PreReason
prereason.com
· PreReason
Pre-reasoned Bitcoin, macro, and cross-asset market briefings for AI agents. Returns trend signals, confidence scores, regime classification, correlation matrices, and causal narratives instead of raw numbers. 20 briefings covering BTC price, on-chain analytics, mining economics, energy costs, corporate treasury holdings, spot BTC ETF flows, Fed/M2/yields, FX liquidity, and cross-asset correlations. 207 individual metrics with interpretation. Pay per request via x402 (USDC on Base) or subscribe with API key.
prereason.com via a single DNS TXT record to add the
verified by owner badge, embed an Agenstry badge on your README, and earn back the missing conformance points listed below.
Dispute or improve this rating
F
Conformance score: 39/100
F-grade: card is reachable but fails most operational signals.
click to expand breakdown ▾
click to collapse breakdown ▴
agent-card.json changed within the last 7 days. We track these so downstream callers can react.
Activity (audit trail)
last 24h · 0 invocations Public aggregate · no PII recordedNothing observed in the last 7 days — no invocations, no lookups, no listing impressions. Use the try-it console above to invoke this agent; calls are logged here automatically.
Card history
1 snapshot Every change toagent-card.json
| Captured | Hash | |
|---|---|---|
| 2026-10-02 11:26:12 current | 7e36372b05bc… |
view → |
Endpoints
| Endpoint | Price | Currency |
|---|---|---|
https://prereason.com/api/fx
|
0.05 | USDC |
https://prereason.com/api/btc
|
0.02 | USDC |
https://prereason.com/api/macro
|
0.02 | USDC |
https://prereason.com/api/btc/context
|
0.02 | USD |
https://prereason.com/api/btc/pulse
|
0.02 | USD |
https://prereason.com/api/btc/grid
|
0.02 | USD |
https://prereason.com/api/btc/momentum
|
0.03 | USD |
https://prereason.com/api/btc/onchain
|
0.03 | USD |
https://prereason.com/api/btc/miners
|
0.03 | USD |
https://prereason.com/api/btc/etf
|
0.03 | USD |
https://prereason.com/api/btc/full
|
0.05 | USD |
https://prereason.com/api/btc/factors
|
0.05 | USD |
https://prereason.com/api/btc/energy
|
0.05 | USD |
https://prereason.com/api/btc/treasury
|
0.05 | USD |
https://prereason.com/api/macro/liquidity
|
0.03 | USD |
https://prereason.com/api/macro/rates
|
0.05 | USD |
https://prereason.com/api/cross/correlations
|
0.02 | USD |
https://prereason.com/api/cross/breadth
|
0.03 | USD |
https://prereason.com/api/cross/regime
|
0.05 | USD |
https://prereason.com/api/treasuries
|
0.03 | USD |
https://prereason.com/api/cross/ai-compute
|
0.05 | USD |
https://prereason.com/api/treasuries/{ticker}
|
0.02 | USD |
https://prereason.com/api/metrics/{metric}
|
0.01 | USD |
0xa499f6f6ab97ba87db2e1fd7a1e3534125b60018 on Base
· basescan ↗
| Agent card | https://prereason.com/.well-known/agent-card.json |
| Provider | https://www.prereason.com |
| Docs | https://www.prereason.com/docs |
Skills · 7 declared · mapped to canonical taxonomy
Regime classification, confidence scores, trend analysis, momentum, percentile rankings, and causal attribution for BTC. Covers price, hash rate, difficulty, mi…
Fed balance sheet, M2 supply, Treasury 10Y yield, reverse repo, net liquidity, and yield curve with trend analysis and regime context.
BTC correlation matrix against SPY, QQQ, VXX, UUP as relationship signals. Market breadth and regime detection across asset classes.
Public company BTC holdings from SEC EDGAR filings and CoinGecko. MicroStrategy, Marathon, Riot, Coinbase and 26 more companies. Miner vs corporate split, accum…
Bitcoin production cost model, hashprice, hash ribbon, energy pressure from natural gas. Miner stress scoring, survival index, and profitability signals for min…
90-day momentum with percentile rankings, 200-day moving average support/resistance, RSI-style trend strength, Bollinger band signals. Quantitative BTC indicato…
7 controlled backtests prove PreReason briefings improve AI trading decisions. Treatment edge +4.46 to +15.97pp. 4-arm RCT: Treatment (briefings), Control (pric…
Health · last 1 probes
Cheaper or better alternatives per-skill
For each canonical skill this agent serves, the cheapest priced competitor and the highest-quality competitor. Only shown when at least one beats the current agent. Skills where this agent is already best on both axes are hidden.
Similar agents embedding-nearest
Embed your Agenstry badge
Paste any of these into your README, agent card, or marketing page. Each badge auto-updates and links back to this page.
Markdown / HTML snippets
[](https://agenstry.com/agents/prereason.com) [](https://agenstry.com/agents/prereason.com) [](https://agenstry.com/agents/prereason.com) [](https://agenstry.com/agents/prereason.com)
Audit-grade evidence bundle
JSON snapshot for vendor-review files. Add ?sign=true for a JWS-signed envelope verifiable against
our JWKS. See the methodology.
Raw agent card JSON
{
"id": "prereason-financial-intelligence",
"name": "PreReason",
"description": "Pre-reasoned Bitcoin, macro, and cross-asset market briefings for AI agents. Returns trend signals, confidence scores, regime classification, correlation matrices, and causal narratives instead of raw numbers. 20 briefings covering BTC price, on-chain analytics, mining economics, energy costs, corporate treasury holdings, spot BTC ETF flows, Fed/M2/yields, FX liquidity, and cross-asset correlations. 207 individual metrics with interpretation. Pay per request via x402 (USDC on Base) or subscribe with API key.",
"version": "1.0.0",
"url": "https://api.prereason.com",
"supportedInterfaces": [
{
"url": "https://api.prereason.com/api/mcp",
"protocolBinding": "https://modelcontextprotocol.io/specification/2025-11-25/basic/transports#streamable-http",
"protocolVersion": "2025-11-25"
}
],
"provider": {
"organization": "PreReason",
"url": "https://www.prereason.com"
},
"iconUrl": "https://www.prereason.com/logos/logo-256.png",
"documentationUrl": "https://www.prereason.com/docs",
"keywords": [
"bitcoin",
"btc",
"crypto",
"cryptocurrency",
"market data",
"financial data",
"macroeconomic",
"fed",
"federal reserve",
"treasury yields",
"liquidity",
"m2 supply",
"on-chain",
"blockchain analytics",
"mining",
"hash rate",
"hashprice",
"difficulty",
"correlation",
"regime detection",
"momentum",
"technical analysis",
"percentile",
"portfolio context",
"risk assessment",
"trading signals",
"market intelligence",
"financial API",
"context API",
"x402",
"micropayments",
"pay per request",
"USDC",
"energy cost",
"miner economics",
"production cost",
"corporate treasury",
"SEC filings",
"net liquidity",
"yield curve",
"VIX",
"DXY",
"dollar index",
"FX",
"market briefing",
"AI agent",
"LLM context",
"MCP server"
],
"capabilities": {
"streaming": false,
"pushNotifications": false
},
"defaultInputModes": [
"application/json"
],
"defaultOutputModes": [
"text/markdown",
"application/json"
],
"skills": [
{
"id": "btc-market-intelligence",
"name": "Bitcoin Market Intelligence",
"description": "Regime classification, confidence scores, trend analysis, momentum, percentile rankings, and causal attribution for BTC. Covers price, hash rate, difficulty, mining production costs, and treasury holdings.",
"tags": [
"bitcoin",
"btc",
"market regime",
"trend",
"on-chain"
]
},
{
"id": "macro-indicators",
"name": "Macro Economic Indicators",
"description": "Fed balance sheet, M2 supply, Treasury 10Y yield, reverse repo, net liquidity, and yield curve with trend analysis and regime context.",
"tags": [
"macro",
"federal reserve",
"liquidity",
"m2",
"treasury yields"
]
},
{
"id": "cross-asset-correlations",
"name": "Cross-Asset Correlation Analysis",
"description": "BTC correlation matrix against SPY, QQQ, VXX, UUP as relationship signals. Market breadth and regime detection across asset classes.",
"tags": [
"correlation",
"cross-asset",
"equities",
"volatility",
"dollar"
]
},
{
"id": "treasury-intelligence",
"name": "Corporate Bitcoin Treasury Holdings",
"description": "Public company BTC holdings from SEC EDGAR filings and CoinGecko. MicroStrategy, Marathon, Riot, Coinbase and 26 more companies. Miner vs corporate split, accumulation trends, institutional adoption signals.",
"tags": [
"corporate treasury",
"bitcoin holdings",
"SEC filings",
"institutional adoption"
]
},
{
"id": "mining-economics",
"name": "Mining Economics and Energy Analysis",
"description": "Bitcoin production cost model, hashprice, hash ribbon, energy pressure from natural gas. Miner stress scoring, survival index, and profitability signals for mining sector analysis.",
"tags": [
"mining",
"hashprice",
"production cost",
"energy",
"hash rate"
]
},
{
"id": "momentum-technical",
"name": "Momentum and Technical Signals",
"description": "90-day momentum with percentile rankings, 200-day moving average support/resistance, RSI-style trend strength, Bollinger band signals. Quantitative BTC indicators for systematic trading agents.",
"tags": [
"momentum",
"technical analysis",
"moving average",
"percentile"
]
},
{
"id": "backtest-evidence",
"name": "Backtest Evidence",
"description": "7 controlled backtests prove PreReason briefings improve AI trading decisions. Treatment edge +4.46 to +15.97pp. 4-arm RCT: Treatment (briefings), Control (price only), Placebo (stale), Control-WS (web search). Tested on Opus 4.6 and Sonnet 4.5. Full transparency: every tick decision with LLM reasoning at https://www.prereason.com/evidence",
"tags": [
"backtest",
"evidence",
"methodology"
]
}
],
"securitySchemes": {
"apiKey": {
"httpAuthSecurityScheme": {
"scheme": "Bearer",
"description": "API key as Bearer token. Optional for the open tools. Get a free key at https://www.prereason.com/signup, or through the claim flow under acquisition."
}
}
},
"acquisition": {
"claimEndpoint": "https://api.prereason.com/api/agent/claims",
"docs": "https://www.prereason.com/docs#agent-access",
"authMd": "https://www.prereason.com/auth.md"
},
"payments": {
"x402": {
"networks": [
"eip155:8453"
],
"description": "USDC micropayments on Base. No API key needed. $0.01-$0.05 per request.",
"manifest": "https://api.prereason.com/.well-known/x402"
}
},
"protocols": {
"mcp": {
"url": "https://api.prereason.com/api/mcp",
"transport": "streamable-http",
"npm": "@prereason/mcp"
},
"rest": {
"url": "https://api.prereason.com/api",
"openApiUrl": "https://api.prereason.com/api/openapi/spec.json"
}
},
"openApiUrl": "https://api.prereason.com/api/openapi/spec.json"
}