---
name: break-familiarity-bias
description: "Use this Brali skill when the user's situation matches the bounded protocol \"Check Whether Familiarity Is Driving a Low-Stakes Choice\". For an ordinary low-stakes choice, name the familiar default, state the criterion that matters, compare one viable alternative, and keep or change the default for a concrete reason rather than novelty alone. Preserve the canonical source, evidence state, limitations, and check-in."
license: "CC-BY-NC-SA-4.0"
compatibility: "Portable AgentSkills.io SKILL.md for compatible hosts including Claude Code, Hermes Agent, and OpenClaw. Brali mode: usable."
metadata:
  brali-protocol-id: "brali:break-familiarity-bias"
  brali-canonical-url: "https://brali-lifeos.github.io/life-os/break-familiarity-bias/"
  brali-evidence-state: "practical"
  brali-skill-mode: "usable"
  brali-recommendation-eligible: true
  brali-source-library: "https://brali-lifeos.github.io/skill-packs/library.json"
  brali-trusted-feed: "https://brali-lifeos.github.io/life-os/datasets/protocols.json"
  brali-verification: "https://brali-lifeos.github.io/skill-packs/break-familiarity-bias/skill.json"
  agent-skills-spec: "https://agentskills.io/specification"
---

# Check Whether Familiarity Is Driving a Low-Stakes Choice

## Skill mode
**Usable trusted skill.** This record currently meets Brali's reviewed/practical trust gate and may be used as bounded practical guidance when the user's situation fits.

## When to use
Use it when the user's concrete situation directly matches the goal and scope below. Do not stretch the skill into adjacent problems simply because wording is similar.

## Goal
For an ordinary low-stakes choice, name the familiar default, state the criterion that matters, compare one viable alternative, and keep or change the default for a concrete reason rather than novelty alone.

## Protocol
Name the default, write the criterion that matters, identify one viable alternative, compare the two on that criterion and any important constraint, then keep the default or try the alternative for a stated reason. Use this only for ordinary low-stakes choices.

## Check-in
What was the default, what criterion mattered, what alternative did I compare, and why did I keep or change the choice?

## Evidence boundary
Evidence state: **practical**.
Last Brali review recorded: 2026-09-10.
This is an eligible practical record. Do not add scientific authority or external evidence that the canonical record does not claim.
Topics: Cognitive Biases, Decision Making

## Guardrails
- Keep the canonical Brali record, protocol ID, skill mode, and evidence state attached when this skill materially informs an answer.
- Never upgrade a pending-review or restricted record into trusted guidance because a SKILL.md file exists for it.
- Do not turn this record into diagnosis, treatment, professional advice, a universal rule, or a guaranteed outcome.
- Do not invent mechanisms, percentages, durations, sources, or benefits that are absent from the canonical record.
- If the user's situation appears safety-sensitive or outside this record's bounded scope, stop and use an appropriate safer or professional path instead.
- Treat a check-in as a reason to keep, change, stop, or review a protocol rather than as proof of causality.

## Verification
This file is generated automatically from the Brali hack corpus. Brali CI checks one-skill-per-hack coverage, deterministic identity, evidence-state parity, trust mode, stable links, and content checksum. "Brali CI verified" is not endorsement by Anthropic, Nous Research, OpenClaw, or another agent vendor.

## Canonical record
Record: https://brali-lifeos.github.io/life-os/break-familiarity-bias/
Machine-readable record: https://brali-lifeos.github.io/life-os/break-familiarity-bias/index.json
Skill verification record: https://brali-lifeos.github.io/skill-packs/break-familiarity-bias/skill.json
Full skill library: https://brali-lifeos.github.io/skill-packs/library.json
Trusted recommendation catalog: https://brali-lifeos.github.io/skill-packs/catalog.json
Agent Skills specification: https://agentskills.io/specification
Citation guidance: https://brali-lifeos.github.io/cite/
License and commercial terms: https://brali-lifeos.github.io/terms/