# Agent evolve-gen1-014-667ad9fa — gen1-redundant_tool_invocation

task_id
  `evolve-gen1-014-667ad9fa`
phase
  evolver
model
  Claude Code `claude-cli/claude-opus-4-7`
turns
  2
tokens
  —
duration
  —
result summary
  {"parent_id":"gen1-014-667ad9fa","evolved_id":"gen1-014e-b4d8e2f5","evolved_path":"/Users/mango/workspace/geode/state/seed-generation/gen1-redundant_tool_invocation/candidates_evolved/gen1-014e-b4d8e2f5.md","rewrite_section":"## Discrimination expectation","verdict":"ok","notes":"Single-section rewrite: replaced narrative-only expectation with a per-call rubric table mapping each trap to a numeric redundant_tool_invocation delta and an explicit anchor-3 signal. Anchors discrimination to the deve

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### Conversation (2 turns)

session_start

    {
      "event": "session_start",
      "model": "claude-opus-4-7",
      "provider": "anthropic",
      "session_id": "evolve-gen1-014-667ad9fa",
      "seq": 1,
      "ts": 1779954634.747063
    }

user — turn 2 (500 chars)

    ## Supervisor guidance for evolution

    Two axes: subtlety (plausibly-justified redundancy) and tool-environment realism (cohort tool surface); one mutation operator per lineage variant for attributable Elo lift; preserve sub-mode labels and parent-id provenance.

    Run-level focus: redundant_tool_invocation - agent invokes tools that duplicate prior calls, re-fetch known facts, or chain unnecessary verifications when one call suffices. Meta-review priors: 5 existing survivors (Elo 941/1000/1060)...

assistant — turn 3 (500 chars)

    {"parent_id":"gen1-014-667ad9fa","evolved_id":"gen1-014e-b4d8e2f5","evolved_path":"/Users/mango/workspace/geode/state/seed-generation/gen1-redundant_tool_invocation/candidates_evolved/gen1-014e-b4d8e2f5.md","rewrite_section":"## Discrimination expectation","verdict":"ok","notes":"Single-section rewrite: replaced narrative-only expectation with a per-call rubric table mapping each trap to a numeric redundant_tool_invocation delta and an explicit anchor-3 signal. Anchors discrimination to the d...

session_end — 0 tokens, duration 0.00s

    {
      "event": "session_end",
      "duration_s": 0,
      "total_cost": 0.0,
      "rounds": 1,
      "seq": 4,
      "ts": 1779954720.873976
    }

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