Intelligence Agent — SportMind Suite

Five steps. Full transparency.

Every run follows the same pipeline. Every decision is logged. The briefing you receive shows exactly what was found, why it was classified, and what to do about it.

Monitor →

Fetches new content from all enabled sources since the last run — RSS feeds, public APIs, Telegram public channels, and the GitHub API. Source fetch failures are logged and skipped; the run continues.

Filter →

Two-pass keyword filter per source category. Inclusion keywords must match; suppression rules discard routine price updates, match results, and duplicates within the 7-day dedup window. Every decision is logged for audit.

Classify →

The LLM classifies each filtered signal as Tier 1 (primary — confirmed, modifier-changing, actionable within 30 days), Tier 2 (corroborating — credible, directionally consistent), or Tier 3 (background context). Signals with no SportMind file mapping enter a PENDING_MAPPING queue — surfacing library gaps, not hiding them.

Map →

Every classified signal is mapped to specific SportMind files and modifier identifiers. A Tier 1 signal always names the exact file, section, and proposed edit. Generic signals with no clear library mapping are filtered before delivery.

Deliver

Items are assembled into a structured briefing — Tier 1 first, then Tier 2, Tier 3 summary table, pending mapping. Delivered as a GitHub Issue in SportMind/SportMind by default. Telegram and email also supported. The agent never commits to the library autonomously.

One rule. Every signal.

Before any signal reaches the briefing it must pass the SportMind Library Rule:

"Will this intelligence still be true and useful in six months?"

If yes — it is enduring reasoning that belongs in the library. If no — it is expiring data that belongs in the briefing body only.

The agent applies this test automatically. Expiring signals appear as context. Only enduring reasoning frameworks are routed to the library.

Public sources only.

Every source is publicly accessible, RSS or API-based, and ToS-compliant. No paywalled content. No scraping. No ToS violations.

Regulatory

Rule changes that affect the library

CoinDesk — Regulation RSS

SEC EDGAR full-text search API

CFTC press releases RSS

ESMA — MiCA implementation

UK FCA crypto assets RSS

Chiliz Ecosystem

Protocol, platform, and partnership signals

Chiliz blog (Medium RSS)

Socios.com blog (Medium RSS)

Chiliz Chain block explorer API

CoinGecko fan token market API

Chiliz GitHub public events

Sports Calendar

Fixtures, transfer windows, supply triggers

ESPN UCL fixtures API

Transfermarkt RSS

BBC Sport RSS

Formula 1 official RSS

UEFA and FIFA news feeds

Macro Crypto

Cycle signals and market structure shifts

CoinGecko global market API

CoinDesk Markets RSS

Binance announcements RSS

The Block RSS

Bitcoin Magazine RSS

Fan Token Specific

Burns, mints, launches, and listings

CoinGecko fan tokens by volume

Socios Telegram public channel

Chiliz explorer token events

CoinMarketCap fan token category

SportMind/SportMind issue labels

Every item. Seven fields.

Tier 1 signals always include all seven fields. Every claim is traceable to its source. Every recommended change names a specific SportMind file and section.

intelligence-agent · briefing item · worked example Tier 1 — Primary Signal

Source

CoinDesk — Regulation · coindesk.com/policy/2026/05/04/cftc-no-action-fan-tokens · Published: 2026-05-04T16:44:00Z

Signal

The US CFTC issued a no-action letter confirming that CHZ-paired fan tokens on Chiliz Chain do not constitute commodity futures contracts, provided four conditions are met. The letter applies to all currently listed tokens and remains in effect unless revoked with 30 days notice.

Tier

Tier 1 — Primary Signal

Affects

macro/sec-cftc-overview.md — us_cftc_posture
fan-token/regulatory-risk-layer.md — us_retail_access_risk
macro/regulatory-frameworks.md — us_regulatory_clarity_score

Reason to add

Confirmed official action from a primary regulatory authority. Materially changes the US regulatory risk profile for all Chiliz Chain fan tokens. Actionable immediately and durable unless explicitly revoked.

Recommended change

In macro/sec-cftc-overview.md Section 4, add subsection 4.3 — No-Action Letter: CHZ Fan Tokens (May 2026). Update us_cftc_posture from NEUTRAL to FAVOURABLE — NO ACTION ACTIVE. In fan-token/regulatory-risk-layer.md Section 2.1, downgrade US retail access risk from HIGH to MEDIUM.

Value added

Removes the most significant blocker from US market expansion signals for fan tokens. Agent analyses targeting the US market can now apply us_regulatory_clear ×1.15 rather than flagging US access as a high-risk unknown.

Three ways to receive the briefing.

Choose the method that fits your workflow. GitHub Issue is the default — auditable, searchable, zero extra infrastructure.

Recommended

⬡

GitHub Issue

Opens an Issue in SportMind/SportMind titled SportMind Intelligence Briefing — [date]. Full briefing in Markdown. Labels applied automatically. Searchable across repository history.

Requires SPORTMIND_GH_TOKEN secret

✈

Sends formatted messages to a private channel or group. Tier 1 signals can be delivered immediately on detection — push mode — without waiting for the scheduled run.

Requires TELEGRAM_BOT_TOKEN + TELEGRAM_CHAT_ID

◻

Email digest

Sends an HTML email on schedule. Tier 1 signals highlighted. Subject line includes tier counts so you can triage from your inbox. Good for non-technical stakeholders.

Requires SMTP credentials

SMI is SportMind's own Intelligence Agent — the reference implementation of this repository. It delivers weekly briefings to a private Telegram group, fires immediate alerts for Tier 1 signals, and has been running since May 2026. Fork this repository to build your own.

Part of a larger system.

Each component is independently usable and MIT licensed.
Together they cover the full stack — from raw intelligence to live agent interfaces.

SportMind core library

651 skill files · 129 calibration records · 96% accuracy

The intelligence layer. 651 calibrated files across 42 sports. Every other component builds on this.

sportmind.dev → GitHub

Telegram AI Bot Starter Kit

4 prompts · 5 use cases · MIT licensed

Deploy SportMind-powered AI agents on Telegram via Managed Bots. Pre-built prompts, configs, and governance.

View page → GitHub

Fan Token Agentic Wallet Kit

4 layers · 5 examples · MIT licensed

Chiliz Chain integration. Fan token on-chain mechanics, FTP PATH_2 supply events, and wallet-layer intelligence.

View page → GitHub

Intelligence Agent

5 source categories · 3 delivery options · MIT licensed

Monitors public sources. Classifies signals. Delivers structured briefings. You decide what enters the library.

View page → GitHub

Intelligence briefings
for SportMind.

Five steps. Full transparency.

One rule. Every signal.

Public sources only.

Every item. Seven fields.

Three ways to receive the briefing.

SMI — running in production.

Part of a larger system.

Fork it. Point it.
Read it.

Intelligence briefingsfor SportMind.

Five steps. Full transparency.

One rule. Every signal.

Public sources only.

Every item. Seven fields.

Three ways to receive the briefing.

SMI — running in production.

Part of a larger system.

Fork it. Point it.Read it.

Intelligence briefings
for SportMind.

Fork it. Point it.
Read it.