arcee-ai/mergekit
What happens to a stranger's pull request here, in the Porchlamp snapshot of 5 November 2026.
For arcee-ai/mergekit, the reply time has too small a sample to measure (0 pull requests counted; 10 needed). 87% of 15 outside pull requests got no reply within 14 days (27 April to 24 October 2026). It ranks 3,843 of 4,044 overall. For first-time contributors it ranks 1,858 of 1,904 (the bottom 3%).
| Rank | 3,843 of 4,044 |
|---|---|
| Score | 36.58 |
| Tier | D |
| Median first reply | — |
| 14-day no-reply share | 87% |
| First-timer rank | 1,858 of 1,904 |
| Ecosystem | Python |
| Window | 27 April to 24 October 2026 |
Composite
- Rank
- 3,843 of 4,044
- Score
- 36.58
- Tier
- D
- Coverage
- 63% · Ceiling B
- Quadrant
- Graveyard
Coordinates: leverage 36.6 (coverage 59%), friction 64.7 (coverage 70%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 36.0 | 45% |
| Criticality | 38.3 | 35% |
| Governance | 29.5 | 100% |
| Rigor | 38.5 | 70% |
| Accessibility | 42.3 | 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. | Not shown: Insufficient sample size | ||||
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 86.7% | 0.0 | 15 | 27 April to 24 October 2026 | primaryraw/pr_window/arcee-ai__mergekit.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 62.5% | 78.1 | 8 | — | primaryraw/author_history/arcee-ai__mergekit.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. | 1569.8 hours (65.4 days) | 5.5 | 7 | 25 April to 22 October 2026 | primaryraw/pr_window/arcee-ai__mergekit.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. | 0.383 | 38.3 | — | — | proxy:no_dependents_signalraw/github_meta/arcee-ai__mergekit.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 | 32 | — | primaryraw/commits_365d/arcee-ai__mergekit.json |
| Legal IP RegimeThe contributor licence regime: DCO, none, a foundation CLA or a corporate CLA. | Company CLA | 25.0 | — | — | primaryraw/governance/arcee-ai__mergekit.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/arcee-ai__mergekit.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/arcee-ai__mergekit.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 37.3333 | 37.3 | 12 | — | proxy:review_ciraw/pr_window/arcee-ai__mergekit.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | Not shown: Insufficient sample size | ||||
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 70 | 70.0 | 30 | — | primaryraw/actions_runs/arcee-ai__mergekit.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 36.4% | 72.7 | 11 | — | primaryraw/author_history/arcee-ai__mergekit.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/arcee-ai__mergekit.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 | 3,843 of 4,044 | 36.58 | D | Rated |
| First-timer | 1,858 of 1,904 | 37.37 | D | 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 | 3,871 of 4,002 | 36.97 | D | Rated |
Integrity
- Snapshot
- 2026-11-05
- Raw hash
- 98db4cb595beaca5e6dfb0a7534fd57adac258b0288b65ac8ce1447b806bfacd
No suspicion flags on this repository.
The full record is in data/2026-11-05/repos/c3.json, under the key arcee-ai/mergekit.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). arcee-ai/mergekit. Snapshot 2026-11-05. https://porchlamp.org/projects/arcee-ai/mergekit/. CC BY 4.0.
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