Brali Agent Skill · practical · usable

Break Free from Stereotypes

To reduce stereotypical bias: - Pause and question: Before making assumptions, ask yourself, “What evidence do I have?” - Focus on individuals: Get to know people beyond labels and categories. - Seek diverse perspectives: Actively listen to stories and views different from your own. Example: Instead of assuming someone’s skills based on their background, ask them about their experiences directly.

AgentSkills.iopracticalusableCognitive Biases
Open SKILL.mdCanonical recordVerification JSONAll Agent Skills

Portable instruction

What the agent should do

To reduce stereotypical bias: - Pause and question: Before making assumptions, ask yourself, “What evidence do I have?” - Focus on individuals: Get to know people beyond labels and categories. - Seek diverse perspectives: Actively listen to stories and views different from your own. Example: Instead of assuming someone’s skills based on their background, ask them about their experiences directly.

Check-in

Check in when you challenge and replace stereotypical assumptions.

Install

One portable file, host-specific location.

Inspect SKILL.md first. The evidence state and skill mode are part of the contract.

Install for normal use.

Claude Code

Drop into a skill folder

Personal: ~/.claude/skills/reduce-stereotype-bias-coach/SKILL.md
Project: .claude/skills/reduce-stereotype-bias-coach/SKILL.md

Claude Agent Skills docs

Hermes Agent

Install directly from this URL

hermes skills install https://brali-lifeos.github.io/skill-packs/reduce-stereotype-bias-coach/SKILL.md

Hermes skills docs

OpenClaw

Place in a discovered skill root

Workspace: <workspace>/skills/reduce-stereotype-bias-coach/SKILL.md
Global: ~/.openclaw/skills/reduce-stereotype-bias-coach/SKILL.md

OpenClaw skills docs

Brali verification

Coverage and trust state are checked together.

Canonical ID: brali:reduce-stereotype-bias-coach
Evidence state: practical
Skill mode: usable
Recommendation eligible: yes
SHA-256: 6b3337530c5800bdddbf67b931d77748204744fa5531573a324822125663e301

Brali CI verified. This means identity, state, mode, provenance and file integrity matched the generated corpus. It is not third-party vendor endorsement.

Why every hack gets a skill

Brali keeps a one-to-one machine surface: one hack record, one stable skill identity. Trust state determines what the skill is allowed to do.

License

Original Brali knowledge is available for non-commercial reuse under CC BY-NC-SA 4.0. Keep attribution, canonical record link, evidence state and skill mode.