ASK-02Step 2 of 3v1.0.0 · release candidate

Evidence-Linked Drafter

Writes the client report narrative from your normalized KPI table and approved notes — and tags every figure back to the row or note it came from, so reviewers check sources instead of re-doing maths.

Input
kpi_normalized.csv + client_notes.md
Output
draft_report.md + evidence_index.csv
Tested on
Local scripts · model review pending
Network
None required

How it works

  1. 01 · READLoads the normalized table and only the client notes marked approved.
  2. 02 · DRAFTWrites the narrative in your report structure, one section per agreed KPI group.
  3. 03 · LINKTags every figure with its source and writes an evidence index beside the draft.

Example output

Illustrative · sample data
draft_report.md

2. Acquisition

Organic sessions grew to 14,776R14, up 18.4%R14·R10 on August, while direct traffic held steady at 4,018R13 sessions. As agreed in the client’s notesN03, paid search is now judged on CPA, which fell to $23.10R16·R12.

evidence_index.csv
tagsourcevalue
R10row 10 · 2026-08 · organic sessions12480
R12row 12 · 2026-08 · paid_search cpa26.40
R13row 13 · 2026-09 · direct sessions4018
R14row 14 · 2026-09 · organic sessions14776
R16row 16 · 2026-09 · paid_search cpa23.10
N03notes · approved 2 Sept—

Works best when

  • Data has passed through ASK-01 (pack schema v1)
  • Client notes are marked approved before the run
  • ASK-03 checks the draft afterwards

It will not

  • State a number it can’t tag to a source
  • Use notes that aren’t marked approved
  • Send, publish or share the report
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