TheR1D/shell_gpt
What happens to a stranger's pull request here, in the Porchlamp snapshot of 5 November 2026.
For TheR1D/shell_gpt, the reply time has too small a sample to measure (0 pull requests counted; 10 needed). 79% of 14 outside pull requests got no reply within 14 days (27 April to 24 October 2026). It ranks 3,824 of 4,044 overall. It is not ranked for first-time contributors: this repository does not show a low enough barrier for a first-time contributor.
| Rank | 3,824 of 4,044 |
|---|---|
| Score | 37.22 |
| Tier | D |
| Median first reply | — |
| 14-day no-reply share | 79% |
| First-timer rank | This repository does not show a low enough barrier for a first-time contributor. |
| Ecosystem | Python |
| Window | 27 April to 24 October 2026 |
Composite
- Rank
- 3,824 of 4,044
- Score
- 37.22
- Tier
- D
- Coverage
- 64% · Ceiling B
- Quadrant
- Graveyard
Coordinates: leverage 41.7 (coverage 72%), friction 66.2 (coverage 54%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 7.9 | 35% |
| Criticality | 33.8 | 100% |
| Governance | 64.2 | 65% |
| Rigor | 40.0 | 30% |
| 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. | Not shown: Insufficient sample size | ||||
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 78.6% | 0.0 | 14 | 27 April to 24 October 2026 | primaryraw/pr_window/TheR1D__shell_gpt.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 11.1% | 13.9 | 9 | — | primaryraw/author_history/TheR1D__shell_gpt.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. | Not shown: Insufficient sample size | ||||
Criticality
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| DependentsPackages in the registry that depend on this project, counted once each. | 3 | 46.3 | — | — | primaryraw/dependents/TheR1D__shell_gpt.json |
| Monthly DownloadsDownloads from the package registry in a month. | 10,053 downloads a month | 24.6 | — | — | primaryraw/downloads/pypi__shell_gpt.json |
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.2602 | 26.0 | — | — | primaryraw/github_meta/TheR1D__shell_gpt.json |
Governance
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Elephant FactorThe fewest organisations that account for half of the last year's commits. | Not shown: Insufficient sample size | ||||
| 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/TheR1D__shell_gpt.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/TheR1D__shell_gpt.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/TheR1D__shell_gpt.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | Not shown: Insufficient sample size | ||||
| Substantive Review RateShare of decided pull requests that received a substantive review. | Not shown: Insufficient sample size | ||||
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 100 | 100.0 | 30 | — | primaryraw/actions_runs/TheR1D__shell_gpt.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 42.9% | 85.7 | 7 | — | primaryraw/author_history/TheR1D__shell_gpt.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/TheR1D__shell_gpt.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 | 3,824 of 4,044 | 37.22 | 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 | 967 of 986 | 39.72 | D | Rated |
| AI-assisted | Not enough evidence to show under this lens. | |||
Integrity
- Snapshot
- 2026-11-05
- Raw hash
- 1584a626f873b9d05918378f49722ff128b8380b58996d8095a95da54d912f65
No suspicion flags on this repository.
The full record is in data/2026-11-05/repos/d4.json, under the key TheR1D/shell_gpt.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). TheR1D/shell_gpt. Snapshot 2026-11-05. https://porchlamp.org/projects/ther1d/shell_gpt/. CC BY 4.0.
Similar projects
The ranked projects nearest this one in the same ecosystem.
- ahujasid/mcp-for-blender (rank 3,810)
- google/adk-python (rank 3,812)
- 666ghj/BettaFish (rank 3,835)
- sansan0/TrendRadar (rank 3,839)
- OpenShot/openshot-qt (rank 3,841)