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

experientiallabs/experiential

Python

First human reply

7.5 days

typical wait for an outside pull request, from 28 measured.

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

Outside pull requests to experientiallabs/experiential got a first human reply in a median of 7.5 days (28 pull requests, 27 April to 24 October 2026); 11% got none within 14 days. It ranks 3,571 of 4,044 overall. It is not ranked for first-time contributors: not enough evidence to show under this lens.

Key facts
Rank3,571 of 4,044
Score41.90
TierC
Median first reply7.5 days (178.8 hours)
14-day no-reply share11%
First-timer rankNot enough evidence to show under this lens.
EcosystemPython
Window27 April to 24 October 2026

Composite

Rank
3,571 of 4,044
Score
41.90
Tier
C
Coverage
71% · Ceiling B
Quadrant
Graveyard

Coordinates: leverage 44.3 (coverage 68%), friction 55.5 (coverage 80%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness58.880%
Criticality41.535%
Governance50.5100%
Rigor44.9100%
Accessibility0.050%

The measured parameters

Responsiveness

ParameterValueScoreCountWindowSource
Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days.99.1%100.011027 April to 26 July 2026proxy:din3_unappliedraw/pr_window/experientiallabs__experiential.json
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.11.3%77.487527 April to 24 October 2026primaryraw/pr_window/experientiallabs__experiential.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.178.8 hours (7.5 days)2.62827 April to 24 October 2026primaryraw/pr_window/experientiallabs__experiential.json
Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged.22.8 hours (1 days)96.777527 April to 24 October 2026primaryraw/pr_window/experientiallabs__experiential.json

Criticality

ParameterValueScoreCountWindowSource
DependentsPackages in the registry that depend on this project, counted once each.Not shown: Third-party data unavailable
Monthly DownloadsDownloads from the package registry in a month.Not shown: Third-party data unavailable
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.0.414841.5——proxy:no_dependents_signalraw/github_meta/experientiallabs__experiential.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.125.01,105—primaryraw/commits_365d/experientiallabs__experiential.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/experientiallabs__experiential.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/experientiallabs__experiential.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.Written AI policy95.0——primaryraw/governance/experientiallabs__experiential.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.40.070140.1856—proxy:review_ciraw/pr_window/experientiallabs__experiential.json
Substantive Review RateShare of decided pull requests that received a substantive review.0.9%1.180127 April to 24 October 2026primaryraw/pr_window/experientiallabs__experiential.json

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.00.0——proxy:setup_signals_onlyraw/actions_runs/experientiallabs__experiential.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/experientiallabs__experiential.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
Balanced3,571 of 4,04441.90CRated
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-assisted3,527 of 4,00243.33CRated

Integrity

Snapshot
2026-11-05
Raw hash
8bc7e2fbd2cb9c353508ff6d7ef5d48e038ac180bcdc9041f839202de134d854

No suspicion flags on this repository.

The full record is in data/2026-11-05/repos/af.json, under the key experientiallabs/experiential.

How every number is measured: Porchlamp methodology.

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

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

Similar projects

The ranked projects nearest this one in the same ecosystem.