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 codebymitch/TitanBot got a first human reply in a median of 31.1 hours (17 pull requests, 18 April to 15 October 2026); 48% got none within 14 days. It ranks 2,848 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
Rank2,848 of 3,219
Score37.24
TierD
Median first reply31.1 hours
14-day no-reply share48%
First-timer rankThis repository does not show a low enough barrier for a first-time contributor.
EcosystemJavaScript
Window18 April to 15 October 2026

Composite

Rank
2,848 of 3,219
Score
37.24
Tier
D
Coverage
74% · Ceiling B
Quadrant
Graveyard

Coordinates: leverage 30.2 (coverage 68%), friction 53.7 (coverage 85%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness50.390%
Criticality27.335%
Governance50.5100%
Rigor21.6100%
Accessibility30.050%

The measured parameters

Responsiveness

ParameterValueScoreCountWindowSource
Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days.89.5%100.01918 April to 17 July 2026primaryraw/pr_window/codebymitch__TitanBot.json
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.48.1%3.72720 April to 17 October 2026primaryraw/pr_window/codebymitch__TitanBot.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.0.0%0.015—primaryraw/author_history/codebymitch__TitanBot.json
Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply.31.1 hours (1.3 days)65.71718 April to 15 October 2026primaryraw/pr_window/codebymitch__TitanBot.json
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.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.0.272927.3——proxy:no_dependents_signalraw/github_meta/codebymitch__TitanBot.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.125.0166—primaryraw/commits_365d/codebymitch__TitanBot.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/codebymitch__TitanBot.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/codebymitch__TitanBot.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.No written AI policy40.0——primaryraw/governance/codebymitch__TitanBot.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.24.121224.111—proxy:review_ciraw/pr_window/codebymitch__TitanBot.json
Substantive Review RateShare of decided pull requests that received a substantive review.0.0%0.09818 April to 15 October 2026primaryraw/pr_window/codebymitch__TitanBot.json

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.100100.011—primaryraw/actions_runs/codebymitch__TitanBot.json
Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days.Not shown: Insufficient sample size
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.00.0——primaryraw/gfi/codebymitch__TitanBot.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
Balanced2,848 of 3,21937.24DRated
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-assisted3,504 of 3,69633.67DRated

Integrity

Snapshot
2026-10-17
Raw hash
c58dab0b458ca275768f735a800d97a673ab6693e80745b1a8df14540e5ca91b

closed_unread

The full record is in data/2026-10-17/repos/18.json, under the key codebymitch/TitanBot.

How every number is measured: Porchlamp methodology.

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

Porchlamp (2026). codebymitch/TitanBot. Snapshot 2026-10-17. https://porchlamp.org/projects/codebymitch/titanbot/. CC BY 4.0.

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