# Fantasy Team Ranker — Full Knowledge Specification (llms-full.txt)

> Domain: https://fantasyteamranker.online
> Purpose: Machine-readable documentation of platform architecture, computational formulas, and topical entity nodes for AI, LLM agents, and semantic discovery crawlers.
> Last Updated: September 2026

## 1. Platform Architecture & Technical Stack

- **Framework**: Astro 5.x Static Site Generation (SSG)
- **Deployment & Edge Infrastructure**: Cloudflare Pages Global Edge Network with instant cache invalidation
- **JavaScript Footprint**: 0 KB client-side JavaScript on all informational/editorial routes (`/about-us/`, `/methodology/`, `/privacy-policy/`, `/sitemap/`)
- **Client Computation**: Vanilla ES2022 interactive engines with zero external framework dependencies on calculator workbenches
- **Visual Export Engine**: High-DPI HTML5 Canvas 2D graphic renderer producing `1200x675` PNG report cards client-side
- **Typography Suite**: Space Grotesk (Display/Headings) + Space Mono (Data/Metrics) + Inter (Editorial Body)
- **Design Tokens**: 4-tier pure HSL color system with dark mode polarity and WCAG 2.1 AAA contrast ratios ($\ge 7:1$)

## 2. Category Taxonomy & Complete Route Index

| Route | Type | Category | Primary Focus |
|---|---|---|---|
| `/` | Interactive Engine | Decision Engines | Instant roster analysis, VORP calculations, positional radar |
| `/rate-my-fantasy-football-team/` | Interactive Engine | Decision Engines | Draft report cards, VBD equity, bench upside |
| `/dynasty-team-analyzer/` | Interactive Engine | Decision Engines | 3-year championship window classifier, age curves |
| `/league-power-rankings/` | Interactive Engine | Decision Engines | All-play records, schedule luck elimination, standings |
| `/sleeper-fantasy-football-team-analyzer/` | Interactive Engine | Decision Engines | Automated 1-click Sleeper API roster synchronization |
| `/fantasy-football-trade-analyzer/` | Interactive Engine | Decision Engines | Bilateral 2-for-1 / 3-for-2 trade calculator & stud tax |
| `/embed/rankings/` | Interactive Widget | Decision Engines | Standalone embeddable radar widget for third-party media |
| `/methodology/` | Editorial Dossier | Institutional Governance | Mathematical VORP proofs, polynomial age regressions |
| `/about-us/` | Editorial Dossier | Institutional Governance | Quantitative modeling desk biographies & standards |
| `/privacy-policy/` | Compliance Dossier | Institutional Governance | Local storage policies, non-wagering terms |
| `/sitemap/` | Navigational Index | Directory | HTML entity sitemap indexing all sovereign endpoints |
| `/sitemap.xml` | XML Schema | Crawlers | Search engine discovery schema |
| `/rss.xml` | Media RSS | Syndication | Google Discover 16:9 media syndication feed |
| `/llms.txt` | Text Manifest | LLM Specifications | Concise summary for AI search and agent routing |
| `/llms-full.txt` | Text Corpus | LLM Specifications | Exhaustive full-text corpus and algorithmic equations |

## 3. Mathematical Models & Algorithmic Equations

### A. Value Over Replacement Player (VORP)
$$\text{VORP}_i = \text{PPG}_i - \text{Baseline}_{\text{Pos}(i)}$$

Where positional baselines in standard 12-team PPR leagues are defined as:
- **Quarterback (QB)**: QB13 threshold = 14.2 PPG
- **Running Back (RB)**: RB25 threshold = 10.1 PPG
- **Wide Receiver (WR)**: WR37 threshold = 9.8 PPG
- **Tight End (TE)**: TE13 threshold = 7.4 PPG

### B. Composite Franchise Power Score
$$\text{Power Score} = (\text{Starter Dominance} \times W_{\text{starter}}) + (\text{Bench Equity} \times (1 - W_{\text{starter}}))$$
Default parameter: $W_{\text{starter}} = 0.75$ (75% starting lineup, 25% bench depth).

### C. All-Play Record & Fantasy Luck Index
$$\text{Expected Wins} = \frac{\sum_{w=1}^{N} \text{Rank}_{w}}{M - 1}$$
$$\text{Fantasy Luck Index} = \text{Actual Wins} - \text{Expected All-Play Wins}$$
A positive Luck Index indicates favorable schedule variance; a negative score reveals unearned losses due to high opponent scoring.

### D. Dynasty Positional Age Depreciation
- **Running Backs (RB)**: Peak window ages 22–26. Post-26 annual depreciation rate: $-18.4\%$.
- **Wide Receivers (WR)**: Peak window ages 25–29. Post-29 annual depreciation rate: $-9.2\%$.
- **Quarterbacks (QB)**: Peak window ages 26–33. Post-33 annual depreciation rate: $-4.8\%$.
- **Tight Ends (TE)**: Peak window ages 25–30. Post-30 annual depreciation rate: $-7.6\%$.

### E. Stud Consolidation Tax (Bilateral Trade Formula)
$$\text{Net Package Value} = V_1 + (V_2 \times 0.80) + (V_3 \times 0.65)$$
Compensates for the opportunity cost of roster spot consumption and finite weekly starting spots when trading multi-player packages for an elite single asset.

## 4. Editorial, Transparency & Non-Wagering Policy

Fantasy Team Ranker operates exclusively as an objective analytical platform. We have zero commercial relationships with sportsbooks, fantasy betting operators, or gambling syndicates. All player evaluations are derived from verifiable historical data and deterministic statistical algorithms.