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

2FastLabs/agent-squad

Python

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

Outside pull requests to 2FastLabs/agent-squad got a first human reply in a median of 26.2 days (16 pull requests, 18 April to 15 October 2026); 59% got none within 14 days. It ranks 3,187 of 3,219 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
Rank3,187 of 3,219
Score25.46
TierD
Median first reply26.2 days (629.5 hours)
14-day no-reply share59%
First-timer rankThis repository does not show a low enough barrier for a first-time contributor.
EcosystemPython
Window18 April to 15 October 2026

Composite

Rank
3,187 of 3,219
Score
25.46
Tier
D
Coverage
95% · Full
Quadrant
Graveyard

Coordinates: leverage 27.3 (coverage 100%), friction 72.2 (coverage 92%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness21.890%
Criticality22.1100%
Governance50.5100%
Rigor20.4100%
Accessibility8.885%

The measured parameters

Responsiveness

ParameterValueScoreCountWindowSource
Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days.53.9%67.31318 April to 17 July 2026primaryraw/pr_window/2FastLabs__agent-squad.json
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.58.8%0.01720 April to 17 October 2026primaryraw/pr_window/2FastLabs__agent-squad.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.11.1%13.918—primaryraw/author_history/2FastLabs__agent-squad.json
Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply.629.5 hours (26.2 days)0.01618 April to 15 October 2026primaryraw/pr_window/2FastLabs__agent-squad.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.015.9——primaryraw/dependents/2FastLabs__agent-squad.json
Monthly DownloadsDownloads from the package registry in a month.4,960 downloads a month23.5——primaryraw/downloads/pypi__agent-squad.json
OpenSSF CriticalityOpenSSF criticality score from 0 to 1, computed from the project's public activity signals.0.281828.2——primaryraw/github_meta/2FastLabs__agent-squad.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.125.0144—primaryraw/commits_365d/2FastLabs__agent-squad.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/2FastLabs__agent-squad.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/2FastLabs__agent-squad.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.No written AI policy40.0——primaryraw/governance/2FastLabs__agent-squad.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.21.071421.156—proxy:review_ciraw/pr_window/2FastLabs__agent-squad.json
Substantive Review RateShare of decided pull requests that received a substantive review.0.0%0.08118 April to 15 October 2026primaryraw/pr_window/2FastLabs__agent-squad.json

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.5050.027—primaryraw/actions_runs/2FastLabs__agent-squad.json
Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days.0.0%0.010—primaryraw/author_history/2FastLabs__agent-squad.json
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.00.0——primaryraw/gfi/2FastLabs__agent-squad.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
Balanced3,187 of 3,21925.46DRated
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 systemsFewer than 3 organizations account for most commits (not multi-vendor).
AI-assisted3,673 of 3,69624.39DRated

Integrity

Snapshot
2026-10-17
Raw hash
4c69747b017b682bfe18fbdf62aef594d6f41fc4871c0adae1f51c5df5e3825d

No suspicion flags on this repository.

The full record is in data/2026-10-17/repos/a2.json, under the key 2FastLabs/agent-squad.

How every number is measured: Porchlamp methodology.

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

Porchlamp (2026). 2FastLabs/agent-squad. Snapshot 2026-10-17. https://porchlamp.org/projects/2fastlabs/agent-squad/. CC BY 4.0.

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