PorchlampFind the projects that leave the light on.2026-10-17

awarexone/Agentic-Bug-Hunter

Python

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What happens to a stranger's pull request here, in the Porchlamp snapshot of 17 October 2026.

Outside pull requests to awarexone/Agentic-Bug-Hunter got a first human reply in a median of 7 days (26 pull requests, 19 April to 16 October 2026); 42% got none within 14 days. It ranks 2,343 of 3,219 overall. For first-time contributors it ranks 1,216 of 1,525 (the bottom 21%).

Key facts
Rank2,343 of 3,219
Score43.94
TierC
Median first reply7 days (168.6 hours)
14-day no-reply share42%
First-timer rank1,216 of 1,525
EcosystemPython
Window19 April to 16 October 2026

Composite

Rank
2,343 of 3,219
Score
43.94
Tier
C
Coverage
98% · Full
Quadrant
Nursery

Coordinates: leverage 36.2 (coverage 100%), friction 47.4 (coverage 97%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness49.7100%
Criticality20.0100%
Governance59.3100%
Rigor47.8100%
Accessibility50.085%

The measured parameters

Responsiveness

ParameterValueScoreCountWindowSource
Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days.100.0%100.02019 April to 18 July 2026primaryraw/pr_window/awarexone__Agentic-Bug-Hunter.json
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.42.2%15.66420 April to 17 October 2026primaryraw/pr_window/awarexone__Agentic-Bug-Hunter.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.81.5%100.027—primaryraw/author_history/awarexone__Agentic-Bug-Hunter.json
Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply.168.6 hours (7 days)4.72619 April to 16 October 2026primaryraw/pr_window/awarexone__Agentic-Bug-Hunter.json
Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged.1147.7 hours (47.8 days)9.65319 April to 16 October 2026primaryraw/pr_window/awarexone__Agentic-Bug-Hunter.json

Criticality

ParameterValueScoreCountWindowSource
DependentsPackages in the registry that depend on this project, counted once each.015.9——primaryraw/dependents/awarexone__Agentic-Bug-Hunter.json
Monthly DownloadsDownloads from the package registry in a month.753 downloads a month9.8——primaryraw/downloads/pypi__Agentic-Bug-Hunter.json
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.0.317931.8——primaryraw/github_meta/awarexone__Agentic-Bug-Hunter.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.250.0261—primaryraw/commits_365d/awarexone__Agentic-Bug-Hunter.json
Legal IP RegimeThe contributor licence regime: DCO, none, a foundation CLA or a corporate CLA.No CLA or sign-off found85.0——primaryraw/governance/awarexone__Agentic-Bug-Hunter.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/awarexone__Agentic-Bug-Hunter.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.Written AI policy95.0——primaryraw/governance/awarexone__Agentic-Bug-Hunter.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.34.912634.9103—proxy:review_ciraw/pr_window/awarexone__Agentic-Bug-Hunter.json
Substantive Review RateShare of decided pull requests that received a substantive review.14.3%17.97019 April to 16 October 2026primaryraw/pr_window/awarexone__Agentic-Bug-Hunter.json

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.5050.030—primaryraw/actions_runs/awarexone__Agentic-Bug-Hunter.json
Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days.80.0%100.05—primaryraw/author_history/awarexone__Agentic-Bug-Hunter.json
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.00.0——primaryraw/gfi/awarexone__Agentic-Bug-Hunter.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
Balanced2,343 of 3,21943.94CRated
First-timer1,216 of 1,52548.06CRated
Career capitalThis repository's production-criticality signal is not yet high enough for career-capital ranking.
Senior systemsFewer than 3 organizations account for most commits (not multi-vendor).
AI-assisted2,603 of 3,69644.56CRated

Integrity

Snapshot
2026-10-17
Raw hash
73c65f4c5d2a4ce5c2dcfe0f2ddb3ef92a8eed166111f885a0affd340c2108e0

No suspicion flags on this repository.

The full record is in data/2026-10-17/repos/31.json, under the key awarexone/Agentic-Bug-Hunter.

How every number is measured: Porchlamp methodology.

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

Porchlamp (2026). awarexone/Agentic-Bug-Hunter. Snapshot 2026-10-17. https://porchlamp.org/projects/awarexone/agentic-bug-hunter/. CC BY 4.0.

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