KellerJordan/modded-nanogpt
First human reply
15.1 days
typical wait for an outside pull request, from 29 measured.
What happens to a stranger's pull request here, in the Porchlamp snapshot of 5 November 2026.
Outside pull requests to KellerJordan/modded-nanogpt got a first human reply in a median of 15.1 days (29 pull requests, 22 April to 19 October 2026); 63% got none within 14 days. It ranks 3,481 of 4,044 overall. For first-time contributors it ranks 1,780 of 1,904 (the bottom 7%).
| Rank | 3,481 of 4,044 |
|---|---|
| Score | 43.14 |
| Tier | C |
| Median first reply | 15.1 days (362.7 hours) |
| 14-day no-reply share | 63% |
| First-timer rank | 1,780 of 1,904 |
| Ecosystem | Python |
| Window | 22 April to 19 October 2026 |
Composite
- Rank
- 3,481 of 4,044
- Score
- 43.14
- Tier
- C
- Coverage
- 84% · Ceiling A
- Quadrant
- Graveyard
Coordinates: leverage 43.7 (coverage 68%), friction 56.1 (coverage 100%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 42.5 | 100% |
| Criticality | 42.6 | 35% |
| Governance | 50.5 | 100% |
| Rigor | 40.9 | 100% |
| Accessibility | 37.4 | 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. | 80.3% | 100.0 | 71 | 22 April to 21 July 2026 | primaryraw/pr_window/KellerJordan__modded-nanogpt.json |
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 62.5% | 0.0 | 96 | 27 April to 24 October 2026 | primaryraw/pr_window/KellerJordan__modded-nanogpt.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 60.9% | 76.1 | 46 | — | primaryraw/author_history/KellerJordan__modded-nanogpt.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 362.7 hours (15.1 days) | 0.0 | 29 | 22 April to 19 October 2026 | primaryraw/pr_window/KellerJordan__modded-nanogpt.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 746.5 hours (31.1 days) | 23.3 | 51 | 22 April to 19 October 2026 | primaryraw/pr_window/KellerJordan__modded-nanogpt.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. | 0.4258 | 42.6 | — | — | proxy:no_dependents_signalraw/github_meta/KellerJordan__modded-nanogpt.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 | 1,013 | — | primaryraw/commits_365d/KellerJordan__modded-nanogpt.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/KellerJordan__modded-nanogpt.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/KellerJordan__modded-nanogpt.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/KellerJordan__modded-nanogpt.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 40 | 40.0 | 53 | — | proxy:review_ciraw/pr_window/KellerJordan__modded-nanogpt.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 34.4% | 43.0 | 61 | 22 April to 19 October 2026 | primaryraw/pr_window/KellerJordan__modded-nanogpt.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 40 | 40.0 | — | — | proxy:setup_signals_onlyraw/actions_runs/KellerJordan__modded-nanogpt.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 27.8% | 55.6 | 18 | — | primaryraw/author_history/KellerJordan__modded-nanogpt.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/KellerJordan__modded-nanogpt.json |
| Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days. | 40.0% | 80.0 | 5 | — | primaryraw/author_history/KellerJordan__modded-nanogpt.json |
Persona view
| Persona | Rank | Score | Tier | Status |
|---|---|---|---|---|
| Balanced | 3,481 of 4,044 | 43.14 | C | Rated |
| First-timer | 1,780 of 1,904 | 42.05 | 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 | 3,576 of 4,002 | 42.66 | C | Rated |
Integrity
- Snapshot
- 2026-11-05
- Raw hash
- 6d5b38212a87e085dfc7d54469605390b9be0b85bbb541772648342fe895de30
No suspicion flags on this repository.
The full record is in data/2026-11-05/repos/be.json, under the key KellerJordan/modded-nanogpt.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). KellerJordan/modded-nanogpt. Snapshot 2026-11-05. https://porchlamp.org/projects/kellerjordan/modded-nanogpt/. CC BY 4.0.
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