Harness-Research

Internal Harness instruction source for auto-iterate-goal. Route through visible Harness aliases or hook contracts instead of invoking directly.

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

Internal Harness instruction source for evaluate. Route through visible Harness aliases or hook contracts instead of invoking directly.

Internal Harness instruction source for iterate. Route through visible Harness aliases or hook contracts instead of invoking directly.

Internal Harness instruction source for orchestrator. Route through visible Harness aliases or hook contracts instead of invoking directly.

Visible Harness write entry. Use for manuscript writing, citation-supported paper work, final documentation, README hardening, and GitHub Pages preparation.

Visible Harness write entry. Use for manuscript writing, citation-supported paper work, final documentation, README hardening, and GitHub Pages preparation.

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

Internal Harness instruction source for final-exp. Route through visible Harness aliases or hook contracts instead of invoking directly.

Clarify early research intent through hard questions and produce draft-only Research Intent, Grill Round Log, and Execution Readiness Packet artifacts. Does not approve contracts or complete WF1-WF3 by itself.

Internal Harness instruction source for release. Route through visible Harness aliases or hook contracts instead of invoking directly.

Visible Harness run entry. Use for WF10 experiment iteration: model exploration, hyperparameter changes, ablations, visualization, and quantitative runs.

Internal Harness instruction source for workflow-supervisor. Route through visible Harness aliases or hook contracts instead of invoking directly.

Clarify early research intent through hard questions and produce draft-only Research Intent, Grill Round Log, and Execution Readiness Packet artifacts. Does not approve contracts or complete WF1-WF3 by itself.

Visible Harness run entry. Use for WF10 experiment iteration: model exploration, hyperparameter changes, ablations, visualization, and quantitative runs.

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

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

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

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

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

Internal Harness instruction source for build-plan. Route through visible Harness aliases or hook contracts instead of invoking directly.

Visible Harness build entry. Use after prepare to plan and implement the minimal runnable codebase slice through workflow-supervisor build automation.

Internal Harness instruction source for code-expert. Route through visible Harness aliases or hook contracts instead of invoking directly.

Visible Harness build entry. Use after prepare to plan and implement the minimal runnable codebase slice through workflow-supervisor build automation.

Visible Harness prepare entry. Use after Grill readiness is approved to acquire datasets, clone baselines, run baseline smoke checks, and complete prepare through workflow-supervisor.

Visible Harness prepare entry. Use after Grill readiness is approved to acquire datasets, clone baselines, run baseline smoke checks, and complete prepare through workflow-supervisor.

Internal Harness instruction source for harness-maintenance. Route through visible Harness aliases or hook contracts instead of invoking directly.

Internal Harness instruction source for init-project. Route through visible Harness aliases or hook contracts instead of invoking directly.

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

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

Visible Harness analyze entry. Use after experiment runs to turn results into interpretation, decisions, and next-run or writing guidance.

Visible Harness analyze entry. Use after experiment runs to turn results into interpretation, decisions, and next-run or writing guidance.

Internal Harness instruction source for code-debug. Route through visible Harness aliases or hook contracts instead of invoking directly.

Internal Harness instruction source for validate-run. Route through visible Harness aliases or hook contracts instead of invoking directly.

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

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

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

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

Internal Harness instruction source for code-review. Route through visible Harness aliases or hook contracts instead of invoking directly.

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