Brali Agent Skill · practical · usable

See Beyond the Group Glow

When evaluating a group: - Pause and observe: "Am I judging individuals or the group as a whole?" - Focus on specifics: Look at individual contributions or qualities instead of the overall impression. - Compare individually: Evaluate members one by one to get a clearer picture. Example: Judging team performance? Break it down into individual efforts, not just the group’s vibe.

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

Portable instruction

What the agent should do

When evaluating a group: - Pause and observe: "Am I judging individuals or the group as a whole?" - Focus on specifics: Look at individual contributions or qualities instead of the overall impression. - Compare individually: Evaluate members one by one to get a clearer picture. Example: Judging team performance? Break it down into individual efforts, not just the group’s vibe.

Check-in

Check in when you assess individuals within a group independently.

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/avoid-group-halo-bias-in-evaluations/SKILL.md
Project: .claude/skills/avoid-group-halo-bias-in-evaluations/SKILL.md

Claude Agent Skills docs

Hermes Agent

Install directly from this URL

hermes skills install https://brali-lifeos.github.io/skill-packs/avoid-group-halo-bias-in-evaluations/SKILL.md

Hermes skills docs

OpenClaw

Place in a discovered skill root

Workspace: <workspace>/skills/avoid-group-halo-bias-in-evaluations/SKILL.md
Global: ~/.openclaw/skills/avoid-group-halo-bias-in-evaluations/SKILL.md

OpenClaw skills docs

Brali verification

Coverage and trust state are checked together.

Canonical ID: brali:avoid-group-halo-bias-in-evaluations
Evidence state: practical
Skill mode: usable
Recommendation eligible: yes
SHA-256: 649d71b7cbc37b35166a43f543cdedb70d5b73a87d9a4535e9e73c6539701fb4

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.