Shubhamsaboo/awesome-llm-apps
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
Outside pull requests to Shubhamsaboo/awesome-llm-apps got a first human reply in a median of 33.6 hours (240 pull requests, 17 April to 14 October 2026); 6% got none within 14 days. It ranks 2,204 of 3,219 overall. It is not ranked for first-time contributors: not enough evidence to show under this lens.
| Rank | 2,204 of 3,219 |
|---|---|
| Score | 45.28 |
| Tier | C |
| Median first reply | 33.6 hours |
| 14-day no-reply share | 6% |
| First-timer rank | Not enough evidence to show under this lens. |
| Ecosystem | Python |
| Window | 17 April to 14 October 2026 |
Composite
- Rank
- 2,204 of 3,219
- Score
- 45.28
- Tier
- C
- Coverage
- 71% · Ceiling B
- Quadrant
- Nursery
Coordinates: leverage 35.7 (coverage 68%), friction 42.2 (coverage 80%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 76.9 | 80% |
| Criticality | 41.7 | 35% |
| Governance | 50.5 | 100% |
| Rigor | 15.8 | 100% |
| Accessibility | 21.0 | 50% |
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 | 125 | 17 April to 16 July 2026 | primaryraw/pr_window/Shubhamsaboo__awesome-llm-apps.json |
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 6.4% | 87.2 | 282 | 20 April to 17 October 2026 | primaryraw/pr_window/Shubhamsaboo__awesome-llm-apps.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | Not shown: Collector failure | ||||
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 33.6 hours (1.4 days) | 62.8 | 240 | 17 April to 14 October 2026 | primaryraw/pr_window/Shubhamsaboo__awesome-llm-apps.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 367.8 hours (15.3 days) | 46.0 | 68 | 17 April to 14 October 2026 | primaryraw/pr_window/Shubhamsaboo__awesome-llm-apps.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. | 0.4173 | 41.7 | — | — | proxy:no_dependents_signalraw/github_meta/Shubhamsaboo__awesome-llm-apps.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 | 509 | — | primaryraw/commits_365d/Shubhamsaboo__awesome-llm-apps.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/Shubhamsaboo__awesome-llm-apps.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/Shubhamsaboo__awesome-llm-apps.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/Shubhamsaboo__awesome-llm-apps.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 8.6 | 8.6 | 100 | — | proxy:review_ciraw/pr_window/Shubhamsaboo__awesome-llm-apps.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 0.9% | 1.1 | 332 | 17 April to 14 October 2026 | primaryraw/pr_window/Shubhamsaboo__awesome-llm-apps.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 70 | 70.0 | 30 | — | primaryraw/actions_runs/Shubhamsaboo__awesome-llm-apps.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | Not shown: Collector failure | ||||
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/Shubhamsaboo__awesome-llm-apps.json |
| Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days. | Not shown: Collector failure | ||||
Persona view
| Persona | Rank | Score | Tier | Status |
|---|---|---|---|---|
| Balanced | 2,204 of 3,219 | 45.28 | 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 | 3,193 of 3,696 | 38.93 | D | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- 51e9412f685c7382c820071f2671488ca1085f1b863059c5e1f4e8978cbd3021
No suspicion flags on this repository.
The full record is in data/2026-10-17/repos/44.json, under the key Shubhamsaboo/awesome-llm-apps.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). Shubhamsaboo/awesome-llm-apps. Snapshot 2026-10-17. https://porchlamp.org/projects/shubhamsaboo/awesome-llm-apps/. CC BY 4.0.
Similar projects
The ranked projects nearest this one in the same ecosystem.
- liuzhao1225/YouDub-webui (rank 2,200)
- LmeSzinc/AzurLaneAutoScript (rank 2,205)
- mlc-ai/mlc-llm (rank 2,206)
- elementalsouls/Claude-BugHunter (rank 2,207)
- espressif/esptool (rank 2,210)