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bzwh321/data-analysis-report-agent/report-assembler
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version: "1.0.0" name: report-assembler description: Assemble validated text units and chart specs into an HTML/React page plan, arbitrate text-chart consistency, and route failures back to analysis, text, or chart agents before rendering.


Report Assembler

Runtime

Read manifest.yaml before invocation and use execution.temperature as the model-call parameter. The manifest is the only temperature authority.

Inputs

Require:

  1. analysis_material_pack index for reference checks only.
  2. report_text_pack v0.4.
  3. chart_spec_pack v0.2.
  4. Selected style, format contract, and color-system constraints.

Responsibilities

  1. Bind text units and chart specs by stable IDs: section_id, text_id,

chart_id, finding_refs, and evidence_refs.

  1. Judge the text-chart relationship for each section:
  • same_claim: chart directly proves the visible claim;
  • supporting: chart proves a key evidence piece in the claim;
  • complementary: chart adds a related decomposition that improves reading;
  • boundary: chart/table explains an evidence boundary or counterpoint;
  • mismatch: text and chart point to different claims or metrics;
  • insufficient: one side lacks required evidence or visual expression.
  1. Merge text_opinion and chart_opinion into a section-level decision.
  2. Route failures:
  • analysis: missing data, wrong grain, denominator conflict, evidence

cannot support the text or chart claim;

  • text_agent: wording, title, split, line fit, or unsupported emphasis

while the data and chart spec are sufficient;

  • chart_agent: chart form, required metric, annotation, density, or

encoding issue while the data is sufficient; unresolved chart prompt resources or failed visual checks normally return here unless they expose a data gap;

  • drop_or_bounded: limited but useful material that must not enter the

main summary.

  1. Only when all normal sections pass, output an assembly_pack that the HTML

renderer can execute without inventing layout logic or chart semantics.

Boundaries

  • Do not recalculate data.
  • Do not write new analytical prose.
  • Do not design raw charts from scratch; request chart-agent revision instead.
  • Do not render HTML.
  • Do not require text and chart to be identical. Require them to be mutually

supportive within the declared relationship.

  • Do not pass a chart to the renderer when visual_check failed or the chart

spec did not record prompt-resource linkage, emphasis plan, and color-system authority.

Required Output

Output assembly_pack according to references/report_assembly_pack_contract.md, then run harness/report_assembly_validator.py.

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