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claudetools/.claude/COMPLEXITY_ROUTING.md

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Complexity-Based Model Routing

When spawning an agent, pick a tier based on the request signals below, then pass model accordingly.


Tier 1 — Haiku (fast/cheap)

Signals: single lookup, no code changes, classification, formatting, summarization, status check, documentation

Examples:

  • "What's the status of X?"
  • Summarize or format a session log
  • Search/grep for a value
  • Convert or extract data
  • Write/update a markdown doc

Agents that default here: documentation-squire, explore (quick searches), photo

Agent call: model: "haiku"


Tier 2 — Sonnet (default, inherit)

Signals: standard code generation, routine DB queries, test execution, API work, multi-file reads, git operations

Examples:

  • Add or modify an endpoint
  • Run tests and report results
  • Write a DB migration
  • Fetch credentials, configure a service
  • Commit and push changes

Agents that default here: coding, database, testing, gitea, general-purpose, deep-explore (standard search)

Agent call: omit model (inherits session model)


Tier 3 — Opus (high-stakes reasoning)

Signals: architectural decision, security/auth, 3+ interacting systems, ambiguous root cause, production data risk, anything that fails badly if wrong

Examples:

  • Redesign an auth or data flow
  • Security or code review of a critical PR
  • Debug a multi-service race condition
  • Schema migration on production data
  • Evaluate competing architectural approaches

Agents that default here: code-review (when Sequential Thinking triggers), deep-explore (architecture questions)

Agent call: model: "opus"


Bump Rule

If the request contains ANY of these keywords, bump one tier up regardless of other signals:

security, auth, token, credential, migration, production, race condition, data loss, breach, encrypt


Quick Reference

Tier Model Typical cost Use when
1 haiku ~10x cheaper Lookup, format, summarize, doc
2 (inherit) baseline Standard code, DB, tests
3 opus ~5x more expensive Architecture, security, ambiguous failures

Err toward Tier 2 when uncertain. Only use Opus when the reasoning stakes justify the cost.