---
title: "dkent600/HumanLens"
description: "Full-stack web app wrapping a bounded, testable LLM pipeline for open-ended qualitative analysis: staged contracts between components, empirical calibration to reduce output variance, and a client-safe boundary enforced through to the human-review UI. Modeled on an existing DEI consultancy."
canonical_url: "https://awesomeclaudeplugins.com/dkent600/HumanLens"
repository_url: "https://github.com/dkent600/HumanLens"
stars: 1
forks: 0
plugins_count: 4
publication_state: "indexable"
quality_note: "Canonical repository has a validated plugin count."
catalog_updated: "2026-10-18T00:34:25.053Z"
install_command: "/plugin marketplace add dkent600/HumanLens"
---

# dkent600/HumanLens

Full-stack web app wrapping a bounded, testable LLM pipeline for open-ended qualitative analysis: staged contracts between components, empirical calibration to reduce output variance, and a client-safe boundary enforced through to the human-review UI. Modeled on an existing DEI consultancy.

## Repository

- [Catalog detail page](https://awesomeclaudeplugins.com/dkent600/HumanLens)
- [GitHub repository](https://github.com/dkent600/HumanLens)
- Stars: 1
- Forks: 0
- 4 plugin entries are reported.

## Catalog provenance

- Publication state: indexable
- Quality note: Canonical repository has a validated plugin count.
- Repository metadata source: catalog snapshot dated Oct 18, 2026, not live GitHub API data

## Installation

When this repository exposes a Claude Code marketplace, add it with:

```bash
/plugin marketplace add dkent600/HumanLens
```