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"body": "Item 4 of the evolve-loop convergence follow-ups (`apps/eval/wip/evolve-loop-convergence-followups.md` on `jp/eval-fixes`). Companion to #551 and #552.\n\n## Problem\n\nBaseline case 50 spent all 18 iterations on `list_files`/`search_code`/`read_file` — including literally repeated identical calls — and made zero edits. Case 65 (intentionally vague \"make my mac look cool\") ground through 25 iterations / 453k tokens instead of using the conversational-response path.\n\n## Changes (2 commits)\n\n- **Engine:** a read-only tool call (`list_files`, `read_file`, `search_code`, `search_docs`, `search_packages`) repeated with identical arguments within a 10-iteration window is answered with a nudge to commit to a decision instead of re-executed. Call identity uses key-sorted canonical JSON so argument order doesn't matter. Any edit or `build_check` clears the window (they can change file contents / write `flake.lock`); beyond the window the call re-runs, since its earlier result may have been pruned from context by retention.\n- **System prompt:** two additions — vague-*intent* requests get a short conversational reply instead of open-ended exploration; and exploration is bounded: no identical repeat calls, \"no existing file for this\" is a normal outcome that means *create the config*, and conversational bail-out is only for unclear intent, never for missing files.\n\nThe \"never for missing files\" clause is not theoretical: the first draft lacked it, and in eval case 39 (\"add an `ll` alias\") the model bailed out conversationally at iteration 4 instead of creating the zsh config. The recalibrated wording fixed the vague case without that regression.\n\n## Testing\n\n- 3 unit tests for repeat-call identity (argument-order stability, distinct args, mutating/repeatable tools excluded).\n- Eval spot-checks (single stochastic samples, PR1+PR2+PR3 binary): case 65 now ends conversationally at iteration 2 / 18k tokens (baseline: 25 it / 453k); case 50 generated cleanly with git config implemented on repro (baseline: 18 it of pure thrash, 0 edits); case 44 generated with a verified build. gpt-oss-120b variance is large — the full 28-case sweep is the real re-measure.\n- Full `cargo test` green except the 2 pre-existing sandbox-only `prepare_import_target_*` failures.",
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