{
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  "views": [
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      "anchor": "workbench",
      "title": "Start with the job you want to do",
      "html": "00-overview.html",
      "specification": "00-overview.sequence.json",
      "sources": [
        "[Workbench](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workbench.py#L150)",
        "[_preview](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workbench.py#L669)",
        "[_run](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workbench.py#L687)",
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    },
    {
      "anchor": "inventory",
      "title": "Find the models a connection actually lists",
      "html": "06-inventory.html",
      "specification": "06-inventory.sequence.json",
      "sources": [
        "[_connection](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/providers.py#L60)",
        "[list_models](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/providers.py#L102)",
        "[_save_connection](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workbench.py#L495)",
        "[_add_models](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workbench.py#L522)"
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    },
    {
      "anchor": "probes",
      "title": "Observe a short response before running a larger task",
      "html": "07-probes.html",
      "specification": "07-probes.sequence.json",
      "sources": [
        "[probe_model](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/providers.py#L184)",
        "[execute_probes](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workbench.py#L109)",
        "[_probe](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workbench.py#L569)",
        "[main](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workflow_cli.py#L19)"
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    },
    {
      "anchor": "research",
      "title": "Keep documented facts separate from observed behavior",
      "html": "08-research.html",
      "specification": "08-research.sequence.json",
      "sources": [
        "[research_model](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/model_research.py#L127)",
        "[_parse_response](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/model_research.py#L71)",
        "[execute_research](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workbench.py#L87)",
        "[_start_research](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workbench.py#L379)"
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    },
    {
      "anchor": "setup",
      "title": "Validate a task, preview the request ceiling, then run",
      "html": "01-setup.html",
      "specification": "01-setup.sequence.json",
      "sources": [
        "[validate_task](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/task.py#L26)",
        "[plan_task](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/task.py#L140)",
        "[execute_preview](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workbench.py#L51)",
        "[run_task](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workflow.py#L53)"
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    {
      "anchor": "modes",
      "title": "Choose between capturing answers and judging them",
      "html": "09-modes.html",
      "specification": "09-modes.sequence.json",
      "sources": [
        "[validate_task](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/task.py#L26)",
        "[select_task](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workbench.py#L29)",
        "[run_task](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workflow.py#L53)"
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    },
    {
      "anchor": "candidates",
      "title": "Capture each answer with its source and call evidence",
      "html": "02-candidates.html",
      "specification": "02-candidates.sequence.json",
      "sources": [
        "[execute](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workflow.py#L74)",
        "[evaluate](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workflow.py#L104)",
        "[call_provider](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/providers.py#L167)",
        "[normalize_response](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/providers.py#L130)",
        "[run_tournament](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/engine.py#L205)"
      ]
    },
    {
      "anchor": "judging",
      "title": "Judge the whole answer set under the chosen rubric",
      "html": "04-judging.html",
      "specification": "04-judging.sequence.json",
      "sources": [
        "[build_judge_request](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workflow.py#L27)",
        "[judge](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workflow.py#L118)",
        "[parse_provider_decision](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/judging.py#L26)",
        "[run_tournament](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/engine.py#L205)"
      ]
    },
    {
      "anchor": "ladder",
      "title": "Insert survivors according to recorded comparisons",
      "html": "03-ladder.html",
      "specification": "03-ladder.sequence.json",
      "sources": [
        "[seed_models](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/engine.py#L144)",
        "[run_tournament](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/engine.py#L205)",
        "[run_task](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workflow.py#L53)"
      ]
    },
    {
      "anchor": "evidence",
      "title": "Read the result, including what failed or stayed unknown",
      "html": "05-evidence.html",
      "specification": "05-evidence.sequence.json",
      "sources": [
        "[run_task](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workflow.py#L53)",
        "[estimate_cost](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/providers.py#L210)",
        "[Report rendering and saving](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/report.py)",
        "[main](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/workflow_cli.py#L19)"
      ]
    },
    {
      "anchor": "core-api",
      "title": "Understand what the retained core does for a caller",
      "html": "10-core-api.html",
      "specification": "10-core-api.sequence.json",
      "sources": [
        "[run_tournament](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/engine.py#L205)",
        "[_cache_key](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/engine.py#L190)",
        "[_new_candidate_key](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/engine.py#L183)",
        "[parse_judge_output](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/engine.py#L112)",
        "[parse_provider_decision](https://github.com/CinvanaAI/rubric-rumble/blob/v0.3.2/src/prompt_tournament/judging.py#L26)"
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    },
    {
      "anchor": "example",
      "title": "Inspect a complete record and reproduce a safe first run",
      "html": null,
      "specification": null,
      "sources": [
        "[Current package instructions](https://github.com/CinvanaAI/rubric-rumble#readme)",
        "[Editable diagram sources](https://github.com/CinvanaAI/rubric-rumble/tree/main/demo/operations)",
        "[Source map](source-evidence.json)"
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  "historical_companion": "../history/historical-flow.html",
  "historical_scope": "Preserved source and selected recorded battles; exact historical runtime revisions and cache hits are unverified.",
  "synthetic_example": "recorded-example.json",
  "source_revision": "v0.3.2"
}