eosphoros-ai/DB-GPT
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
Outside pull requests to eosphoros-ai/DB-GPT got a first human reply in a median of 46 hours (112 pull requests, 10 April to 7 October 2026); 33% got none within 14 days. It ranks 802 of 3,219 overall. For first-time contributors it ranks 344 of 1,525 (the top 23%).
| Rank | 802 of 3,219 |
|---|---|
| Score | 56.99 |
| Tier | B |
| Median first reply | 46 hours |
| 14-day no-reply share | 33% |
| First-timer rank | 344 of 1,525 |
| Ecosystem | Python |
| Window | 10 April to 7 October 2026 |
Composite
- Rank
- 802 of 3,219
- Score
- 56.99
- Tier
- B
- Coverage
- 100% · Full
- Quadrant
- Nursery
Coordinates: leverage 44.5 (coverage 100%), friction 29.3 (coverage 100%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 69.3 | 100% |
| Criticality | 22.6 | 100% |
| Governance | 76.8 | 100% |
| Rigor | 59.4 | 100% |
| Accessibility | 65.0 | 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. | 79.1% | 98.8 | 43 | 10 April to 9 July 2026 | primaryraw/pr_window/eosphoros-ai__DB-GPT.json |
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 32.8% | 34.4 | 131 | 20 April to 17 October 2026 | primaryraw/pr_window/eosphoros-ai__DB-GPT.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 70.4% | 88.0 | 27 | — | primaryraw/author_history/eosphoros-ai__DB-GPT.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 46.0 hours (1.9 days) | 51.5 | 112 | 10 April to 7 October 2026 | primaryraw/pr_window/eosphoros-ai__DB-GPT.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 213.7 hours (8.9 days) | 63.7 | 71 | 10 April to 7 October 2026 | primaryraw/pr_window/eosphoros-ai__DB-GPT.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/eosphoros-ai__DB-GPT.json |
| Monthly DownloadsDownloads from the package registry in a month. | 914 downloads a month | 11.1 | — | — | primaryraw/downloads/pypi__DB-GPT.json |
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.385 | 38.5 | — | — | primaryraw/github_meta/eosphoros-ai__DB-GPT.json |
Governance
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Elephant FactorThe fewest organisations that account for half of the last year's commits. | 4 | 100.0 | 178 | — | primaryraw/commits_365d/eosphoros-ai__DB-GPT.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/eosphoros-ai__DB-GPT.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/eosphoros-ai__DB-GPT.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/eosphoros-ai__DB-GPT.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 98.0215 | 98.0 | 93 | — | proxy:review_ciraw/pr_window/eosphoros-ai__DB-GPT.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 21.8% | 27.3 | 110 | 10 April to 7 October 2026 | primaryraw/pr_window/eosphoros-ai__DB-GPT.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 100 | 100.0 | 17 | — | primaryraw/actions_runs/eosphoros-ai__DB-GPT.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 88.9% | 100.0 | 9 | — | primaryraw/author_history/eosphoros-ai__DB-GPT.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/eosphoros-ai__DB-GPT.json |
| Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days. | 62.5% | 100.0 | 8 | — | primaryraw/author_history/eosphoros-ai__DB-GPT.json |
Persona view
| Persona | Rank | Score | Tier | Status |
|---|---|---|---|---|
| Balanced | 802 of 3,219 | 56.99 | B | Rated |
| First-timer | 344 of 1,525 | 63.46 | B | Rated |
| Career capital | This repository's production-criticality signal is not yet high enough for career-capital ranking. | |||
| Senior systems | 708 of 1,276 | 52.63 | C | Rated |
| AI-assisted | 897 of 3,696 | 57.18 | B | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- 8136ce69f947b7a36519da564d359a7d1e43537d958bc4bef8cbe350ace9dc3d
No suspicion flags on this repository.
The full record is in data/2026-10-17/repos/52.json, under the key eosphoros-ai/DB-GPT.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). eosphoros-ai/DB-GPT. Snapshot 2026-10-17. https://porchlamp.org/projects/eosphoros-ai/db-gpt/. CC BY 4.0.
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