Knowledge card L2 · Context engineering informational

Summarise Long Documents Without Losing the Thread

What it is

Summarising a long document by having Claude condense it in sections and then reconcile those into one coherent brief — while explicitly tracking the argument that runs through it.

map then reduceChunkSummarise eachMerge + reconcileOne coherent brief
Summarise the parts, then summarise the summaries — with the through-line kept.

Why it works

Claude reads long context well, but a naive 'summarise this' can flatten a document into disconnected bullet points and lose the actual argument. Summarising in parts and then merging keeps both the detail and the through-line.

When to use it

Long reports, papers, transcripts, and books where a one-shot summary risks dropping either nuance or the overall thread.

When not to use it

Short documents that fit comfortably in a single read — the extra structure is wasted there.

Prompt

Summarise this long document faithfully.

1. First, in one line, state the document's central argument or purpose.
2. Then summarise each major section in 2-3 sentences.
3. Finally, give a merged brief that keeps the through-line from step 1.

Flag anything where sections contradict each other.

<document>

Example

On a 60-page strategy doc, Claude names the core thesis, condenses each part, and surfaces that section 4 quietly contradicts the headline goal — the single most useful thing in the summary.

Advanced version

Ask Claude to produce the summary and a list of the three claims most worth verifying against the source, so you know where to spot-check rather than trusting the whole thing.

Common mistakes

  • Accepting a bag of bullet points that lost the argument connecting them.
  • Assuming Claude ingested the entire document — confirm coverage on very long inputs.
  • Never spot-checking, so a confident-but-wrong line rides along unnoticed.