Follow explicit rules and procedures without improvisation at the novice stage

When new to a domain, follow the given rules precisely — understanding comes after compliance, not before.

Why it works

Novices have no contextual experience to know when a rule should be bent or ignored; they must follow it to discover through feedback what it gets right and what it misses. Improvising at the novice stage substitutes uninformed judgment for the compressed wisdom embedded in the rule, with predictable results. The rules are not the endpoint — they are the scaffolding that grounds the learner in the domain long enough to start accumulating contextual experience.

How to do it

1. Identify the canonical rules or procedures for the domain you are entering.
2. Follow them fully and consistently, even when intuition suggests a shortcut.
3. Note every deviation you are tempted to make — these become diagnostic targets for later stages.

Evidence

The novice stage’s rule-reliance is consistent with cognitive load research: rules reduce working memory demands by specifying what to do, freeing cognitive resources for observation. The Dreyfus model itself is an observational framework, not an experimentally validated progression. (mechanistic)

The Dreyfus model is a theoretical account derived from observation across several domains; it has been critiqued for limited empirical validation and for potentially overstating the discreteness of the stages.

Sources

• Dreyfus & Dreyfus (1980), "A five-stage model of the mental activities involved in directed skill acquisition" (Air Force Office of Scientific Research report)

Common mistake

Skipping explicit rule-following because it "feels mechanical" — undermining the foundational compliance that builds the contextual library the rules are eventually tested against.