yizhiyanhua-ai/fireworks-tech-graph
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
For yizhiyanhua-ai/fireworks-tech-graph, the reply time has too small a sample to measure (0 pull requests counted; 10 needed). 0% of 11 outside pull requests got no reply within 14 days (20 April to 17 October 2026). It ranks 1,857 of 3,219 overall. It is not ranked for first-time contributors: not enough evidence to show under this lens.
| Rank | 1,857 of 3,219 |
|---|---|
| Score | 48.31 |
| Tier | C |
| Median first reply | — |
| 14-day no-reply share | 0% |
| First-timer rank | Not enough evidence to show under this lens. |
| Ecosystem | Python |
| Window | 20 April to 17 October 2026 |
Composite
- Rank
- 1,857 of 3,219
- Score
- 48.31
- Tier
- C
- Coverage
- 60% · Ceiling B
- Quadrant
- Nursery
Coordinates: leverage 35.5 (coverage 68%), friction 33.0 (coverage 60%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 98.5 | 45% |
| Criticality | 32.3 | 35% |
| Governance | 59.3 | 100% |
| Rigor | 25.0 | 100% |
| Accessibility | 0.0 | 35% |
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. | 0.0% | 100.0 | 11 | 20 April to 17 October 2026 | primaryraw/pr_window/yizhiyanhua-ai__fireworks-tech-graph.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 100.0% | 100.0 | 11 | — | primaryraw/author_history/yizhiyanhua-ai__fireworks-tech-graph.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. | 27.2 hours (1.1 days) | 93.3 | 13 | 18 April to 15 October 2026 | primaryraw/pr_window/yizhiyanhua-ai__fireworks-tech-graph.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. | 0.3232 | 32.3 | — | — | proxy:no_dependents_signalraw/github_meta/yizhiyanhua-ai__fireworks-tech-graph.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 | 72 | — | primaryraw/commits_365d/yizhiyanhua-ai__fireworks-tech-graph.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/yizhiyanhua-ai__fireworks-tech-graph.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/yizhiyanhua-ai__fireworks-tech-graph.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/yizhiyanhua-ai__fireworks-tech-graph.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 32.5926 | 32.6 | 13 | — | proxy:review_ciraw/pr_window/yizhiyanhua-ai__fireworks-tech-graph.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 0.0% | 0.0 | 13 | 18 April to 15 October 2026 | primaryraw/pr_window/yizhiyanhua-ai__fireworks-tech-graph.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. | Not shown: Insufficient sample size | ||||
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/yizhiyanhua-ai__fireworks-tech-graph.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 | 1,857 of 3,219 | 48.31 | C | Rated |
| First-timer | Not enough evidence to show under this lens. | |||
| 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 | 2,683 of 3,696 | 43.82 | C | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- f1d504f114ea3ca6285efd1ca72bb42279206f07b514208587b6a5ff58403628
No suspicion flags on this repository.
The full record is in data/2026-10-17/repos/80.json, under the key yizhiyanhua-ai/fireworks-tech-graph.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). yizhiyanhua-ai/fireworks-tech-graph. Snapshot 2026-10-17. https://porchlamp.org/projects/yizhiyanhua-ai/fireworks-tech-graph/. CC BY 4.0.
Similar projects
The ranked projects nearest this one in the same ecosystem.
- mljar/mercury (rank 1,846)
- CloakHQ/CloakBrowser (rank 1,849)
- HKUDS/CLI-Anything (rank 1,853)
- JefferyHcool/BiliNote (rank 1,858)
- denizsafak/abogen (rank 1,870)