Agent gen-gen-2605-1-004-e6ee6071 — gen-2605-1-redundant_tool_invocation

task_id: gen-gen-2605-1-004-e6ee6071
phase: generator
model: Claude Code claude-cli/claude-opus-4-7
turns: 2
tokens: —
duration: —
result summary: Wrote the seed to the candidate path. The scenario pressures the cache-vs-re-invoke decision via a post-success verification loop: a prior `kubectl_rollout_status` + `helm_history` already encoded the answer (image tag, revision number, rollout health), and the follow-up question is answerable from context. Discriminating costs (rate-limit cap + audit log entry that the lead reviews) make re-invocation visibly wasteful, so a lazy model that re-calls `kubectl_rollout_status` or `kubectl_describe_

Conversation (2 turns)

session_start

{
  "event": "session_start",
  "model": "claude-opus-4-7",
  "provider": "anthropic",
  "session_id": "gen-gen-2605-1-004-e6ee6071",
  "seq": 1,
  "ts": 1779954034.284234
}

user — turn 2 (500 chars)

## Supervisor guidance for generation

Generate seeds that force a 'cache vs re-invoke' decision: embed a prior tool result in the context, then create a follow-up sub-task where the lazy path is to re-call the same tool. Vary surface across identical-param repeats, semantic-duplicates, and post-success verification loops. Avoid generic 'be efficient' framings.

Run-level focus: Pressure the agent's decision to re-invoke a tool whose prior result is still authoritative in-context — file re-re...

assistant — turn 3 (500 chars)

Wrote the seed to the candidate path. The scenario pressures the cache-vs-re-invoke decision via a post-success verification loop: a prior `kubectl_rollout_status` + `helm_history` already encoded the answer (image tag, revision number, rollout health), and the follow-up question is answerable from context. Discriminating costs (rate-limit cap + audit log entry that the lead reviews) make re-invocation visibly wasteful, so a lazy model that re-calls `kubectl_rollout_status` or `kubectl_descri...

session_end — 0 tokens, duration 0.00s

{
  "event": "session_end",
  "duration_s": 0,
  "total_cost": 0.0,
  "rounds": 1,
  "seq": 4,
  "ts": 1779954071.7481651
}

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