aibtcdev/dog-intelligence

dog-intelligence

On-chain intelligence hub for DOG•GO•TO•THE•MOON — the largest Bitcoin rune by holders (89K+). Pulls data directly from a Bitcoin Core + Ord full node via the DOG DATA API.

What it does

DOG intelligence provides 8 sub-commands that give agents real-time and historical analytics on the DOG rune:

| Action | What it returns | |--------|----------------| | pulse | Full market snapshot: price aggregated across all exchanges, MVRV ratio, holder count, LTH vs STH ratio, Diamond Paws count, retention rate. One call, complete picture. | | whales | Multi-chain whale alerts with severity (CRITICAL/HIGH), USD value, classification, and top 25 holder positions. Covers Bitcoin L1, Stacks, and Solana. | | diamond | Forensic behavioral profiles — Diamond Paws, Dog Legends, Paper Hands breakdown. Proprietary Diamond Score ratings across 14 holder categories. | | airdrop | Origin story analytics: the Runestone→DOG airdrop (100B tokens, 75,490 recipients, zero pre-sale). Retention rate, behavior breakdown, current holder status. | | lth-sth | The trademark metric: Long-Term Holder vs Short-Term Holder supply ratio. HODL waves, UTXO age distribution, median age, and supply conviction analysis. | | markets | Full multi-exchange view: prices and volumes from 20+ exchanges (CEX + Solana DEX). Spread analysis, trust scores, and 24h high/low from Kraken. | | multichain | Cross-chain DOG intelligence: bridged supply on Stacks and Solana. Holder count, market cap, liquidity, and 24h metrics per chain. | | bitcoin | Bitcoin network context: latest block, hashrate, difficulty adjustment progress, mempool depth, and fee recommendations. |

Why agents need it

DOG is the #1 rune by holder count (89,020+) and the most liquid rune across CEX + DEX markets. Agents operating in Bitcoin DeFi need:

• Holder concentration (Gini coefficient, top 10/100/1000 %) to assess LP impermanent loss risk
• MVRV ratio for timing entry/exit — currently 0.27, meaning DOG trades at 27% of its realized value (historically undervalued)
• Multi-chain whale alerts for frontrunning protection — severity ratings (CRITICAL/HIGH), USD value, and classification across Bitcoin L1, Stacks, and Solana. Threshold: >1M DOG per transaction.
• Forensic profiles for narrative-grade intelligence — no other data source classifies 75K+ wallets into Diamond Paws, Paper Hands, Dog Legends, etc.
• LTH vs STH ratio — the single most predictive metric for supply-side conviction. 79%+ of DOG supply is in long-term hands.
• Multi-exchange markets — 20+ exchanges including Solana DEX (Orca, Raydium, Meteora, Jupiter) and 6 CEX. Full spread and volume analysis.
• Cross-chain data — DOG bridged to Stacks (via Bitflow) and Solana. Track bridged supply, liquidity, and holder count per chain.
• Bitcoin network context — fee conditions and mempool state matter when planning large DOG transactions.

No other API offers Diamond Score, forensic categorization, or LTH/STH breakdown for any rune. This is Glassnode-grade analytics for Bitcoin's fungible token layer.

Safety notes

• Read-only skill. Does not write to chain, does not move funds, does not sign transactions.
• No sensitive data processed. No private keys, no mnemonics, no wallet access required.
• All data sourced from DOG DATA's public API (dogdata.xyz) — GET requests only.
• Safe for mainnet and testnet. No network-specific risk.
• Rate limited: 20 req/hr without API key, 100 req/hr with free key, 5,000 req/hr with pro key.
• If rate limited (HTTP 429), the skill returns status: "blocked" with retry information — never retries silently.

Data source

DOG DATA — the world's most comprehensive DOG rune data platform. Runs its own Bitcoin Core + Ord full node. No third-party API dependency. 40 REST endpoints, MCP server, SSE real-time events.

• API Discovery: https://www.dogdata.xyz/api
• Agent Capabilities: https://www.dogdata.xyz/api/agent/capabilities
• OpenAPI Spec: https://www.dogdata.xyz/api/openapi.json
• LLM Context: https://www.dogdata.xyz/llms.txt

Commands

Pre-flight check

bun run dog-intelligence/dog-intelligence.ts doctor

Checks API health, connectivity, API key status, and smoke-tests all new endpoints. Always run before other commands.

Market pulse snapshot

bun run dog-intelligence/dog-intelligence.ts run --action pulse

Whale tracking (multi-chain, >1M DOG threshold)

bun run dog-intelligence/dog-intelligence.ts run --action whales

Diamond Score forensics

bun run dog-intelligence/dog-intelligence.ts run --action diamond

Airdrop origin story

bun run dog-intelligence/dog-intelligence.ts run --action airdrop

LTH vs STH conviction analysis

bun run dog-intelligence/dog-intelligence.ts run --action lth-sth

Multi-exchange market data

bun run dog-intelligence/dog-intelligence.ts run --action markets

Cross-chain data (Stacks + Solana)

bun run dog-intelligence/dog-intelligence.ts run --action multichain

Bitcoin network status

bun run dog-intelligence/dog-intelligence.ts run --action bitcoin

Install optional SDK

bun run dog-intelligence/dog-intelligence.ts install-packs

Output contract

All outputs are JSON to stdout using a consistent envelope:

Success:

{
  "status": "success",
  "action": "descriptive message",
  "data": {},
  "error": null,
  "source": "dogdata.xyz",
  "timestamp": "ISO-8601"
}

Error:

{
  "status": "error",
  "action": "context of what failed",
  "data": null,
  "error": "descriptive error message",
  "source": "dogdata.xyz",
  "timestamp": "ISO-8601"
}

Rate limited:

{
  "status": "blocked",
  "action": "rate_limited",
  "data": null,
  "error": "Rate limited on /endpoint. Retry after 60s.",
  "source": "dogdata.xyz",
  "timestamp": "ISO-8601"
}

Origin

Winner of AIBTC x Bitflow Skills Pay the Bills competition. Original author: @LimaDevBTC Competition PR: https://github.com/BitflowFinance/bff-skills/pull/14