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
- NOF demo CSV truncated — full audit CSV/MD for verification
- MHSDS/CSDS/IAPT provisional monthly data may revise
- FFT org-level gap — manual download may be needed
- KH03 trend file may lag NHS England latest quarter
- MHS23 not in Provider time-series bundle — uses separate trend file
- 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 |