- In short
- Decomposition failure modes are the ways a single-prompt approach or a poorly ordered decomposition produces shallow, unauditable, or contradictory results. A single prompt that bundles deriving criteria, scoring, weighing trade-offs, and recommending yields a recommendation with no visible reasoning. Most decomposition failures are ordering problems - such as drafting before confirming a shared extraction - not wording problems, so the fix is restructuring into ordered steps, not asking Claude to be more thorough in one pass.
Full concept guide coming soon
We are building the in-depth, exam-aligned guide for this knowledge point. In the meantime, explore the prerequisites and related concepts below, watch the official Anthropic Academy lessons, and start an adaptive study session to master it with Archie.
Watch and learn
Official Anthropic Academy lessons first, then hand-picked walkthroughs. Videos load only when you press play.
No videos curated for this concept yet
We are still curating the best official and community videos for this topic.
References & primary sources
Adaptive study
Master this concept with Archie
Practice it inside an adaptive study session. Archie, your Socratic AI tutor, tracks your mastery with Bayesian Knowledge Tracing and schedules the perfect next review.