pallets-eco/flask-admin
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
Outside pull requests to pallets-eco/flask-admin got a first human reply in a median of 16.5 hours (26 pull requests, 19 April to 16 October 2026); 19% got none within 14 days. It ranks 682 of 3,219 overall. It is not ranked for first-time contributors: not enough evidence to show under this lens.
| Rank | 682 of 3,219 |
|---|---|
| Score | 58.05 |
| Tier | B |
| Median first reply | 16.5 hours |
| 14-day no-reply share | 19% |
| First-timer rank | Not enough evidence to show under this lens. |
| Ecosystem | Python |
| Window | 19 April to 16 October 2026 |
Composite
- Rank
- 682 of 3,219
- Score
- 58.05
- Tier
- B
- Coverage
- 87% · Ceiling A
- Quadrant
- Sweet Spot
Coordinates: leverage 50.6 (coverage 100%), friction 34.0 (coverage 75%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 75.1 | 55% |
| Criticality | 55.6 | 100% |
| Governance | 59.3 | 100% |
| Rigor | 36.7 | 100% |
| Accessibility | 53.5 | 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. | 18.8% | 62.5 | 16 | 20 April to 17 October 2026 | primaryraw/pr_window/pallets-eco__flask-admin.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. | 16.5 hours (0.7 days) | 88.4 | 26 | 19 April to 16 October 2026 | primaryraw/pr_window/pallets-eco__flask-admin.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 303.0 hours (12.6 days) | 54.0 | 43 | 19 April to 16 October 2026 | primaryraw/pr_window/pallets-eco__flask-admin.json |
Criticality
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| DependentsPackages in the registry that depend on this project, counted once each. | 28 | 60.5 | — | — | primaryraw/dependents/pallets-eco__flask-admin.json |
| Monthly DownloadsDownloads from the package registry in a month. | 2.0 million downloads a month | 67.4 | — | — | primaryraw/downloads/pypi__flask-admin.json |
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.4135 | 41.3 | — | — | primaryraw/github_meta/pallets-eco__flask-admin.json |
Governance
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Elephant FactorThe fewest organisations that account for half of the last year's commits. | 2 | 50.0 | 129 | — | primaryraw/commits_365d/pallets-eco__flask-admin.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/pallets-eco__flask-admin.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/pallets-eco__flask-admin.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/pallets-eco__flask-admin.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 56.7619 | 56.8 | 63 | — | proxy:review_ciraw/pr_window/pallets-eco__flask-admin.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 5.3% | 6.6 | 57 | 19 April to 16 October 2026 | primaryraw/pr_window/pallets-eco__flask-admin.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 70 | 70.0 | 30 | — | primaryraw/actions_runs/pallets-eco__flask-admin.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 50.0% | 100.0 | 6 | — | primaryraw/author_history/pallets-eco__flask-admin.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/pallets-eco__flask-admin.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 | 682 of 3,219 | 58.05 | B | 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 | 1,414 of 3,696 | 53.21 | C | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- 9b3a9cd74dff2db89f1887b04b2615941a165fbaceb9e3454ce2e9adbc7cd2df
No suspicion flags on this repository.
The full record is in data/2026-10-17/repos/f6.json, under the key pallets-eco/flask-admin.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). pallets-eco/flask-admin. Snapshot 2026-10-17. https://porchlamp.org/projects/pallets-eco/flask-admin/. CC BY 4.0.
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