Mai-with-u/MaiBot
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
Outside pull requests to Mai-with-u/MaiBot got a first human reply in a median of 37.8 days (17 pull requests, 19 April to 16 October 2026); 28% got none within 14 days. It ranks 2,300 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.
| Rank | 2,300 of 3,219 |
|---|---|
| Score | 44.45 |
| Tier | C |
| Median first reply | 37.8 days (906.1 hours) |
| 14-day no-reply share | 28% |
| First-timer rank | This repository does not show a low enough barrier for a first-time contributor. |
| Ecosystem | Python |
| Window | 19 April to 16 October 2026 |
Composite
- Rank
- 2,300 of 3,219
- Score
- 44.45
- Tier
- C
- Coverage
- 82% · Ceiling A
- Quadrant
- Graveyard
Coordinates: leverage 46.6 (coverage 68%), friction 55.9 (coverage 97%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 44.7 | 100% |
| Criticality | 48.0 | 35% |
| Governance | 50.5 | 100% |
| Rigor | 41.6 | 100% |
| Accessibility | 32.9 | 85% |
The measured parameters
Responsiveness
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days. | 94.6% | 100.0 | 56 | 19 April to 18 July 2026 | primaryraw/pr_window/Mai-with-u__MaiBot.json |
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 27.9% | 44.1 | 68 | 20 April to 17 October 2026 | primaryraw/pr_window/Mai-with-u__MaiBot.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 34.2% | 42.8 | 38 | — | primaryraw/author_history/Mai-with-u__MaiBot.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 906.1 hours (37.8 days) | 0.0 | 17 | 19 April to 16 October 2026 | primaryraw/pr_window/Mai-with-u__MaiBot.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 377.9 hours (15.7 days) | 45.2 | 38 | 19 April to 16 October 2026 | primaryraw/pr_window/Mai-with-u__MaiBot.json |
Criticality
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| 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. | 0.4799 | 48.0 | — | — | proxy:no_dependents_signalraw/github_meta/Mai-with-u__MaiBot.json |
Governance
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Elephant FactorThe fewest organisations that account for half of the last year's commits. | 1 | 25.0 | 785 | — | primaryraw/commits_365d/Mai-with-u__MaiBot.json |
| Legal IP RegimeThe contributor licence regime: DCO, none, a foundation CLA or a corporate CLA. | No CLA or sign-off found | 85.0 | — | — | primaryraw/governance/Mai-with-u__MaiBot.json |
| Promotion LadderHow openly a contributor can become a maintainer, from closed to verified. | No written path to becoming a maintainer | 40.0 | — | — | primaryraw/governance/Mai-with-u__MaiBot.json |
Rigor
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| AI Policy PostureWhether the project has a written policy on AI-assisted contributions. | Written AI policy | 95.0 | — | — | primaryraw/governance/Mai-with-u__MaiBot.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 28.7018 | 28.7 | 171 | — | proxy:review_ciraw/pr_window/Mai-with-u__MaiBot.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 4.3% | 5.3 | 117 | 19 April to 16 October 2026 | primaryraw/pr_window/Mai-with-u__MaiBot.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 70 | 70.0 | 16 | — | primaryraw/actions_runs/Mai-with-u__MaiBot.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 25.0% | 50.0 | 12 | — | primaryraw/author_history/Mai-with-u__MaiBot.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/Mai-with-u__MaiBot.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
| Persona | Rank | Score | Tier | Status |
|---|---|---|---|---|
| Balanced | 2,300 of 3,219 | 44.45 | C | Rated |
| First-timer | This repository does not show a low enough barrier for a first-time contributor. | |||
| Career capital | This repository's production-criticality signal is not yet high enough for career-capital ranking. | |||
| Senior systems | Fewer than 3 organizations account for most commits (not multi-vendor). | |||
| AI-assisted | 2,665 of 3,696 | 43.96 | C | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- 6b52435335e319941b2b3616c848d282f9786406978da7213c29366d71a46ef4
closed_unread
The full record is in data/2026-10-17/repos/39.json, under the key Mai-with-u/MaiBot.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). Mai-with-u/MaiBot. Snapshot 2026-10-17. https://porchlamp.org/projects/mai-with-u/maibot/. CC BY 4.0.
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