datawhalechina/hello-agents
First human reply
11.1 days
typical wait for an outside pull request, from 62 measured.
What happens to a stranger's pull request here, in the Porchlamp snapshot of 5 November 2026.
Outside pull requests to datawhalechina/hello-agents got a first human reply in a median of 11.1 days (62 pull requests, 24 April to 21 October 2026); 60% got none within 14 days. It ranks 3,533 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 | 3,533 of 4,044 |
|---|---|
| Score | 42.32 |
| Tier | C |
| Median first reply | 11.1 days (265.4 hours) |
| 14-day no-reply share | 60% |
| First-timer rank | This repository does not show a low enough barrier for a first-time contributor. |
| Ecosystem | Python |
| Window | 24 April to 21 October 2026 |
Composite
- Rank
- 3,533 of 4,044
- Score
- 42.32
- Tier
- C
- Coverage
- 84% · Ceiling A
- Quadrant
- Graveyard
Coordinates: leverage 45.4 (coverage 68%), friction 60.1 (coverage 100%)
Five pillars
| Pillar | Score | Coverage |
|---|---|---|
| Responsiveness | 31.8 | 100% |
| Criticality | 45.9 | 35% |
| Governance | 50.5 | 100% |
| Rigor | 41.2 | 100% |
| Accessibility | 44.0 | 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. | 69.7% | 87.2 | 76 | 24 April to 23 July 2026 | primaryraw/pr_window/datawhalechina__hello-agents.json |
| PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days. | 60.0% | 0.0 | 175 | 27 April to 24 October 2026 | primaryraw/pr_window/datawhalechina__hello-agents.json |
| First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged. | 30.6% | 38.2 | 36 | — | primaryraw/author_history/datawhalechina__hello-agents.json |
| Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply. | 265.4 hours (11.1 days) | 0.0 | 62 | 24 April to 21 October 2026 | primaryraw/pr_window/datawhalechina__hello-agents.json |
| Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged. | 738.5 hours (30.8 days) | 23.9 | 43 | 24 April to 21 October 2026 | primaryraw/pr_window/datawhalechina__hello-agents.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. | 0.4591 | 45.9 | — | — | proxy:no_dependents_signalraw/github_meta/datawhalechina__hello-agents.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 | 565 | — | primaryraw/commits_365d/datawhalechina__hello-agents.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/datawhalechina__hello-agents.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/datawhalechina__hello-agents.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/datawhalechina__hello-agents.json |
| Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100. | 40 | 40.0 | 58 | — | proxy:review_ciraw/pr_window/datawhalechina__hello-agents.json |
| Substantive Review RateShare of decided pull requests that received a substantive review. | 35.3% | 44.2 | 167 | 24 April to 21 October 2026 | primaryraw/pr_window/datawhalechina__hello-agents.json |
Accessibility
| Parameter | Value | Score | Count | Window | Source |
|---|---|---|---|---|---|
| Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals. | 40 | 40.0 | — | — | proxy:setup_signals_onlyraw/actions_runs/datawhalechina__hello-agents.json |
| Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days. | 55.6% | 100.0 | 18 | — | primaryraw/author_history/datawhalechina__hello-agents.json |
| Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers. | 0 | 0.0 | — | — | primaryraw/gfi/datawhalechina__hello-agents.json |
| Newcomer Return RateShare of those merged first-time authors who sent a second pull request within 90 days. | 10.0% | 20.0 | 10 | — | primaryraw/author_history/datawhalechina__hello-agents.json |
Persona view
| Persona | Rank | Score | Tier | Status |
|---|---|---|---|---|
| Balanced | 3,533 of 4,044 | 42.32 | C | 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 | Fewer than 3 organizations account for most commits (not multi-vendor). | |||
| AI-assisted | 3,636 of 4,002 | 41.96 | C | Rated |
Integrity
- Snapshot
- 2026-11-05
- Raw hash
- 5b73538f800af0dc8ae8a3419599a048383d70440ba602de4a252a14e86af662
closed_unread
The full record is in data/2026-11-05/repos/2c.json, under the key datawhalechina/hello-agents.
How every number is measured: Porchlamp methodology.
Open an issue about this record and say what looks wrong.
Porchlamp (2026). datawhalechina/hello-agents. Snapshot 2026-11-05. https://porchlamp.org/projects/datawhalechina/hello-agents/. CC BY 4.0.
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