deepspeedai/DeepSpeedExamples
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
Outside pull requests to deepspeedai/DeepSpeedExamples got a first human reply in a median of 4.5 days (11 pull requests, 19 April to 16 October 2026); 21% got none within 14 days. It ranks 2,054 of 3,219 overall. It is not ranked for first-time contributors: not enough evidence to show under this lens.
| Rank | 2,054 of 3,219 |
|---|---|
| Score | 46.66 |
| Tier | C |
| Median first reply | 4.5 days (107.9 hours) |
| 14-day no-reply share | 21% |
| First-timer rank | Not enough evidence to show under this lens. |
| Ecosystem | Python |
| Window | 19 April to 16 October 2026 |
Composite
- Rank
- 2,054 of 3,219
- Score
- 46.66
- Tier
- C
- Coverage
- 63% · Ceiling B
- Quadrant
- Graveyard
Coordinates: leverage 49.7 (coverage 61%), friction 53.4 (coverage 64%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 33.2 | 55% |
| Criticality | 33.1 | 35% |
| Governance | 72.3 | 65% |
| Rigor | 62.5 | 100% |
| Accessibility | 41.8 | 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. | 21.4% | 57.1 | 14 | 20 April to 17 October 2026 | primaryraw/pr_window/deepspeedai__DeepSpeedExamples.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | Not shown: Insufficient sample size | ||||
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 107.9 hours (4.5 days) | 20.8 | 11 | 19 April to 16 October 2026 | primaryraw/pr_window/deepspeedai__DeepSpeedExamples.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 495.1 hours (20.6 days) | 34.3 | 12 | 19 April to 16 October 2026 | primaryraw/pr_window/deepspeedai__DeepSpeedExamples.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. | 0.3306 | 33.1 | — | — | proxy:no_dependents_signalraw/github_meta/deepspeedai__DeepSpeedExamples.json |
Governance
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Elephant FactorThe fewest organisations that account for half of the last year's commits. | Not shown: Insufficient sample size | ||||
| Legal IP RegimeThe contributor licence regime: DCO, none, a foundation CLA or a corporate CLA. | Sign-off on commits (DCO) | 100.0 | — | — | primaryraw/governance/deepspeedai__DeepSpeedExamples.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/deepspeedai__DeepSpeedExamples.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/deepspeedai__DeepSpeedExamples.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 95 | 95.0 | 12 | — | proxy:review_ciraw/pr_window/deepspeedai__DeepSpeedExamples.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 33.3% | 41.7 | 12 | 19 April to 16 October 2026 | primaryraw/pr_window/deepspeedai__DeepSpeedExamples.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/deepspeedai__DeepSpeedExamples.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 40.0% | 80.0 | 5 | — | primaryraw/author_history/deepspeedai__DeepSpeedExamples.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/deepspeedai__DeepSpeedExamples.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 | 2,054 of 3,219 | 46.66 | 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 | 834 of 1,276 | 49.21 | C | Rated |
| AI-assisted | 1,845 of 3,696 | 50.14 | C | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- d147a34bc79b09cb56f699c190a7f4126b1a3620086e8e3525d78b7bd8f9a1eb
No suspicion flags on this repository.
The full record is in data/2026-10-17/repos/20.json, under the key deepspeedai/DeepSpeedExamples.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). deepspeedai/DeepSpeedExamples. Snapshot 2026-10-17. https://porchlamp.org/projects/deepspeedai/deepspeedexamples/. CC BY 4.0.
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