NevaMind-AI/memU
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
Outside pull requests to NevaMind-AI/memU got a first human reply in a median of 4.8 hours (59 pull requests, 18 April to 15 October 2026); 11% got none within 14 days. It ranks 759 of 3,219 overall. For first-time contributors it ranks 272 of 1,525 (the top 18%).
| Rank | 759 of 3,219 |
|---|---|
| Score | 57.29 |
| Tier | B |
| Median first reply | 4.8 hours |
| 14-day no-reply share | 11% |
| First-timer rank | 272 of 1,525 |
| Ecosystem | Python |
| Window | 18 April to 15 October 2026 |
Composite
- Rank
- 759 of 3,219
- Score
- 57.29
- Tier
- B
- Coverage
- 100% · Full
- Quadrant
- Nursery
Coordinates: leverage 41.6 (coverage 100%), friction 25.9 (coverage 100%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 84.7 | 100% |
| Criticality | 23.3 | 100% |
| Governance | 68.0 | 100% |
| Rigor | 54.5 | 100% |
| Accessibility | 56.8 | 100% |
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. | 85.2% | 100.0 | 27 | 18 April to 17 July 2026 | primaryraw/pr_window/NevaMind-AI__memU.json |
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 11.0% | 77.9 | 181 | 20 April to 17 October 2026 | primaryraw/pr_window/NevaMind-AI__memU.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 40.0% | 50.0 | 25 | — | primaryraw/author_history/NevaMind-AI__memU.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 4.8 hours (0.2 days) | 100.0 | 59 | 18 April to 15 October 2026 | primaryraw/pr_window/NevaMind-AI__memU.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 107.7 hours (4.5 days) | 80.2 | 157 | 18 April to 15 October 2026 | primaryraw/pr_window/NevaMind-AI__memU.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/NevaMind-AI__memU.json |
| Monthly DownloadsDownloads from the package registry in a month. | 1,921 downloads a month | 17.3 | — | — | primaryraw/downloads/pypi__memU.json |
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.36 | 36.0 | — | — | primaryraw/github_meta/NevaMind-AI__memU.json |
Governance
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Elephant FactorThe fewest organisations that account for half of the last year's commits. | 3 | 75.0 | 300 | — | primaryraw/commits_365d/NevaMind-AI__memU.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/NevaMind-AI__memU.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/NevaMind-AI__memU.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/NevaMind-AI__memU.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 57.7907 | 57.8 | 172 | — | proxy:review_ciraw/pr_window/NevaMind-AI__memU.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 7.7% | 9.6 | 182 | 18 April to 15 October 2026 | primaryraw/pr_window/NevaMind-AI__memU.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 85 | 85.0 | 30 | — | primaryraw/actions_runs/NevaMind-AI__memU.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 62.5% | 100.0 | 16 | — | primaryraw/author_history/NevaMind-AI__memU.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/NevaMind-AI__memU.json |
| Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days. | 30.0% | 60.0 | 10 | — | primaryraw/author_history/NevaMind-AI__memU.json |
Persona view
| Persona | Rank | Score | Tier | Status |
|---|---|---|---|---|
| Balanced | 759 of 3,219 | 57.29 | B | Rated |
| First-timer | 272 of 1,525 | 64.65 | B | Rated |
| Career capital | This repository's production-criticality signal is not yet high enough for career-capital ranking. | |||
| Senior systems | 754 of 1,276 | 51.60 | C | Rated |
| AI-assisted | 987 of 3,696 | 56.55 | B | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- 43b405122d7e8ef1284df5b21aa196efbe09103ad1c77430d2801adb03a1917b
No suspicion flags on this repository.
The full record is in data/2026-10-17/repos/32.json, under the key NevaMind-AI/memU.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). NevaMind-AI/memU. Snapshot 2026-10-17. https://porchlamp.org/projects/nevamind-ai/memu/. CC BY 4.0.
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