HKUDS/DeepTutor
First human reply
2.1 days
typical wait for an outside pull request, from 61 measured.
What happens to a stranger's pull request here, in the Porchlamp snapshot of 5 November 2026.
Outside pull requests to HKUDS/DeepTutor got a first human reply in a median of 2.1 days (61 pull requests, 21 April to 18 October 2026); 16% got none within 14 days. It ranks 3,536 of 4,044 overall. It is not ranked for first-time contributors: not enough evidence to show under this lens.
| Rank | 3,536 of 4,044 |
|---|---|
| Score | 42.30 |
| Tier | C |
| Median first reply | 2.1 days (50.1 hours) |
| 14-day no-reply share | 16% |
| First-timer rank | Not enough evidence to show under this lens. |
| Ecosystem | Python |
| Window | 21 April to 18 October 2026 |
Composite
- Rank
- 3,536 of 4,044
- Score
- 42.30
- Tier
- C
- Coverage
- 81% · Ceiling A
- Quadrant
- Nursery
Coordinates: leverage 35.5 (coverage 100%), friction 49.4 (coverage 68%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 57.0 | 55% |
| Criticality | 29.0 | 100% |
| Governance | 50.5 | 100% |
| Rigor | 36.5 | 100% |
| Accessibility | 34.9 | 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. | Not shown: Collector failure | ||||
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 15.8% | 68.4 | 633 | 27 April to 24 October 2026 | primaryraw/pr_window/HKUDS__DeepTutor.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | Not shown: Collector failure | ||||
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 50.1 hours (2.1 days) | 48.4 | 61 | 21 April to 18 October 2026 | primaryraw/pr_window/HKUDS__DeepTutor.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 250.4 hours (10.4 days) | 65.5 | 658 | 21 April to 18 October 2026 | primaryraw/pr_window/HKUDS__DeepTutor.json |
Criticality
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| DependentsPackages in the registry that depend on this project, counted once each. | 0 | 19.2 | — | — | primaryraw/dependents/HKUDS__DeepTutor.json |
| Monthly DownloadsDownloads from the package registry in a month. | 8,643 downloads a month | 23.4 | — | — | primaryraw/downloads/pypi__DeepTutor.json |
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.4405 | 44.0 | — | — | primaryraw/github_meta/HKUDS__DeepTutor.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 | 2,815 | — | primaryraw/commits_365d/HKUDS__DeepTutor.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/HKUDS__DeepTutor.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/HKUDS__DeepTutor.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/HKUDS__DeepTutor.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 13.4212 | 13.4 | 683 | — | proxy:review_ciraw/pr_window/HKUDS__DeepTutor.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 7.0% | 8.7 | 731 | 21 April to 18 October 2026 | primaryraw/pr_window/HKUDS__DeepTutor.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 93.1042 | 93.1 | 30 | — | primaryraw/actions_runs/HKUDS__DeepTutor.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | Not shown: Collector failure | ||||
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 1 | 10.0 | — | — | primaryraw/gfi/HKUDS__DeepTutor.json |
| Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days. | Not shown: Collector failure | ||||
Persona view
| Persona | Rank | Score | Tier | Status |
|---|---|---|---|---|
| Balanced | 3,536 of 4,044 | 42.30 | C | Rated |
| First-timer | Not enough evidence to show under this lens. | |||
| 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 | 3,693 of 4,002 | 41.03 | C | Rated |
Integrity
- Snapshot
- 2026-11-05
- Raw hash
- 5cb35451542f7e334653b102a9149a98d1a1f6e3492a1301b9f14c9917a5f07c
No suspicion flags on this repository.
The full record is in data/2026-11-05/repos/b0.json, under the key HKUDS/DeepTutor.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). HKUDS/DeepTutor. Snapshot 2026-11-05. https://porchlamp.org/projects/hkuds/deeptutor/. CC BY 4.0.
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