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Ll144 Bias Audit

FreeNot checked

NYC Local Law 144 AEDT bias audit — selection rate, impact ratio (4/5ths), public summary

io.github.CSOAI-ORGby io.github.CSOAI-ORG
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About

NYC Local Law 144 AEDT bias audit — selection rate, impact ratio (4/5ths), public summary

README

NYC Local Law 144 requires an independent annual bias audit of any Automated Employment Decision Tool (AEDT), with a published summary, before use. This computes the required metrics and signs the result. CSOAI Layer-0.

Tools

  • run_bias_audit(category, groups) — selection rate + impact ratio per group; flags impact ratio < 0.80 (4/5ths rule)
  • generate_ll144_summary(audits, tool_name, audit_date) — the publishable summary + overall compliance
  • check_compliance(...) — the procedural requirements (independent audit, published summary, candidate notice, ≤12 months)

Recurring, legally-required (DCWP-enforced). Apache-2.0.

from github.com/CSOAI-ORG/ll144-bias-audit-mcp

Install Ll144 Bias Audit in Claude Desktop, Claude Code & Cursor

Recommended · one command, every IDE
unyly install ll144-bias-audit-mcp

Installs into Claude Desktop, Claude Code, Cursor & VS Code — handles npx, uvx and build-from-source repos for you.

First time? Get the CLI: curl -fsSL https://unyly.org/install | sh

Or configure manually

Run in your terminal:

claude mcp add ll144-bias-audit-mcp -- uvx ll144-bias-audit-mcp

Step-by-step: how to install Ll144 Bias Audit

Install Ll144 Bias Audit in Claude DesktopInstall Ll144 Bias Audit in Claude CodeInstall Ll144 Bias Audit in CursorInstall Ll144 Bias Audit in VS Code

FAQ

Is Ll144 Bias Audit MCP free?

Yes, Ll144 Bias Audit MCP is free — one-click install via Unyly at no cost.

Does Ll144 Bias Audit need an API key?

No, Ll144 Bias Audit runs without API keys or environment variables.

Is Ll144 Bias Audit hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Ll144 Bias Audit in Claude Desktop, Claude Code or Cursor?

Open Ll144 Bias Audit on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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