bottlepy/bottle
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
Outside pull requests to bottlepy/bottle got a first human reply in a median of 2.6 hours (10 pull requests, 18 April to 15 October 2026); 47% got none within 14 days. It ranks 1,338 of 3,219 overall. It is not ranked for first-time contributors: this repository does not show a low enough barrier for a first-time contributor.
| Rank | 1,338 of 3,219 |
|---|---|
| Score | 52.60 |
| Tier | C |
| Median first reply | 2.6 hours |
| 14-day no-reply share | 47% |
| First-timer rank | This repository does not show a low enough barrier for a first-time contributor. |
| Ecosystem | Python |
| Window | 18 April to 15 October 2026 |
Composite
- Rank
- 1,338 of 3,219
- Score
- 52.60
- Tier
- C
- Coverage
- 82% · Ceiling A
- Quadrant
- Sweet Spot
Coordinates: leverage 59.2 (coverage 93%), friction 49.6 (coverage 69%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 53.9 | 65% |
| Criticality | 61.8 | 100% |
| Governance | 64.2 | 65% |
| Rigor | 51.5 | 100% |
| Accessibility | 20.6 | 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. | 47.1% | 5.9 | 17 | 20 April to 17 October 2026 | primaryraw/pr_window/bottlepy__bottle.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 16.7% | 20.8 | 6 | — | primaryraw/author_history/bottlepy__bottle.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 2.6 hours (0.1 days) | 100.0 | 10 | 18 April to 15 October 2026 | primaryraw/pr_window/bottlepy__bottle.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | Not shown: Insufficient sample size | ||||
Criticality
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| DependentsPackages in the registry that depend on this project, counted once each. | 167 | 78.4 | — | — | primaryraw/dependents/bottlepy__bottle.json |
| Monthly DownloadsDownloads from the package registry in a month. | 7.0 million downloads a month | 76.9 | — | — | primaryraw/downloads/pypi__bottle.json |
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.3215 | 32.1 | — | — | primaryraw/github_meta/bottlepy__bottle.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. | No CLA or sign-off found | 85.0 | — | — | primaryraw/governance/bottlepy__bottle.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/bottlepy__bottle.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/bottlepy__bottle.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 57.5 | 57.5 | — | — | primaryraw/scorecard/bottlepy__bottle.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 0.0% | 0.0 | 12 | 18 April to 15 October 2026 | primaryraw/pr_window/bottlepy__bottle.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 50 | 50.0 | 10 | — | primaryraw/actions_runs/bottlepy__bottle.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 14.3% | 28.6 | 7 | — | primaryraw/author_history/bottlepy__bottle.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/bottlepy__bottle.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 | 1,338 of 3,219 | 52.60 | C | Rated |
| First-timer | This repository does not show a low enough barrier for a first-time contributor. | |||
| Career capital | 625 of 798 | 51.33 | C | Rated |
| Senior systems | 513 of 1,276 | 57.11 | B | Rated |
| AI-assisted | 1,473 of 3,696 | 52.87 | C | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- 4ee53cd66dd2ba5171b480023ce34294b5c20aa5da8caf091a00508db44e24d6
No suspicion flags on this repository.
The full record is in data/2026-10-17/repos/c0.json, under the key bottlepy/bottle.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). bottlepy/bottle. Snapshot 2026-10-17. https://porchlamp.org/projects/bottlepy/bottle/. CC BY 4.0.
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