34%
First-timer rank466 of 1,525
EcosystemPython
Window11 April to 8 October 2026

Composite

Rank
681 of 3,219
Score
58.05
Tier
B
Coverage
93% · Ceiling A
Quadrant
Sweet Spot

Coordinates: leverage 52.8 (coverage 100%), friction 36.8 (coverage 90%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness66.6100%
Criticality42.7100%
Governance59.3100%
Rigor65.3100%
Accessibility60.550%

The measured parameters

Responsiveness

ParameterValueScoreCountWindowSource
Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days.80.0%100.06511 April to 10 July 2026primaryraw/pr_window/ansible__awx.json
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.33.9%32.116520 April to 17 October 2026primaryraw/pr_window/ansible__awx.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.27.8%34.718—primaryraw/author_history/ansible__awx.json
Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply.19.3 hours (0.8 days)82.911911 April to 8 October 2026primaryraw/pr_window/ansible__awx.json
Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged.330.3 hours (13.8 days)49.610111 April to 8 October 2026primaryraw/pr_window/ansible__awx.json

Criticality

ParameterValueScoreCountWindowSource
DependentsPackages in the registry that depend on this project, counted once each.238.4——primaryraw/dependents/ansible__awx.json
Monthly DownloadsDownloads from the package registry in a month.228,332 downloads a month50.4——primaryraw/downloads/pypi__awx.json
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.0.422642.3——primaryraw/github_meta/ansible__awx.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.250.0326—primaryraw/commits_365d/ansible__awx.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/ansible__awx.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/ansible__awx.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.No written AI policy40.0——primaryraw/governance/ansible__awx.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.9595.0——primaryraw/scorecard/ansible__awx.json
Substantive Review RateShare of decided pull requests that received a substantive review.40.8%51.013011 April to 8 October 2026primaryraw/pr_window/ansible__awx.json

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.8585.019—primaryraw/actions_runs/ansible__awx.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.550.0——primaryraw/gfi/ansible__awx.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
Balanced681 of 3,21958.05BRated
First-timer466 of 1,52561.15BRated
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-assisted662 of 3,69659.66BRated

Integrity

Snapshot
2026-10-17
Raw hash
201508205ebb3a20ca87632d92899e98e132df9923313ec3749efb665b97cdf4

No suspicion flags on this repository.

The full record is in data/2026-10-17/repos/09.json, under the key ansible/awx.

How every number is measured: Porchlamp methodology.

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

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

Similar projects

The ranked projects nearest this one in the same ecosystem.