Skill Quality

Edge-Case Hunter

Enumerates boundary, degenerate, and failure inputs an artifact does not visibly handle. Sibling of adversarial-review; loaded at /dr-plan and /dr-qa.

Overview

Most artifacts are written for the case the author imagined. This skill systematically surfaces the cases they did not: the empty, the maximal, the concurrent, the interrupted, the malformed. It is the boundary-focused sibling of adversarial-review (whole-artifact attack) and structure-review (organisation and contradiction).

The deliverable is a checklist of concrete edge inputs, each tagged handled / unhandled / out-of-scope-by-design — not a vague "consider edge cases" note.

Dimensions To Sweep

Walk every dimension; skip one only after stating why it does not apply.

  • Cardinality: zero items, exactly one, exactly the limit, one over the limit, "very many". Off-by-one lives here.
  • Emptiness / absence: empty string vs null vs missing vs whitespace-only; absent file vs empty file vs unreadable file.
  • Boundaries of value: min, max, min−1, max+1, zero, negative, unit boundaries (bytes↔KB, ms↔s), overflow, precision loss.
  • Ordering & timing: out-of-order arrival, duplicate delivery, re-entrancy, interruption mid-operation.
  • Concurrency: two writers, reader during write, lock timeout, the race the happy path never hits.
  • Partial failure: step 3 of 5 fails — what state is left, who cleans up, is retry safe?
  • Malformed input: wrong type, wrong encoding, truncated payload, hostile content.

Ranking

Silent-failure edges rank first: an edge that produces a wrong answer quietly outranks one that crashes loudly, because the crash gets found for free.