StarTrail-org/PixelRAG
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
Outside pull requests to StarTrail-org/PixelRAG got a first human reply in a median of 3.1 days (24 pull requests, 18 April to 15 October 2026); 22% got none within 14 days. It ranks 2,537 of 3,219 overall. For first-time contributors it ranks 1,407 of 1,525 (the bottom 8%).
| Rank | 2,537 of 3,219 |
|---|---|
| Score | 41.70 |
| Tier | C |
| Median first reply | 3.1 days (75.1 hours) |
| 14-day no-reply share | 22% |
| First-timer rank | 1,407 of 1,525 |
| Ecosystem | Python |
| Window | 18 April to 15 October 2026 |
Composite
- Rank
- 2,537 of 3,219
- Score
- 41.70
- Tier
- C
- Coverage
- 93% · Ceiling A
- Quadrant
- Nursery
Coordinates: leverage 35.1 (coverage 100%), friction 47.3 (coverage 90%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 63.9 | 100% |
| Criticality | 20.1 | 100% |
| Governance | 59.3 | 100% |
| Rigor | 43.9 | 100% |
| Accessibility | 15.0 | 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. | 95.5% | 100.0 | 66 | 18 April to 17 July 2026 | primaryraw/pr_window/StarTrail-org__PixelRAG.json |
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 21.8% | 56.3 | 119 | 20 April to 17 October 2026 | primaryraw/pr_window/StarTrail-org__PixelRAG.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 69.2% | 86.5 | 26 | — | primaryraw/author_history/StarTrail-org__PixelRAG.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 75.1 hours (3.1 days) | 33.9 | 24 | 18 April to 15 October 2026 | primaryraw/pr_window/StarTrail-org__PixelRAG.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 551.9 hours (23 days) | 30.1 | 115 | 18 April to 15 October 2026 | primaryraw/pr_window/StarTrail-org__PixelRAG.json |
Criticality
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| DependentsPackages in the registry that depend on this project, counted once each. | 0 | 15.9 | — | — | primaryraw/dependents/StarTrail-org__PixelRAG.json |
| Monthly DownloadsDownloads from the package registry in a month. | 1,193 downloads a month | 13.6 | — | — | primaryraw/downloads/pypi__PixelRAG.json |
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.2956 | 29.6 | — | — | primaryraw/github_meta/StarTrail-org__PixelRAG.json |
Governance
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Elephant FactorThe fewest organisations that account for half of the last year's commits. | 2 | 50.0 | 108 | — | primaryraw/commits_365d/StarTrail-org__PixelRAG.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/StarTrail-org__PixelRAG.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/StarTrail-org__PixelRAG.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/StarTrail-org__PixelRAG.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 35.7011 | 35.7 | 116 | — | proxy:review_ciraw/pr_window/StarTrail-org__PixelRAG.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 3.1% | 3.8 | 131 | 18 April to 15 October 2026 | primaryraw/pr_window/StarTrail-org__PixelRAG.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 50 | 50.0 | 30 | — | primaryraw/actions_runs/StarTrail-org__PixelRAG.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/StarTrail-org__PixelRAG.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 | 2,537 of 3,219 | 41.70 | C | Rated |
| First-timer | 1,407 of 1,525 | 42.16 | C | Rated |
| 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 | 2,846 of 3,696 | 42.57 | C | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- db59329469437bf47238f8e10d2c35ee10a4b3053a78384226a73ecf3f0900c5
No suspicion flags on this repository.
The full record is in data/2026-10-17/repos/17.json, under the key StarTrail-org/PixelRAG.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). StarTrail-org/PixelRAG. Snapshot 2026-10-17. https://porchlamp.org/projects/startrail-org/pixelrag/. CC BY 4.0.
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