Brali Agent Skill · practical · usable

Spot Illusory Correlations

To avoid false connections: - Look for patterns: Ask yourself, “Is this really connected, or just a coincidence?” - Seek evidence: Check if there’s actual data supporting the relationship. - Stay objective: Write down facts separately and then compare. Example: If you think eating bananas always improves your mood, track it for a week to see if the pattern holds.

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

Portable instruction

What the agent should do

To avoid false connections: - Look for patterns: Ask yourself, “Is this really connected, or just a coincidence?” - Seek evidence: Check if there’s actual data supporting the relationship. - Stay objective: Write down facts separately and then compare. Example: If you think eating bananas always improves your mood, track it for a week to see if the pattern holds.

Check-in

Check in when you catch yourself assuming a connection without evidence.

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/spot-illusory-correlations/SKILL.md
Project: .claude/skills/spot-illusory-correlations/SKILL.md

Claude Agent Skills docs

Hermes Agent

Install directly from this URL

hermes skills install https://brali-lifeos.github.io/skill-packs/spot-illusory-correlations/SKILL.md

Hermes skills docs

OpenClaw

Place in a discovered skill root

Workspace: <workspace>/skills/spot-illusory-correlations/SKILL.md
Global: ~/.openclaw/skills/spot-illusory-correlations/SKILL.md

OpenClaw skills docs

Brali verification

Coverage and trust state are checked together.

Canonical ID: brali:spot-illusory-correlations
Evidence state: practical
Skill mode: usable
Recommendation eligible: yes
SHA-256: 2e768677f2238f40208bada384659235d85aa11995e9d6c0b0a679fb3fac56af

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.