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## I have read the [CONTRIBUTING.md](https://github.com/supabase/supabase/blob/master/CONTRIBUTING.md) file. Yes. ## What kind of change does this PR introduce? Documentation update. ## What is the current behavior? Specialist monitoring prompts leave some comparison windows, baselines, thresholds, and missing-data behavior undefined. This can produce reports or forecasts without sufficient evidence. ## What is the new behavior? Detection checks define inputs, comparison windows, thresholds, units, missing-data behavior, and next investigation steps. Query regressions require comparable snapshots and reset history; capacity forecasts require saved measurements and a matching confirmed limit. Health, Security, Performance, and Capacity prompts fetch and follow the shared detection checks automatically. They record finding, clear, or unable to assess, preserve alert state, and suppress unchanged repeats. Missing history or failed access cannot become a healthy result. Specialist pages retain their diagrams and the sections What it watches, When it watches, What it will output, and Set up the agent. Setup explains the necessary documentation access and saved state; optional links explain report triggers. Prompt and provider setup tabs remain available in HTML and Markdown. The Hire an agent overview and Generalist page and prompt remain unchanged. Prompt Markdown exports use the Markdown serializer to safely contain nested code fences, preserving the full Generalist prompt and its SQL examples. Both prompt exporters have parser-based round-trip coverage. ## Additional context Full docs suite: 215 passed, 2 skipped against a freshly reset disposable Supabase stack. Typecheck, targeted ESLint, formatting, and guides Markdown generation also pass after the export fix. Earlier validation: production docs build, docs typecheck, targeted ESLint, formatting, and guides Markdown generation pass. All four specialist exports contain their diagrams, setup sections, enhanced prompts, and provider instructions. The Health page diagram and setup tab were checked in the browser. Changed pages have no MDX lint violations; existing repository-wide violations remain. The unchanged detection SQL was previously smoke-tested in a disposable sandbox. Hosted MCP runs, scheduler persistence, notifications, and agent evals are outside this validation. Evals remain outside this change. Stage 3 of 3; depends on stage 2. Stack: #50073 → #50074 → #50075. <!-- This is an auto-generated comment: release notes by coderabbit.ai --> ## Summary by CodeRabbit - **Documentation** - Reworked observability guidance around hourly, read-only monitoring checks. - Updated health, security, performance, and usage monitors to identify new findings, data gaps, regressions, and resource growth. - Added clearer setup instructions for linked documentation, saved measurements, and alert state. - Replaced the issue-detection guide with standardized outcomes: finding, clear, or unable to assess. - Added explicit thresholds, evidence details, investigation links, and verification steps for turning detections into diagnoses. - **Improvements** - Standardized monitoring prompts and presentation across supported agent types. <!-- end of auto-generated comment: release notes by coderabbit.ai --> --------- Co-authored-by: Claude Opus 5 <noreply@anthropic.com>