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

First human reply

36 days

typical wait for an outside pull request, from 35 measured.

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

Outside pull requests to bytedance/flowgram.ai got a first human reply in a median of 36 days (35 pull requests, 26 April to 23 October 2026); 84% got none within 14 days. It ranks 3,924 of 4,044 overall. It is not ranked for first-time contributors: not enough evidence to show under this lens.

Key facts
Rank3,924 of 4,044
Score34.01
TierD
Median first reply36 days (864.0 hours)
14-day no-reply share84%
First-timer rankNot enough evidence to show under this lens.
EcosystemJavaScript
Window26 April to 23 October 2026

Composite

Rank
3,924 of 4,044
Score
34.01
Tier
D
Coverage
65% · Ceiling B
Quadrant
Crucible

Coordinates: leverage 53.9 (coverage 68%), friction 84.2 (coverage 68%)

Five pillars

Score out of 100, and how much of the pillar was measured
PillarScoreCoverage
Responsiveness0.155%
Criticality44.735%
Governance38.3100%
Rigor79.5100%
Accessibility21.650%

The measured parameters

Responsiveness

ParameterValueScoreCountWindowSource
Decision Rate (90d)Share of outside pull requests that were merged or closed within 90 days.Not shown: Insufficient sample size
PR Ghost Rate (14d)Share of outside pull requests with no maintainer response, merge or close within 14 days.84.1%0.06327 April to 24 October 2026primaryraw/pr_window/bytedance__flowgram.ai.json
First-timer Merge RateShare of first-time outside authors' decided pull requests that were merged.Not shown: Insufficient sample size
Time to First ResponseMedian hours from an outside pull request opening to its first substantive human reply.864.0 hours (36 days)0.03526 April to 23 October 2026primaryraw/pr_window/bytedance__flowgram.ai.json
Time to Merge (p90)Hours within which 90% of merged outside pull requests were merged.3351.7 hours (139.7 days)0.3926 April to 23 October 2026primaryraw/pr_window/bytedance__flowgram.ai.json

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.0.447344.7——proxy:no_dependents_signalraw/github_meta/bytedance__flowgram.ai.json

Governance

ParameterValueScoreCountWindowSource
Elephant FactorThe fewest organisations that account for half of the last year's commits.250.084—primaryraw/commits_365d/bytedance__flowgram.ai.json
Legal IP RegimeThe contributor licence regime: DCO, none, a foundation CLA or a corporate CLA.Company CLA25.0——primaryraw/governance/bytedance__flowgram.ai.json
Promotion LadderHow openly a contributor can become a maintainer, from closed to verified.No written path to becoming a maintainer40.0——primaryraw/governance/bytedance__flowgram.ai.json

Rigor

ParameterValueScoreCountWindowSource
AI Policy PostureWhether the project has a written policy on AI-assisted contributions.Written AI policy95.0——primaryraw/governance/bytedance__flowgram.ai.json
Pipeline DefensesHow well the project's build and review pipeline defends against bad changes, 0 to 100.98.666798.725—proxy:review_ciraw/pr_window/bytedance__flowgram.ai.json
Substantive Review RateShare of decided pull requests that received a substantive review.30.8%38.53926 April to 23 October 2026primaryraw/pr_window/bytedance__flowgram.ai.json

Accessibility

ParameterValueScoreCountWindowSource
Developer ExperienceDeveloper experience, 0 to 100: half CI run time, half setup signals.71.958372.010—primaryraw/actions_runs/bytedance__flowgram.ai.json
Newcomer ConversionShare of first-time authors whose first pull request merged within 180 days.Not shown: Insufficient sample size
Newcomer Issue SupplyOpen, unassigned, up-to-date issues marked for newcomers.00.0——primaryraw/gfi/bytedance__flowgram.ai.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
Balanced3,924 of 4,04434.01DRated
First-timerNot enough evidence to show under this lens.
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-assisted3,420 of 4,00244.68CRated

Integrity

Snapshot
2026-11-05
Raw hash
21c9706c95291b1f1dc922a62063ce5a036fedeca89593d4a089aaa5ac85c486

No suspicion flags on this repository.

The full record is in data/2026-11-05/repos/f7.json, under the key bytedance/flowgram.ai.

How every number is measured: Porchlamp methodology.

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

Porchlamp (2026). bytedance/flowgram.ai. Snapshot 2026-11-05. https://porchlamp.org/projects/bytedance/flowgram.ai/. CC BY 4.0.

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