emcie-co/parlant
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
For emcie-co/parlant, the reply time has too small a sample to measure (0 pull requests counted; 10 needed). 31% of 39 outside pull requests got no reply within 14 days (20 April to 17 October 2026). It ranks 1,050 of 3,219 overall. For first-time contributors it ranks 622 of 1,525 (the top 41%).
| Rank | 1,050 of 3,219 |
|---|---|
| Score | 54.89 |
| Tier | C |
| Median first reply | — |
| 14-day no-reply share | 31% |
| First-timer rank | 622 of 1,525 |
| Ecosystem | Python |
| Window | 20 April to 17 October 2026 |
Composite
- Rank
- 1,050 of 3,219
- Score
- 54.89
- Tier
- C
- Coverage
- 74% · Ceiling B
- Quadrant
- Nursery
Coordinates: leverage 46.2 (coverage 68%), friction 36.2 (coverage 82%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 73.0 | 70% |
| Criticality | 42.4 | 35% |
| Governance | 55.8 | 100% |
| Rigor | 46.3 | 100% |
| Accessibility | 52.9 | 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. | 88.2% | 100.0 | 17 | 10 April to 9 July 2026 | primaryraw/pr_window/emcie-co__parlant.json |
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 30.8% | 38.5 | 39 | 20 April to 17 October 2026 | primaryraw/pr_window/emcie-co__parlant.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 50.0% | 62.5 | 16 | — | primaryraw/author_history/emcie-co__parlant.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. | 118.1 hours (4.9 days) | 78.5 | 26 | 10 April to 7 October 2026 | primaryraw/pr_window/emcie-co__parlant.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. | 0.4236 | 42.4 | — | — | proxy:no_dependents_signalraw/github_meta/emcie-co__parlant.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 | 883 | — | primaryraw/commits_365d/emcie-co__parlant.json |
| Legal IP RegimeThe contributor licence regime: DCO, none, a foundation CLA or a corporate CLA. | Sign-off on commits (DCO) | 100.0 | — | — | primaryraw/governance/emcie-co__parlant.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/emcie-co__parlant.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/emcie-co__parlant.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 44.6154 | 44.6 | 26 | — | proxy:review_ciraw/pr_window/emcie-co__parlant.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 0.0% | 0.0 | 37 | 10 April to 7 October 2026 | primaryraw/pr_window/emcie-co__parlant.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | Not shown: Insufficient sample size | ||||
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 60.0% | 100.0 | 10 | — | primaryraw/author_history/emcie-co__parlant.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/emcie-co__parlant.json |
| Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days. | 33.3% | 66.7 | 6 | — | primaryraw/author_history/emcie-co__parlant.json |
Persona view
| Persona | Rank | Score | Tier | Status |
|---|---|---|---|---|
| Balanced | 1,050 of 3,219 | 54.89 | C | Rated |
| First-timer | 622 of 1,525 | 58.68 | B (capped) | 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 | 1,457 of 3,696 | 52.96 | C | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- 2b5d6fb8b42f94af69006892699740eab6e18cbcd75103a5aec7c7363166c1b1
No suspicion flags on this repository.
The full record is in data/2026-10-17/repos/b9.json, under the key emcie-co/parlant.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). emcie-co/parlant. Snapshot 2026-10-17. https://porchlamp.org/projects/emcie-co/parlant/. CC BY 4.0.
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