# Section Pack

**Objective:** Implement the ai-transparency section using the compiled sidebar-main shell contract.
**Target:** react-vite (react)
**Scope:** pages=model-overview, inference-log, confidence-explorer | patterns=stats-overview, neural-feedback-loop, agent-timeline, intent-radar

## Section Contract
- Section: ai-transparency
- Role: auxiliary
- Shell: sidebar-main
- Theme: carbon-neon (dark)
- Features: monitoring, analytics, observability
- Description: AI model observability and transparency dashboard for inspecting inference logs, confidence distributions, and neural feedback cycles across deployed models.

## Section Routes
- /transparency -> model-overview @ sidebar-main [stats-overview, neural-feedback-loop]
- /transparency/inference -> inference-log @ sidebar-main [agent-timeline]
- /transparency/confidence -> confidence-explorer @ sidebar-main [intent-radar, stats-overview]

## Required Setup
- Use the declared section routes as the source of truth for this slice of the app.
- Keep the section shell consistent unless the task explicitly changes the shell contract.

## Allowed Vocabulary
- ai-transparency
- auxiliary
- sidebar-main
- carbon-neon
- dark
- monitoring
- analytics
- observability
- stats-overview
- neural-feedback-loop
- agent-timeline
- intent-radar

## Success Checks
- Section pages and routes remain coherent with the compiled topology. [error]
- The section shell contract stays consistent across its routes. [error]
- Primary section patterns are represented without adding off-contract filler sections. [warn]

## Token Budget
- Target: 1400
- Max: 2200
- Prefer route summaries over repeated prose.
- Use compact vocabulary lists instead of large reference tables.
- Include only task-relevant examples and checks.
