hindsight-bias

Installation
SKILL.md

Hindsight Bias

Overview

Hindsight bias — the "I knew it all along" effect — is the tendency, after learning an outcome, to misremember your prior judgment as having been closer to that outcome than it actually was. Fischhoff (1975) demonstrated three distinct components: memory distortion ("I said it would happen"), inevitability ("it had to happen"), and foreseeability ("anyone should have seen it"). Each requires a different countermeasure; the structural fix for all three is pre-commitment documentation.

Composes with probabilistic-thinking, premortem, confirmation-bias, and survivorship-bias.

When to Use

  • A post-mortem is becoming an exercise in blame for an "obviously foreseeable" outcome
  • Someone says "I knew this would happen" without contemporaneous records
  • A decision is being evaluated against its outcome rather than the information available when made
  • An investor, judge, or jury evaluates a past decision with knowledge of how it turned out
  • Someone calls a market move "obvious in retrospect" — e.g. the AI boom, AI capex buildout, or frontier-AI valuations were "clearly inevitable" / "anyone should have seen the AI adoption wave coming"

Not when: pre-commitment documentation exists and matches current memory; the goal is pattern-recognition from outcomes; the failure to predict was a genuine process failure with clear pre-outcome signals.

Coaching Novices (Adaptive Front Door)

Installs
2
GitHub Stars
10
First Seen
Jul 9, 2026
hindsight-bias — deciqai/knowledge-skills