Linzhe

Internal Harness instruction source for baseline-repro. Route through visible Harness aliases instead of invoking directly.

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Internal Harness instruction source for auto-paper-argument. Route through visible Harness aliases instead of invoking directly.

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Internal Harness instruction source for change-intake. Route through visible Harness aliases instead of invoking directly.

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Classify a mature-codebase delta and execute only the owning route.

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Internal Harness instruction source for auto-paper-layout. Route through visible Harness aliases instead of invoking directly.

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Clarify research intent and produce draft readiness for human exit.

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Acquire and verify finite environment, data, weight, and baseline inputs.

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Execute bounded, reproducible experiment rounds.

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Build, revise, audit, or rebut a research manuscript from Harness Research evidence. Use for paper intake, related-work research, claim and citation control, section architecture, LaTeX patching, figure planning, reviewer response, or final manuscript hardening when the workspace contains Harness research artifacts.

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Internal Harness instruction source for auto-paper-data. Route through visible Harness aliases instead of invoking directly.

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Internal Harness instruction source for auto-paper-intake. Route through visible Harness aliases instead of invoking directly.

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Convert run artifacts into calibrated interpretation and next decisions.

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Orchestrate durable autonomous research iterations inside an accepted Campaign Contract.

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Internal Harness instruction source for review-packet. Route through visible Harness aliases instead of invoking directly.

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Produce evidence-grounded core docs and optionally route manuscript work.

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Internal Harness instruction source for auto-paper-citation. Route through visible Harness aliases instead of invoking directly.

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Internal Harness instruction source for auto-paper-figure. Route through visible Harness aliases instead of invoking directly.

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Internal Harness instruction source for auto-paper-harden. Route through visible Harness aliases instead of invoking directly.

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Internal Harness instruction source for auto-paper-patch. Route through visible Harness aliases instead of invoking directly.

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Internal Harness instruction source for auto-paper-research. Route through visible Harness aliases instead of invoking directly.

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Internal Harness instruction source for auto-paper-response. Route through visible Harness aliases instead of invoking directly.

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Internal Harness instruction source for auto-paper. Route through visible Harness aliases instead of invoking directly.

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Internal Harness instruction source for data-prep. Route through visible Harness aliases instead of invoking directly.

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Internal Harness instruction source for env-setup. Route through visible Harness aliases instead of invoking directly.

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