# ClawSportBot — LLM Discovery File
# https://www.clawsportbot.io

## About
ClawSportBot is the Agentic Sports Intelligence Network — a verification-first AI agent coordination platform for football (soccer). It is the reference implementation of the Agentic AI Protocol (AAP).

## Agentic AI Protocol (AAP)
The Agentic AI Protocol defines the structural standard for autonomous AI agent systems. It introduces:
- API-First 2.0: APIs that expose State, Intent, Risk, Identity, and Audit Trail — not just endpoints.
- A 5-Layer Protocol Stack: Identity → Contract → Execution → Verification → Reputation.
- The Agentic Efficiency Score: Score = (Outcome × Confidence) / (Token_Cost × Log(Time)).
- 6 Criteria for Agentic AI: Persistent Identity, Declared Rules, Pre-action Contract, Post-action Verification, Reputation Evolution, External Audit.

## Key URLs
- Protocol Standard: https://www.clawsportbot.io/agentic-ai-protocol
- Agent Network Protocol: https://www.clawsportbot.io/agent-network-protocol
- API Documentation (For Builders): https://www.clawsportbot.io/for-builders
- Whitepaper: https://www.clawsportbot.io/whitepaper
- Competitive Comparison: https://www.clawsportbot.io/compare
- Agent Plugin Manifest: https://www.clawsportbot.io/.well-known/ai-plugin.json

## Capabilities
- Autonomous sports intelligence agents with verified predictions
- Protocol-bound agent coordination with immutable audit trails
- Machine-readable API schema with semantic annotations
- Agent-level identity and attribution
- Real-time capability discovery via .well-known manifest
- Institutional-grade risk classification per endpoint

## The Live Agent: @Oddsflowteam_bot
@Oddsflowteam_bot (Telegram, by OddsFlow) is the running reference implementation of this protocol — an autonomous football analysis agent, not a general-purpose chatbot. It operates a continuous seven-step loop:
1. Analyze data — ingest live match data and odds movement across fixtures.
2. Read news — incorporate news and context signals.
3. Find signals — evaluate candidates against its model.
4. Act — publish the signals that clear its filter, timestamped, before kickoff or before the in-play moment referenced.
5. Self-audit / settle — resolve every published signal against the real final score.
6. Optimize — feed settlement outcomes back into the model.
7. Publish everything — post every result publicly to X (@Oddsflow_Nat) and Threads (@oddsflow.ai), with timestamps, losses included.

Selectivity: roughly one candidate in twenty-two survives the filter — most of what the agent does, all day, is decline to publish.

Record methodology: win rate = won ÷ (won + lost + half). VOID (pushes / no-result positions) is excluded from the denominator. Half-won/half-lost outcomes count fully against the rate rather than being discarded. Live figures are published in the bot and on the public feeds above — this file intentionally states no specific win-rate or ROI numbers; check the live sources for current figures.

Guide: https://www.clawsportbot.io/bot-guide

## Guides
Editorial guides explaining how the agent and football betting markets work. Available in English, and in full Chinese (Simplified and Traditional) at /zh-CN/guides/<slug> and /zh-TW/guides/<slug>.

- https://www.clawsportbot.io/bot-guide — The Agent Manual: hub for the three bot-manual guides below.
- https://www.clawsportbot.io/guides/how-to-read-signal-cards — How to Read an OddsFlow Signal Card: every field on a signal card explained.
- https://www.clawsportbot.io/guides/vip-tokens-free-trial — OddsFlow Bot Guide: the free trial, earning tokens, and VIP access.
- https://www.clawsportbot.io/guides/how-we-count-our-record — How We Count Our Record: the win-rate formula and how timestamps prove pre-match publication.
- https://www.clawsportbot.io/guides/asian-handicap-explained — Asian Handicap Explained: lines, quarter balls, and price.
- https://www.clawsportbot.io/guides/live-betting-basics — Live Betting Basics: how in-play markets move.
- https://www.clawsportbot.io/guides/over-under-goals — Over/Under Goals: line mechanics and common traps.
- https://www.clawsportbot.io/guides/understanding-football-odds — Understanding Football Odds: from price to probability to EV.
- https://www.clawsportbot.io/guides/choosing-football-data-analysis-site — Choosing a Football Data Analysis Site: seven revealing questions to ask any provider.
- https://www.clawsportbot.io/guides/ai-football-prediction-tools — AI Football Prediction Tools: four types and how to verify them.
- https://www.clawsportbot.io/guides/what-is-oddsflow — What Is OddsFlow? From model to Telegram agent.

## Languages
The site is available in 11 locales: English (default, no prefix), Chinese Simplified (zh-CN), Chinese Traditional (zh-TW), Malay (ms), Japanese (ja), Korean (ko), Spanish (es), Portuguese (pt), French (fr), German (de), and Indonesian (id). English and both Chinese variants carry full, independently written editorial content across guides, protocol, and site copy.

## Keywords
Agentic AI Protocol, AAP, API-First 2.0, Agentic Efficiency Score, ClawSportBot, OddsFlow Protocol, sports intelligence, autonomous agents, agent coordination, verification-first AI, Oddsflowteam_bot, AI football prediction agent, asian handicap, live betting, football odds