YILING0013/AI_NovelGenerator
What happens to a stranger's pull request here, in the Porchlamp snapshot of 5 November 2026.
For YILING0013/AI_NovelGenerator, the reply time has too small a sample to measure (0 pull requests counted; 10 needed). 38% of 16 outside pull requests got no reply within 14 days (27 April to 24 October 2026). It ranks 3,578 of 4,044 overall. For first-time contributors it ranks 1,810 of 1,904 (the bottom 5%).
| Rank | 3,578 of 4,044 |
|---|---|
| Score | 41.84 |
| Tier | C |
| Median first reply | — |
| 14-day no-reply share | 38% |
| First-timer rank | 1,810 of 1,904 |
| Ecosystem | Python |
| Window | 27 April to 24 October 2026 |
Composite
- Rank
- 3,578 of 4,044
- Score
- 41.84
- Tier
- C
- Coverage
- 62% · Ceiling B
- Quadrant
- Nursery
Coordinates: leverage 34.4 (coverage 61%), friction 44.3 (coverage 65%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 72.9 | 70% |
| Criticality | 23.9 | 35% |
| Governance | 64.2 | 65% |
| Rigor | 31.9 | 100% |
| Accessibility | 0.0 | 50% |
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. | 93.8% | 100.0 | 16 | 22 April to 21 July 2026 | primaryraw/pr_window/YILING0013__AI_NovelGenerator.json |
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 37.5% | 25.0 | 16 | 27 April to 24 October 2026 | primaryraw/pr_window/YILING0013__AI_NovelGenerator.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 86.7% | 100.0 | 15 | — | primaryraw/author_history/YILING0013__AI_NovelGenerator.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | Not shown: Insufficient sample size | ||||
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 762.3 hours (31.8 days) | 23.1 | 16 | 22 April to 19 October 2026 | primaryraw/pr_window/YILING0013__AI_NovelGenerator.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. | 0.2386 | 23.9 | — | — | proxy:no_dependents_signalraw/github_meta/YILING0013__AI_NovelGenerator.json |
Governance
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Elephant FactorThe fewest organisations that account for half of the last year's commits. | Not shown: Insufficient sample size | ||||
| 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/YILING0013__AI_NovelGenerator.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/YILING0013__AI_NovelGenerator.json |
Rigor
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| AI Policy PostureWhether the project has a written policy on AI-assisted contributions. | No written AI policy | 40.0 | — | — | primaryraw/governance/YILING0013__AI_NovelGenerator.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 40 | 40.0 | 16 | — | proxy:review_ciraw/pr_window/YILING0013__AI_NovelGenerator.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 10.5% | 13.2 | 19 | 22 April to 19 October 2026 | primaryraw/pr_window/YILING0013__AI_NovelGenerator.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 0 | 0.0 | — | — | proxy:setup_signals_onlyraw/actions_runs/YILING0013__AI_NovelGenerator.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. | 0 | 0.0 | — | — | primaryraw/gfi/YILING0013__AI_NovelGenerator.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 | 3,578 of 4,044 | 41.84 | C | Rated |
| First-timer | 1,810 of 1,904 | 40.74 | C | Rated |
| Career capital | This repository's production-criticality signal is not yet high enough for career-capital ranking. | |||
| Senior systems | 959 of 986 | 41.74 | C | Rated |
| AI-assisted | 3,742 of 4,002 | 40.18 | C | Rated |
Integrity
- Snapshot
- 2026-11-05
- Raw hash
- 83cc486b2d7f8b46cb8de0cfebc789884172dab295b9294646c9d542d32e371c
No suspicion flags on this repository.
The full record is in data/2026-11-05/repos/06.json, under the key YILING0013/AI_NovelGenerator.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). YILING0013/AI_NovelGenerator. Snapshot 2026-11-05. https://porchlamp.org/projects/yiling0013/ai_novelgenerator/. CC BY 4.0.
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