Acu Nugget Recall

Tactic: Extract atomic units from one paper and score how much of a caller-supplied summary covers. Use for ACU-style binary or Nugget-style ternary recall checks; cannot run without a target summary.

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File contents

ACU / Nugget Recall

Orchestration Pattern

  1. Require target_summary; never generate the scored summary inside this tactic.
  2. Fetch the paper and create acu-nugget-recall/.
  3. Extract units before exposing the summary to the unit-writing step. ACU uses extracted/binary units; Nugget uses authored, importance-tagged units.
  4. Match all units against target_summary in one call.
  5. Aggregate the results and write 03-recall-aggregate.json.

Write 01-atomic-unit-writing.json, 02-atomic-unit-matching.json, and 03-recall-aggregate.json. Record the summary source. Report every unmatched unit, not just the score. For a single-summary Nugget run, carry the method's weak per-topic reliability caveat alongside the number.

yogsoth-ai/paper-reading/tree/main/skills/acu-nugget-recall commit 4e591cda02

Frequently asked questions

npx skillmds@latest add yogsoth-ai/acu-nugget-recall