julep-ai/julep
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
For julep-ai/julep, the reply time has too small a sample to measure (0 pull requests counted; 10 needed). 35% of 17 outside pull requests got no reply within 14 days (20 April to 17 October 2026). It ranks 3,109 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 | 3,109 of 3,219 |
|---|---|
| Score | 30.21 |
| Tier | D |
| Median first reply | — |
| 14-day no-reply share | 35% |
| First-timer rank | This repository does not show a low enough barrier for a first-time contributor. |
| Ecosystem | Python |
| Window | 20 April to 17 October 2026 |
Composite
- Rank
- 3,109 of 3,219
- Score
- 30.21
- Tier
- D
- Coverage
- 79% · Ceiling B
- Quadrant
- Graveyard
Coordinates: leverage 26.7 (coverage 100%), friction 63.8 (coverage 63%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 32.0 | 45% |
| Criticality | 24.0 | 100% |
| Governance | 50.5 | 100% |
| Rigor | 15.2 | 100% |
| Accessibility | 25.5 | 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: Insufficient sample size | ||||
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 35.3% | 29.4 | 17 | 20 April to 17 October 2026 | primaryraw/pr_window/julep-ai__julep.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 14.3% | 17.9 | 7 | — | primaryraw/author_history/julep-ai__julep.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | Not shown: Insufficient sample size | ||||
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 212.0 hours (8.8 days) | 64.1 | 13 | 19 April to 16 October 2026 | primaryraw/pr_window/julep-ai__julep.json |
Criticality
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| DependentsPackages in the registry that depend on this project, counted once each. | 1 | 34.4 | — | — | primaryraw/dependents/julep-ai__julep.json |
| Monthly DownloadsDownloads from the package registry in a month. | 989 downloads a month | 11.8 | — | — | primaryraw/downloads/pypi__julep.json |
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.2094 | 20.9 | — | — | primaryraw/github_meta/julep-ai__julep.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 | 432 | — | primaryraw/commits_365d/julep-ai__julep.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/julep-ai__julep.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/julep-ai__julep.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/julep-ai__julep.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 8 | 8.0 | 13 | — | proxy:review_ciraw/pr_window/julep-ai__julep.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 0.0% | 0.0 | 20 | 19 April to 16 October 2026 | primaryraw/pr_window/julep-ai__julep.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 85 | 85.0 | 30 | — | primaryraw/actions_runs/julep-ai__julep.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | Not shown: Insufficient sample size | ||||
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/julep-ai__julep.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 | 3,109 of 3,219 | 30.21 | D | Rated |
| First-timer | This repository does not show a low enough barrier for a first-time contributor. | |||
| 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 | 3,651 of 3,696 | 26.65 | D | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- feca570384a0960285f1faa11f624c90c0badaf81fb5b96e55f6673a0ba66a86
No suspicion flags on this repository.
The full record is in data/2026-10-17/repos/da.json, under the key julep-ai/julep.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). julep-ai/julep. Snapshot 2026-10-17. https://porchlamp.org/projects/julep-ai/julep/. CC BY 4.0.
Similar projects
The ranked projects nearest this one in the same ecosystem.
- KoljaB/RealtimeSTT (rank 3,084)
- camel-ai/oasis (rank 3,116)
- Avaiga/taipy (rank 3,122)
- openai/evals (rank 3,130)
- Guake/guake (rank 3,134)