PorchlampFind the projects that leave the light on.2026-11-05

ashishpatel26/500-AI-Agents-Projects

Python

First human reply

20.5 days

typical wait for an outside pull request, from 23 measured.

What happens to a stranger's pull request here, in the Porchlamp snapshot of 5 November 2026.

Outside pull requests to ashishpatel26/500-AI-Agents-Projects got a first human reply in a median of 20.5 days (23 pull requests, 21 April to 18 October 2026); 85% got none within 14 days. It ranks 3,787 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.

Key facts
Rank3,787 of 4,044
Score38.20
TierD
Median first reply20.5 days (493.0 hours)
14-day no-reply share85%
First-timer rankThis repository does not show a low enough barrier for a first-time contributor.
EcosystemPython
Window21 April to 18 October 2026

Composite

Rank
3,787 of 4,044
Score
38.20
Tier
D
Coverage
72% · Ceiling B
Quadrant
Graveyard

Coordinates: leverage 44.4 (coverage 61%), friction 62.6 (coverage 82%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness24.390%
Criticality29.335%
Governance72.365%
Rigor51.1100%
Accessibility17.885%

The measured parameters

Responsiveness

ParameterValueScoreCountWindowSource
Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days.50.0%62.51421 April to 20 July 2026primaryraw/pr_window/ashishpatel26__500-AI-Agents-Projects.json
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.84.6%0.03927 April to 24 October 2026primaryraw/pr_window/ashishpatel26__500-AI-Agents-Projects.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.25.0%31.320—primaryraw/author_history/ashishpatel26__500-AI-Agents-Projects.json
Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply.493.0 hours (20.5 days)0.02321 April to 18 October 2026primaryraw/pr_window/ashishpatel26__500-AI-Agents-Projects.json
Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged.Not shown: Insufficient sample size

Criticality

ParameterValueScoreCountWindowSource
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.0.292929.3——proxy:no_dependents_signalraw/github_meta/ashishpatel26__500-AI-Agents-Projects.json

Governance

ParameterValueScoreCountWindowSource
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.Sign-off on commits (DCO)100.0——primaryraw/governance/ashishpatel26__500-AI-Agents-Projects.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/ashishpatel26__500-AI-Agents-Projects.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.No written AI policy40.0——primaryraw/governance/ashishpatel26__500-AI-Agents-Projects.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.22.666722.710—proxy:review_ciraw/pr_window/ashishpatel26__500-AI-Agents-Projects.json
Substantive Review RateShare of decided pull requests that received a substantive review.100.0%100.01121 April to 18 October 2026primaryraw/pr_window/ashishpatel26__500-AI-Agents-Projects.json

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.7070.06—primaryraw/actions_runs/ashishpatel26__500-AI-Agents-Projects.json
Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days.6.7%13.315—primaryraw/author_history/ashishpatel26__500-AI-Agents-Projects.json
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.00.0——primaryraw/gfi/ashishpatel26__500-AI-Agents-Projects.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

PersonaRankScoreTierStatus
Balanced3,787 of 4,04438.20DRated
First-timerThis repository does not show a low enough barrier for a first-time contributor.
Career capitalThis repository's production-criticality signal is not yet high enough for career-capital ranking.
Senior systems953 of 98643.08CRated
AI-assisted3,681 of 4,00241.22CRated

Integrity

Snapshot
2026-11-05
Raw hash
db09000b384a1ab34b89595f5da26a48962c11de99ba720e6d5075c2cedfbda3

No suspicion flags on this repository.

The full record is in data/2026-11-05/repos/d0.json, under the key ashishpatel26/500-AI-Agents-Projects.

How every number is measured: Porchlamp methodology.

Open an issue about this record and say what looks wrong.

Porchlamp (2026). ashishpatel26/500-AI-Agents-Projects. Snapshot 2026-11-05. https://porchlamp.org/projects/ashishpatel26/500-ai-agents-projects/. CC BY 4.0.

Similar projects

The ranked projects nearest this one in the same ecosystem.