StarTrail-org/LEANN
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
Outside pull requests to StarTrail-org/LEANN got a first human reply in a median of 2.4 days (15 pull requests, 18 April to 15 October 2026); 13% got none within 14 days. It ranks 1,027 of 3,219 overall. For first-time contributors it ranks 704 of 1,525 (the top 47%).
| Rank | 1,027 of 3,219 |
|---|---|
| Score | 55.11 |
| Tier | B |
| Median first reply | 2.4 days (58.3 hours) |
| 14-day no-reply share | 13% |
| First-timer rank | 704 of 1,525 |
| Ecosystem | Python |
| Window | 18 April to 15 October 2026 |
Composite
- Rank
- 1,027 of 3,219
- Score
- 55.11
- Tier
- B
- Coverage
- 84% · Ceiling A
- Quadrant
- Nursery
Coordinates: leverage 47.2 (coverage 68%), friction 34.7 (coverage 100%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 71.9 | 100% |
| Criticality | 40.4 | 35% |
| Governance | 68.0 | 100% |
| Rigor | 44.6 | 100% |
| Accessibility | 44.9 | 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. | 100.0% | 100.0 | 12 | 18 April to 17 July 2026 | primaryraw/pr_window/StarTrail-org__LEANN.json |
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 13.3% | 73.3 | 60 | 20 April to 17 October 2026 | primaryraw/pr_window/StarTrail-org__LEANN.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 70.8% | 88.5 | 24 | — | primaryraw/author_history/StarTrail-org__LEANN.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 58.3 hours (2.4 days) | 43.0 | 15 | 18 April to 15 October 2026 | primaryraw/pr_window/StarTrail-org__LEANN.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 306.3 hours (12.8 days) | 53.1 | 52 | 18 April to 15 October 2026 | primaryraw/pr_window/StarTrail-org__LEANN.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. | 0.4044 | 40.4 | — | — | proxy:no_dependents_signalraw/github_meta/StarTrail-org__LEANN.json |
Governance
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Elephant FactorThe fewest organisations that account for half of the last year's commits. | 3 | 75.0 | 224 | — | primaryraw/commits_365d/StarTrail-org__LEANN.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/StarTrail-org__LEANN.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/StarTrail-org__LEANN.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/StarTrail-org__LEANN.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 36.8696 | 36.9 | 69 | — | proxy:review_ciraw/pr_window/StarTrail-org__LEANN.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 3.6% | 4.5 | 84 | 18 April to 15 October 2026 | primaryraw/pr_window/StarTrail-org__LEANN.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 35 | 35.0 | 30 | — | primaryraw/actions_runs/StarTrail-org__LEANN.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 72.2% | 100.0 | 18 | — | primaryraw/author_history/StarTrail-org__LEANN.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/StarTrail-org__LEANN.json |
| Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days. | 15.4% | 30.8 | 13 | — | primaryraw/author_history/StarTrail-org__LEANN.json |
Persona view
| Persona | Rank | Score | Tier | Status |
|---|---|---|---|---|
| Balanced | 1,027 of 3,219 | 55.11 | B | Rated |
| First-timer | 704 of 1,525 | 57.33 | B | Rated |
| Career capital | This repository's production-criticality signal is not yet high enough for career-capital ranking. | |||
| Senior systems | 685 of 1,276 | 53.10 | C | Rated |
| AI-assisted | 1,492 of 3,696 | 52.76 | C | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- c90059f724d89cca27a72a78ec848a24be891c2a64bf8c613a553b9cade99367
closed_unread
The full record is in data/2026-10-17/repos/f1.json, under the key StarTrail-org/LEANN.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). StarTrail-org/LEANN. Snapshot 2026-10-17. https://porchlamp.org/projects/startrail-org/leann/. CC BY 4.0.
Similar projects
The ranked projects nearest this one in the same ecosystem.
- alicevision/Meshroom (rank 1,016)
- Mailu/Mailu (rank 1,024)
- rehan-remade/universal-modder (rank 1,032)
- ReactiveX/RxPY (rank 1,037)
- ipython/ipython (rank 1,041)