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

tirth8205/code-review-graph

Python

First human reply

11 days

typical wait for an outside pull request, from 244 measured.

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

Outside pull requests to tirth8205/code-review-graph got a first human reply in a median of 11 days (244 pull requests, 22 April to 19 October 2026); 37% got none within 14 days. It ranks 3,732 of 4,044 overall. It is not ranked for first-time contributors: not enough evidence to show under this lens.

Key facts
Rank3,732 of 4,044
Score39.48
TierD
Median first reply11 days (263.7 hours)
14-day no-reply share37%
First-timer rankNot enough evidence to show under this lens.
EcosystemPython
Window22 April to 19 October 2026

Composite

Rank
3,732 of 4,044
Score
39.48
Tier
D
Coverage
88% · Ceiling A
Quadrant
Graveyard

Coordinates: leverage 42.4 (coverage 100%), friction 60.9 (coverage 80%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness37.680%
Criticality26.0100%
Governance50.5100%
Rigor64.3100%
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%100.010922 April to 21 July 2026primaryraw/pr_window/tirth8205__code-review-graph.json
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.36.7%26.623727 April to 24 October 2026primaryraw/pr_window/tirth8205__code-review-graph.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.263.7 hours (11 days)0.024422 April to 19 October 2026primaryraw/pr_window/tirth8205__code-review-graph.json
Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged.1161.9 hours (48.4 days)11.19022 April to 19 October 2026primaryraw/pr_window/tirth8205__code-review-graph.json

Criticality

ParameterValueScoreCountWindowSource
DependentsPackages in the registry that depend on this project, counted once each.019.2——primaryraw/dependents/tirth8205__code-review-graph.json
Monthly DownloadsDownloads from the package registry in a month.3,584 downloads a month16.7——primaryraw/downloads/pypi__code-review-graph.json
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.0.405140.5——primaryraw/github_meta/tirth8205__code-review-graph.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.125.01,261—primaryraw/commits_365d/tirth8205__code-review-graph.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/tirth8205__code-review-graph.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/tirth8205__code-review-graph.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.Written AI policy95.0——primaryraw/governance/tirth8205__code-review-graph.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.17.321617.3227—proxy:review_ciraw/pr_window/tirth8205__code-review-graph.json
Substantive Review RateShare of decided pull requests that received a substantive review.76.9%96.121222 April to 19 October 2026primaryraw/pr_window/tirth8205__code-review-graph.json

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.8585.025—primaryraw/actions_runs/tirth8205__code-review-graph.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/tirth8205__code-review-graph.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
Balanced3,732 of 4,04439.48DRated
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-assisted3,366 of 4,00245.35CRated

Integrity

Snapshot
2026-11-05
Raw hash
e2273b0d705c34e552e33ea14856be823456e122aa3df2d1d69bbfd03c20931f

No suspicion flags on this repository.

The full record is in data/2026-11-05/repos/07.json, under the key tirth8205/code-review-graph.

How every number is measured: Porchlamp methodology.

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

Porchlamp (2026). tirth8205/code-review-graph. Snapshot 2026-11-05. https://porchlamp.org/projects/tirth8205/code-review-graph/. CC BY 4.0.

Similar projects

The ranked projects nearest this one in the same ecosystem.