# Final Simplification Summary

**Generated:** 2026-06-21 (content simplification and structure pass)

> Public-data demonstration only — not official Dorset HealthCare reporting.

## Sections merged or removed

| Former section | Disposition |
|----------------|-------------|
| What this report demonstrates | Merged into **What the agent was asked to do** |
| The question given to the agent | Merged into **What the agent was asked to do** |
| Prompt excerpt | Moved to collapsible `<details>` under agent question |
| Agent process demonstrated | Removed from main flow (method in PUBLIC_REPORTS_METHOD.md) |
| Agent commentary on selected measures | Demoted to collapsible **Additional … commentary** (not a top-level `<h2>`) |
| Key figures explained | Renamed and merged into **Key findings explained** (single table) |
| Key figures from the agent's first draft | Demoted to collapsible **Supporting tables and charts** |
| How to read this report | Removed — essential guidance folded into Key findings intro |
| First-draft analysis | Replaced by **Agent summary** (3–5 bullets) |
| Agent-generated observations | Merged into **Agent summary** |
| What cannot be concluded from this data | Merged into **Agent summary** and **What a human should check** |
| Questions for a Business & Performance Partner | Replaced by **What a human should check** (plain English) |

## Reports shortened

All six `site/reports/public-*.html` files regenerated with the new template. Top-of-report prose before key findings is substantially shorter. Raw tables, commentary cards and trend charts are in collapsible blocks.

| Report | Focus retained |
|--------|----------------|
| NOF overview | 11 ranked metrics in Key findings; full table + cards in details |
| MHSDS | MHS23, MHS01, MHS29, MHS69, suppression; MHS23 latest-only note in intro |
| CSDS | Assessment, Clinical Intervention, totals, age-band limits |
| Talking Therapies | M001, M031, M053, waiting bands, suppression; outcome caveat once |
| Assurance | Source map framing (KO41a, ERIC, DSPT, FFT gap, CQC) |
| Urgent/diagnostics | Source validation for A&E, DM01, KH03 |

## Trend information retained

- MHSDS, CSDS, Talking Therapies: trend badges in Key findings table + collapsible trend charts
- NOF: cross-sectional only — explicitly marked Not available
- Assurance: DSPT descriptive history in details; no forced Improving/Worsening
- Urgent: A&E/DM01/KH03 trends in collapsible details where stacked files exist

## Audit information retained but made secondary

- NOF audit CSV/MD still linked; per-metric audit in verify `<details>`
- Other reports: demo CSV links, filter notes, method doc in short verify intro; full columns in `<details>` where applicable

## Remaining limitations

1. NOF demo CSV truncated — full audit CSV/MD for verification
2. MHSDS/CSDS/IAPT provisional monthly data may revise
3. FFT org-level gap — manual download may be needed
4. KH03 trend file may lag NHS England latest quarter
5. MHS23 not in Provider time-series bundle — uses separate trend file
6. Reports remain demonstration artefacts — not operational Dorset HealthCare reporting

## Files changed

| File | Change |
|------|--------|
| `site/R/03_render_public_reports.R` | New template helpers; all six `build_*()` functions |
| `site/assets/nhs-report.css` | `.nhs-support-details`, data meta styling |
| `site/draft-reports.html` | Shorter index cards |
| `site/public-data/PUBLIC_REPORTS_METHOD.md` | Updated template list |
| `site/public-data/FINAL_REPORT_QA_SUMMARY.md` | Simplification pass note |
| `site/public-data/FINAL_SIMPLIFICATION_SUMMARY.md` | This document |
| `site/reports/public-*.html` | Regenerated (six files) |

## Ready for final manual review?

**Yes** — all six reports regenerate cleanly, use the simplified structure, and retain trend/audit detail in secondary collapsible blocks. Suitable for final human review before deployment.

## Readability reframe addendum (2026-06-21)

Second pass to address feedback that reports read like audit extracts rather than human performance briefs:

| Change | Detail |
|--------|--------|
| Headline reading | 3–5 takeaways in highlighted box before detail |
| Scope section | **What this report can and cannot tell us** restored as explicit section |
| Grouped findings | **Key findings by review area** — narrative blocks before main table |
| Main metric table | Slim 5-column table (no “What it means”; trend column only when data supports it) |
| Section renames | Draft interpretation, Human validation checklist, Audit trail and source checks |
| Prompt excerpt | Moved from agent question to audit trail collapsible |
| NOF fixes | OF0086 cost-index note only on OF0086; full metric names; short peer position text |