Model Citizen by Jake Selby v0.13.1
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Research and verification

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primitives/rules/research-and-verification.md
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  • Web search is capped per session — 200 calls on Claude Code — and shared by every subagent. Budget roughly 10 agents at 20 searches, or 6 at 30, and stagger bigger runs across sessions. After a fan-out, check each subagent’s count and re-run starved dimensions in a fresh session.
  • Prove a filter bites: send a value that can never match and confirm the result is empty.
  • Spot-check one returned record against the field you filtered on before trusting the set.
  • A swallowed per-item error is unknown, not absent. Count failures separately from empties.
  • Re-check the live spec before assuming a documented workaround is still needed.
  • Prefer primary sources. Trace every rule you rely on to a quotable source; when a file’s header and body disagree, find the code or the spec that decides it. See api-verification.
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