# Bias Engine

> Use this tool when you need to manage and apply cognitive biases to AI agents, influencing their reasoning patterns and decision-making processes. It solves problems related to personalized and contextualized AI interactions by providing preset bias profiles and dynamic adjustment capabilities. The Bias Engine accepts inputs such as bias profiles and adjustment operations, and outputs customized reasoning patterns tailored to specific personas or contexts.

Canonical page: https://skillsregistry.net/skills/kagioneko-bias-engine  
JSON: https://api.skillsregistry.net/v1/skills/kagioneko-bias-engine

## Description

Provides cognitive bias management capabilities for AI agents, allowing configuration and application of various cognitive biases to influence reasoning patterns. Includes preset bias profiles for different personas and supports dynamic bias adjustment through get, set, remove, and reset operations.

## Trust

- **Trust score (0–1):** 0.96
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/kagioneko-bias-engine)
- **Repository:** <https://github.com/kagioneko/bias-engine-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "kagioneko-bias-engine"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/kagioneko-bias-engine` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/kagioneko-bias-engine/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt