Canonical definition
Have you ever read a horoscope or personality test and thought, “This is so me!”? That’s Forer (Barnum) Effect – the tendency to believe vague descriptions are uniquely accurate for you, even though they apply to most people.

Free cognitive-bias Agent Skill
Use Forer (Barnum) Effect as a focused cognitive-bias lens. Explain the pattern, check whether it plausibly fits the situation, surface an alternative non-bias explanation, and return a practical counter-check without diagnosing people or claiming causation.
What the agent should do
Have you ever read a horoscope or personality test and thought, “This is so me!”? That’s Forer (Barnum) Effect – the tendency to believe vague descriptions are uniquely accurate for you, even though they apply to most people.
Install
Hermes Agent
mkdir -p ~/.hermes/skills/bias-egocentric-bias-forer-barnum-effect && curl -fsSL https://cognitive-biases.github.io/agent-skills/bias-egocentric-bias-forer-barnum-effect/SKILL.md -o ~/.hermes/skills/bias-egocentric-bias-forer-barnum-effect/SKILL.mdOpenClaw
mkdir -p ~/.openclaw/workspace/skills/bias-egocentric-bias-forer-barnum-effect && curl -fsSL https://cognitive-biases.github.io/agent-skills/bias-egocentric-bias-forer-barnum-effect/SKILL.md -o ~/.openclaw/workspace/skills/bias-egocentric-bias-forer-barnum-effect/SKILL.mdOther Agent Skills-compatible tools
Download SKILL.md and put it in the skill directory or import surface supported by your agent.
Boundary
The skill must preserve uncertainty, surface a non-bias explanation and avoid turning a cognitive-bias label into a claim about a person's motives, intelligence or mental health.