Warning OSI-approved OSS Developer Tools Developer Infrastructure

Human-in-the-loop Review

Human-in-the-loop code review platform for vibecoded projects.

Data confidence73/100
Source coverage69/100
Publish confidence71/100
Pricing checkedNo current pricing evidence

Moderate-confidence page: useful public signals are present, but some evidence sources may be missing or stale.

Score Breakdown

Public signal read

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How to read this

These bars are a reader-facing view of the ToolVitals evidence model. They summarize maintenance, shipping, confidence, and decay signals. Hosted pricing evidence is shown separately.

Activity
Recent commits, releases, changelog, package, and product-motion signals.
Reliability
Maintenance posture from recency, release evidence, availability, and repo signals.
Adoption
Public footprint from GitHub stars, forks, and watchers when available.
Sustainability
Longer-term posture combining health, activity, adoption, confidence, and decay risk.
ToolVitals57/100Health41/100Shipping56/100Zombie Risk0/100
Overall Score 57 Warning
Activity 56
Reliability 41
Adoption 8
Sustainability 50

Score History

Scores collected daily. More data points appear as the tracker runs.

About this tool

What ToolVitals knows about Human-in-the-loop Review

Human-in-the-loop code review platform for vibecoded projects.

This tool has an OSI-approved open-source license signal.

The tool is still alive, but signs of slower momentum are visible.

Source-visible project Developer Infrastructure OSI-approved OSS Scored Intelligence
Repository

GitHub Activity

HTML
marsiandeployer/human-in-the-loop-review
Stars 2
Forks 0
Watchers 2
Open Issues 36
Primary Language
HTML
Last Commit
34 days ago
Releases 90d
0
Default Branch
main
License
MIT
Repository Status
Active repository
Evidence

Signal Quality

Data Confidence 73/100 Good
Source Coverage 69/100 Good
Publish Confidence 71/100 Good

ConfidenceModerate confidence with some missing public signals.

Zombie RiskNo meaningful zombie signal right now.

How ToolVitals scores work
Openness

License Evidence

Class
OSI-approved OSS
License
MIT
Pricing Scope
No hosted pricing tracked

This tool has an OSI-approved open-source license signal.

Sources

Tracked Sources

Profile

Classification

Category
Developer Tools
Use Case
Developer Infrastructure
Openness
OSI-approved OSS
License
MIT
Pricing Scope
No hosted pricing tracked
Tool Mode
Source-visible project
Score Model
Open Source Maintenance
Score Visibility
Scored Intelligence
Status
Warning
Hosted Pricing

Pricing Evidence

Scope
No hosted pricing tracked
Free Tier
Not detected
Currency
USD
Tracked Plans
0
Maintainers

README Badge

Show this ToolVitals status in project docs.

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Tags
code-reviewdeveloper-toolsaiautomationopen-sourceai-agentai-code-reviewautomated-code-reviewclaude-codecoderabbit-alternativecopilotcursorgithub-actionshuman-in-the-looppull-requestvibe-codingvibecoding

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