HKUDS/CLI-Anything
What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.
Outside pull requests to HKUDS/CLI-Anything got a first human reply in a median of 3.2 days (55 pull requests, 17 April to 14 October 2026); 37% got none within 14 days. It ranks 1,853 of 3,219 overall. For first-time contributors it ranks 940 of 1,525 (the bottom 39%).
| Rank | 1,853 of 3,219 |
|---|---|
| Score | 48.33 |
| Tier | C |
| Median first reply | 3.2 days (75.9 hours) |
| 14-day no-reply share | 37% |
| First-timer rank | 940 of 1,525 |
| Ecosystem | Python |
| Window | 17 April to 14 October 2026 |
Composite
- Rank
- 1,853 of 3,219
- Score
- 48.33
- Tier
- C
- Coverage
- 100% · Full
- Quadrant
- Nursery
Coordinates: leverage 35.3 (coverage 100%), friction 36.2 (coverage 100%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 60.5 | 100% |
| Criticality | 23.8 | 100% |
| Governance | 76.8 | 100% |
| Rigor | 26.7 | 100% |
| Accessibility | 52.6 | 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. | 86.4% | 100.0 | 88 | 17 April to 16 July 2026 | primaryraw/pr_window/HKUDS__CLI-Anything.json |
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 37.2% | 25.6 | 129 | 20 April to 17 October 2026 | primaryraw/pr_window/HKUDS__CLI-Anything.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 72.7% | 90.9 | 55 | — | primaryraw/author_history/HKUDS__CLI-Anything.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 75.9 hours (3.2 days) | 33.5 | 55 | 17 April to 14 October 2026 | primaryraw/pr_window/HKUDS__CLI-Anything.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 494.5 hours (20.6 days) | 34.5 | 90 | 17 April to 14 October 2026 | primaryraw/pr_window/HKUDS__CLI-Anything.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/HKUDS__CLI-Anything.json |
| Monthly DownloadsDownloads from the package registry in a month. | 3,941 downloads a month | 21.7 | — | — | primaryraw/downloads/pypi__CLI-Anything.json |
| OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals. | 0.3432 | 34.3 | — | — | primaryraw/github_meta/HKUDS__CLI-Anything.json |
Governance
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Elephant FactorThe fewest organisations that account for half of the last year's commits. | 6 | 100.0 | 886 | — | primaryraw/commits_365d/HKUDS__CLI-Anything.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/HKUDS__CLI-Anything.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/HKUDS__CLI-Anything.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/HKUDS__CLI-Anything.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 33.7476 | 33.7 | 103 | — | proxy:review_ciraw/pr_window/HKUDS__CLI-Anything.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 3.3% | 4.1 | 121 | 17 April to 14 October 2026 | primaryraw/pr_window/HKUDS__CLI-Anything.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/HKUDS__CLI-Anything.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 47.4% | 94.7 | 19 | — | primaryraw/author_history/HKUDS__CLI-Anything.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/HKUDS__CLI-Anything.json |
| Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days. | 22.2% | 44.4 | 9 | — | primaryraw/author_history/HKUDS__CLI-Anything.json |
Persona view
| Persona | Rank | Score | Tier | Status |
|---|---|---|---|---|
| Balanced | 1,853 of 3,219 | 48.33 | C | Rated |
| First-timer | 940 of 1,525 | 53.52 | C | Rated |
| Career capital | This repository's production-criticality signal is not yet high enough for career-capital ranking. | |||
| Senior systems | 962 of 1,276 | 44.58 | C | Rated |
| AI-assisted | 2,788 of 3,696 | 43.00 | C | Rated |
Integrity
- Snapshot
- 2026-10-17
- Raw hash
- 63b4fccc2a9cdf3f4fa116613ea07127fdea73deeeebb12d64ed4d4d59baca55
No suspicion flags on this repository.
The full record is in data/2026-10-17/repos/d5.json, under the key HKUDS/CLI-Anything.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). HKUDS/CLI-Anything. Snapshot 2026-10-17. https://porchlamp.org/projects/hkuds/cli-anything/. CC BY 4.0.
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