kyutai-labs/pocket-tts
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
Outside pull requests to kyutai-labs/pocket-tts got a first human reply in a median of 7.9 hours (44 pull requests, 18 April to 15 October 2026); 18% got none within 14 days. It ranks 765 of 3,219 overall. For first-time contributors it ranks 412 of 1,525 (the top 28%).
| Rank | 765 of 3,219 |
|---|---|
| Score | 57.24 |
| Tier | B |
| Median first reply | 7.9 hours |
| 14-day no-reply share | 18% |
| First-timer rank | 412 of 1,525 |
| Ecosystem | Python |
| Window | 18 April to 15 October 2026 |
Composite
- Rank
- 765 of 3,219
- Score
- 57.24
- Tier
- B
- Coverage
- 100% · Full
- Quadrant
- Nursery
Coordinates: leverage 47.3 (coverage 100%), friction 32.3 (coverage 100%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 78.3 | 100% |
| Criticality | 30.2 | 100% |
| Governance | 59.3 | 100% |
| Rigor | 67.7 | 100% |
| Accessibility | 54.0 | 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. | 93.3% | 100.0 | 15 | 18 April to 17 July 2026 | primaryraw/pr_window/kyutai-labs__pocket-tts.json |
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 18.2% | 63.6 | 44 | 20 April to 17 October 2026 | primaryraw/pr_window/kyutai-labs__pocket-tts.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 48.2% | 60.2 | 54 | — | primaryraw/author_history/kyutai-labs__pocket-tts.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 7.9 hours (0.3 days) | 100.0 | 44 | 18 April to 15 October 2026 | primaryraw/pr_window/kyutai-labs__pocket-tts.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 831.8 hours (34.7 days) | 17.5 | 36 | 18 April to 15 October 2026 | primaryraw/pr_window/kyutai-labs__pocket-tts.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/kyutai-labs__pocket-tts.json |
| Monthly DownloadsDownloads from the package registry in a month. | 87,928 downloads a month | 44.0 | — | — | primaryraw/downloads/pypi__pocket-tts.json |
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.3672 | 36.7 | — | — | primaryraw/github_meta/kyutai-labs__pocket-tts.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 | 181 | — | primaryraw/commits_365d/kyutai-labs__pocket-tts.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/kyutai-labs__pocket-tts.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/kyutai-labs__pocket-tts.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/kyutai-labs__pocket-tts.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 80.5405 | 80.5 | 111 | — | proxy:review_ciraw/pr_window/kyutai-labs__pocket-tts.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 18.5% | 23.2 | 54 | 18 April to 15 October 2026 | primaryraw/pr_window/kyutai-labs__pocket-tts.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/kyutai-labs__pocket-tts.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 57.9% | 100.0 | 19 | — | primaryraw/author_history/kyutai-labs__pocket-tts.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 1 | 10.0 | — | — | primaryraw/gfi/kyutai-labs__pocket-tts.json |
| Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days. | 9.1% | 18.2 | 11 | — | primaryraw/author_history/kyutai-labs__pocket-tts.json |
Persona view
| Persona | Rank | Score | Tier | Status |
|---|---|---|---|---|
| Balanced | 765 of 3,219 | 57.24 | B | Rated |
| First-timer | 412 of 1,525 | 62.29 | B | Rated |
| 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 | 659 of 3,696 | 59.68 | B | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- 1fb7b44bfa97747ac8a0d5e36702d83691add8bee86fcda645a6a5ea252c7d24
No suspicion flags on this repository.
The full record is in data/2026-10-17/repos/f2.json, under the key kyutai-labs/pocket-tts.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). kyutai-labs/pocket-tts. Snapshot 2026-10-17. https://porchlamp.org/projects/kyutai-labs/pocket-tts/. CC BY 4.0.
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