ReNoUn — Crypto Regime Classification

io.github.98lukehall由 GitHub 帳號 98lukehall 發布v1.4.0更新於 Oct 24, 2026

Crypto regime classifier for trading agents. 100% bounded regime accuracy. 50 free calls/day.

已驗證Streamable HTTP可網頁執行金融資料與分析

概覽

AI 產生的概覽

遠端加密貨幣市場狀態分類器,讓助理在下單前判斷市場結構是受控、活躍還是不穩定。

可以做什麼
查詢某個幣安交易對的即時結構狀態與穩定半衰期,回傳 proceed、reduce 或 avoid 等動作,以及部位係數和出場急迫度。提交自有的 OHLCV K 線資料,取得依自己資料計算的結構分類。一次批次查詢最多十個資產,並回傳投資組合層級的動作、部位係數和不穩定數量。查看當日呼叫次數以及免費與計費用量。註冊並列出用於狀態變更通知的 HMAC 簽章 webhook。對多輪對話做結構分析,包括快速健康檢查、A/B 比較和模式查詢。
適用情境
適合想為加密貨幣部位設定交易前風險閘門的交易機器人、自主代理或量化系統,也適合想了解市場結構穩定性而非方向性價格訊號的人。
執行需求
遠端 HTTPS 端點,不需要本機執行環境。需在 Authorization 標頭提供 bearer 權杖,可用電子郵件和代理名稱免費申請。需要能連線至服務商的 API。
安裝前請注意
bearer 權杖屬於憑證,應妥善保密。免費額度為每天 50 次呼叫,超出部分每次 0.02 美元,自動化迴圈可能產生費用。註冊 webhook 會把回呼網址和 HMAC 密鑰傳送給服務商。此服務明確不預測價格方向,應視為風險閘門而非交易訊號;準確率說法來自服務商本身。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 ReNoUn — Crypto Regime Classification,將其新增到工作區。
  2. 連接 Authorization token 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
  3. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.98lukehall%2Frenoun/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "renoun-crypto-regime-classification": {
      "type": "http",
      "url": "https://web-production-817e2.up.railway.app/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

README

ReNoUn

Structural Risk Telemetry for Crypto Markets

[API Live] [100% bounded accuracy] [API Docs] [License] [Patent Pending #63/923,592]

Classifies crypto market structural regimes — bounded, active, or unstable — with 100% bounded regime accuracy (128+ graded predictions, zero false positives). Estimates regime stability half-life: how many minutes until the current structure is likely to transition. Every prediction is public, timestamped, and graded — no other crypto signal service does this.

One GET request. One action field. Pre-trade risk gate for trading bots, autonomous agents, and quant systems.

Quick Start

1. Get a Key (Free, No Credit Card)

bash
curl -X POST https://web-production-817e2.up.railway.app/v1/keys/provision \  -H "Content-Type: application/json" \  -d '{"email": "[email protected]", "agent_name": "my-bot"}'

Returns an rn_agent_ key. 50 free calls/day. $0.02/call after that.

2. Check a Regime

bash
curl https://web-production-817e2.up.railway.app/v1/regime/live/BTCUSDT \  -H "Authorization: Bearer rn_agent_YOUR_KEY"

3. Read the Response

json
{  "regime": "bounded",  "action": "proceed",  "dhs": 0.83,  "exposure": 0.95,  "constellation": "HIGH_SYMMETRY",  "envelope_pct": 1.5,  "description": "Tight equilibrium, <1.5% move expected",  "action_detail": "Structure healthy. Position size: 95% of intended.",  "stability": {    "halflife_minutes": 240,    "stability_score": 0.82,    "instability_risk": "low",    "time_horizon": "2-4 hours",    "urgency": "none"  },  "_meta": {    "provider": "renoun",    "version": "1.4.0",    "accuracy": "100% bounded regime accuracy, 128+ graded",    "provision_url": "https://web-production-817e2.up.railway.app/v1/keys/provision",    "docs": "https://harrisoncollab.com"  }}

4. Use It

python
import requests
def check_regime(symbol="BTCUSDT", key="rn_agent_YOUR_KEY"):    r = requests.get(        f"https://web-production-817e2.up.railway.app/v1/regime/live/{symbol}",        headers={"Authorization": f"Bearer {key}"}    )    return r.json()
regime = check_regime("BTCUSDT")
if regime["action"] == "avoid":    pass  # structure fragmenting — skip tradeelif regime["stability"]["urgency"] == "exit_now":    close_position()  # regime degrading fastelif regime["stability"]["urgency"] == "prepare_exit":    set_tight_stop()  # regime softeningelif regime["action"] == "reduce":    execute(size=intended * regime["exposure"])else:    execute(size=intended)  # structure healthy, full size

Regime Types

RegimeActionWhat It Means
boundedproceedPrice expected within envelope. Trade at full size.
activereduceDynamic conditions. Scale position by exposure scalar.
unstableavoidStructure fragmenting. Skip this trade.

Stability Half-Life

Every response includes a stability block estimating how long the current regime will persist.

FieldMeaning
halflife_minutesMinutes until 50% probability of regime transition
stability_score0.0–1.0 composite stability (1.0 = maximally stable)
instability_risklow / moderate / elevated / high
time_horizonHuman-readable: "2-4 hours", "15-30 minutes", etc.
urgencynone / watch / prepare_exit / exit_now
exit_window_minutesSafe exit window (only when urgency is prepare_exit or exit_now)

Without half-life, an agent knows "the regime is bounded, proceed." With half-life, the same agent knows "the regime is bounded, proceed, AND this structure is likely stable for 4 hours." Or: "the regime is active, reduce, AND exit within 15 minutes."

API Endpoints

Base URL: https://web-production-817e2.up.railway.app

EndpointMethodAuthDescription
/v1/regime/live/{symbol}GETBearerLive regime + stability for a Binance symbol
/v1/regimePOSTBearerRegime from your own OHLCV klines
/v1/regime/batchPOSTBearerMulti-asset regime + portfolio aggregate (max 10)
/v1/keys/provisionPOSTNoneSelf-provision an API key
/v1/usageGETBearerToday's call count, free vs billable
/v1/webhooks/registerPOSTBearerRegister for regime change notifications
/v1/webhooksGETBearerList registered webhooks
/v1/agents/leaderboardGETNoneAgent usage leaderboard
/v1/statusGETNoneLiveness + version info
/docsGETNoneInteractive OpenAPI explorer

Response Headers

Every regime response includes machine-readable headers:

X-ReNoUn-Regime: boundedX-ReNoUn-Action: proceedX-ReNoUn-Stability: 0.82X-ReNoUn-Halflife: 240X-ReNoUn-Urgency: noneX-ReNoUn-Cache: HITX-RateLimit-Remaining: 47

Pricing

Agent Tier (default)Pro Tier
Daily free calls501,000
Price per call (beyond free)$0.02Included
Rate limit1,000/hr, 10,000/day1,000/hr
Key prefixrn_agent_rn_live_
ProvisioningSelf-serve (POST)Subscribe via Stripe

No credit card required for the agent tier. Agents provision their own keys.

Accuracy

100% bounded regime accuracy across 128+ graded predictions. When ReNoUn classifies a regime as bounded (proceed), price stays within the predicted envelope every time. Zero false positives. Every prediction is public, timestamped, and graded: @98lukehall on X. No other crypto signal service publishes every call with a pass/fail grade.

Active regimes (CONVERGENCE, PATTERN_BREAK) are graded against tighter thresholds and have lower accuracy — they recommend position scaling via the exposure scalar, not full-size trades.

What this means: when ReNoUn says "bounded," you can trade at full size with confidence. When it says "active," scale your position by the exposure scalar. When it says "unstable," stay out.

What this does NOT mean: ReNoUn does not predict whether price goes up or down. It measures structural stability. Use it as a risk gate, not a signal.

How It Works

ReNoUn is a 17-channel structural analysis engine. It maps OHLCV candle data onto three measurement dimensions:

Recurrence (Re₁–Re₅) — Is the market repeating known patterns? Price rhythms, volume profiles, volatility persistence, session structure, mean-reversion signatures.

Novelty (No₁–No₆) — Is something genuinely new happening? Regime breaks, flow reversals, volatility spikes, session disruptions, behavioral shifts, cross-signal rarity.

Unity (Un₁–Un₆) — Is the market holding together? Trend cohesion, volatility-price alignment, session continuity, reference-frame stability, structural symmetry.

From these 17 signals the engine computes a Dialectical Health Score (DHS: 0.0–1.0) and detects 8 constellation patterns:

ConstellationRegimeDescription
CLOSED_LOOPboundedRange-bound, <2% move expected
HIGH_SYMMETRYboundedTight equilibrium, <1.5% move expected
CONVERGENCEactiveTrend-active, moves up to 2.5%
SURFACE_VARIATIONboundedChoppy but bounded, <2.5% net move
DIP_AND_RECOVERYactiveRecovery regime, moves up to 2.5%
PATTERN_BREAKactiveRegime shift underway, elevated range
SCATTERINGunstableStructure fragmenting, risk elevated
REPEATED_DISRUPTIONunstableUnstable regime, risk elevated

The stability half-life is computed from DHS momentum, unity channel trends, novelty pressure, constellation persistence, and known destabilizing/stabilizing sequences.

Agent Discovery

ReNoUn is discoverable by AI agents through standard protocols:

MCP Server (Claude Desktop / Claude Code)

json
{  "mcpServers": {    "renoun": {      "command": "python3",      "args": ["-m", "server"],      "env": { "RENOUN_API_KEY": "rn_agent_YOUR_KEY" }    }  }}
bash
claude mcp add renoun python3 -m server

System Prompt for Your Agent

Before any crypto trade, check the structural regime:  GET /v1/regime/live/{SYMBOL}If action is "avoid" — skip the trade (structure unstable).If action is "reduce" — multiply position by the exposure scalar.If urgency is "exit_now" — close position immediately.If urgency is "prepare_exit" — set tight stop loss.If action is "proceed" — execute at intended size.ReNoUn classifies structural regimes with 100% bounded accuracy.It does not predict price direction.

Batch / Portfolio

Check multiple assets in one call with portfolio-level risk aggregation:

bash
curl -X POST https://web-production-817e2.up.railway.app/v1/regime/batch \  -H "Authorization: Bearer rn_agent_YOUR_KEY" \  -H "Content-Type: application/json" \  -d '{"symbols": ["BTCUSDT", "ETHUSDT", "SOLUSDT"], "timeframe": "1h"}'

Returns per-asset regimes plus portfolio_action, portfolio_exposure, and unstable_count.

Webhooks

Get notified when regimes change:

bash
curl -X POST https://web-production-817e2.up.railway.app/v1/webhooks/register \  -H "Authorization: Bearer rn_agent_YOUR_KEY" \  -H "Content-Type: application/json" \  -d '{    "url": "https://your-bot.com/webhook",    "symbols": ["BTCUSDT"],    "events": ["regime_change"],    "secret": "your_hmac_secret"  }'

Webhook payloads are HMAC-signed. Max 5 webhooks per key.

Conversation Analysis

ReNoUn also analyzes turn-based conversations — detecting stuck loops, surface variation, convergence, and structural health. The conversation tools use the same 17-channel engine applied to speaker/text turns instead of OHLCV candles.

ToolPurpose
renoun_analyzeFull 17-channel structural analysis
renoun_health_checkQuick triage — one score, one pattern
renoun_compareStructural A/B test between conversations
renoun_pattern_queryLongitudinal session history

See the API docs for conversation analysis endpoints.

Version

  • Server: 1.3.1
  • Engine: 4.1
  • Schema: 1.1
  • Protocol: MCP 2024-11-05

Patent Notice

The core computation engine is proprietary and patent-pending (#63/923,592). The MCP server wraps it as a black box — agents call the API and receive structured results.

License

MCP server and API wrapper: MIT. Core engine: Proprietary.


Harrison Collab · API Docs · Live Predictions on X

來源:README.md,提交 e4047e4

工具

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版本歷史

1
  1. v1.4.0最新Sep 16, 2026

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