From ac50441aa82d3ba79c08f52583210b229979ae72 Mon Sep 17 00:00:00 2001 From: Ayush441-python Date: Fri, 17 Jul 2026 17:24:26 +0530 Subject: [PATCH] add SMC bias agent --- kits/smc-bias-agent/.env.example | 4 + kits/smc-bias-agent/.gitignore | 4 + kits/smc-bias-agent/README.md | 55 + kits/smc-bias-agent/app/api/analyze/route.ts | 32 + kits/smc-bias-agent/app/globals.css | 62 + kits/smc-bias-agent/app/layout.tsx | 34 + kits/smc-bias-agent/app/page.tsx | 125 + kits/smc-bias-agent/components/BiasCard.tsx | 57 + kits/smc-bias-agent/components/PriceChart.tsx | 116 + kits/smc-bias-agent/lamatic.config.ts | 15 + kits/smc-bias-agent/lib/binance.ts | 42 + kits/smc-bias-agent/lib/lamatic-client.ts | 124 + kits/smc-bias-agent/lib/smc.ts | 247 ++ kits/smc-bias-agent/lib/types.ts | 69 + kits/smc-bias-agent/next-env.d.ts | 5 + kits/smc-bias-agent/next.config.js | 6 + kits/smc-bias-agent/package-lock.json | 2138 +++++++++++++++++ kits/smc-bias-agent/package.json | 28 + kits/smc-bias-agent/postcss.config.js | 6 + kits/smc-bias-agent/tailwind.config.ts | 27 + kits/smc-bias-agent/tsconfig.json | 23 + 21 files changed, 3219 insertions(+) create mode 100644 kits/smc-bias-agent/.env.example create mode 100644 kits/smc-bias-agent/.gitignore create mode 100644 kits/smc-bias-agent/README.md create mode 100644 kits/smc-bias-agent/app/api/analyze/route.ts create mode 100644 kits/smc-bias-agent/app/globals.css create mode 100644 kits/smc-bias-agent/app/layout.tsx create mode 100644 kits/smc-bias-agent/app/page.tsx create mode 100644 kits/smc-bias-agent/components/BiasCard.tsx create mode 100644 kits/smc-bias-agent/components/PriceChart.tsx create mode 100644 kits/smc-bias-agent/lamatic.config.ts create mode 100644 kits/smc-bias-agent/lib/binance.ts create mode 100644 kits/smc-bias-agent/lib/lamatic-client.ts create mode 100644 kits/smc-bias-agent/lib/smc.ts create mode 100644 kits/smc-bias-agent/lib/types.ts create mode 100644 kits/smc-bias-agent/next-env.d.ts create mode 100644 kits/smc-bias-agent/next.config.js create mode 100644 kits/smc-bias-agent/package-lock.json create mode 100644 kits/smc-bias-agent/package.json create mode 100644 kits/smc-bias-agent/postcss.config.js create mode 100644 kits/smc-bias-agent/tailwind.config.ts create mode 100644 kits/smc-bias-agent/tsconfig.json diff --git a/kits/smc-bias-agent/.env.example b/kits/smc-bias-agent/.env.example new file mode 100644 index 000000000..5cda67aa5 --- /dev/null +++ b/kits/smc-bias-agent/.env.example @@ -0,0 +1,4 @@ +LAMATIC_API_KEY=lt-a37857b83dd6f993e9d327b9a9f68bba +LAMATIC_GRAPHQL_URL=https://ayushsorganization263-ayushsproject211.lamatic.dev/graphql +LAMATIC_PROJECT_ID=3bffc6da-08d8-4f1a-af0c-f654bca169e6 +LAMATIC_WORKFLOW_ID=8ba7821c-251d-4d58-827b-bb5d627a3d57 \ No newline at end of file diff --git a/kits/smc-bias-agent/.gitignore b/kits/smc-bias-agent/.gitignore new file mode 100644 index 000000000..7232548bf --- /dev/null +++ b/kits/smc-bias-agent/.gitignore @@ -0,0 +1,4 @@ +node_modules +.next +.env.local +*.tsbuildinfo diff --git a/kits/smc-bias-agent/README.md b/kits/smc-bias-agent/README.md new file mode 100644 index 000000000..dffdbb16c --- /dev/null +++ b/kits/smc-bias-agent/README.md @@ -0,0 +1,55 @@ +# SMC Bias Agent + +Detects Smart Money Concepts (SMC/ICT) structure on a crypto pair — swing highs/lows, order blocks, fair value gaps, break of structure / change of character — and returns a plain-English directional bias with the key levels to watch. Automates the manual chart marking an SMC/ICT trader does by hand. + +## How it works + +1. **Data** — pulls recent OHLCV candles from Binance's public REST API (no key required). +2. **Detection** (`lib/smc.ts`) — deterministic, rule-based structure analysis: + - Swing highs/lows via a 2-candle fractal + - Order blocks: the last opposite-colored candle before a confirmed structure break + - Fair value gaps: 3-candle imbalance where the outer candles don't overlap + - Break of structure (trend continuation) vs. change of character (trend reversal) + - A bias + confidence score from the most recent structure event and any still-unmitigated order block or unfilled FVG in that direction +3. **Narrative** (`lib/lamatic-client.ts`) — the structured detection output is handed to an LLM to explain in plain English. If `LAMATIC_API_KEY` / `LAMATIC_FLOW_ENDPOINT` aren't set, a local deterministic template produces the same kind of explanation instead, so the kit is fully runnable with zero configuration. +4. **UI** (`app/page.tsx`, `components/`) — a symbol/timeframe form, an annotated candlestick chart with the detected zones overlaid, and a bias card with reasoning and key levels. + +## Setup + +```bash +cd kits/smc-bias-agent +npm install +cp .env.example .env.local # optional, see below +npm run dev +``` + +Open `http://localhost:3000`, enter a symbol (e.g. `BTCUSDT`), pick a timeframe, and scan. + +## Wiring up your Lamatic flow (optional but recommended for submission) + +The kit works with zero setup using the local fallback narrative. To use an actual Lamatic flow instead: + +1. Create a project in [Lamatic Studio](https://studio.lamatic.ai) and build a simple flow: one input (a prompt string) → one LLM node. +2. The exact prompt to paste into the LLM node is generated by `buildBiasPrompt()` in `lib/lamatic-client.ts` — log it once locally and copy it in, or point the node at the same structure. +3. Copy the flow's execution endpoint and an API key into `.env.local`: + ``` + LAMATIC_API_KEY=... + LAMATIC_FLOW_ENDPOINT=... + ``` +4. Restart `npm run dev` — the bias card footer will confirm whether it's using the Lamatic flow or the local fallback. + +> The request/response shape in `lib/lamatic-client.ts` is a reasonable placeholder — swap in the exact call snippet Studio generates for your flow if the field names differ. + +## Testing the detection logic + +```bash +npm run test:smc +``` + +Runs `scripts/test-smc.ts` against a hand-built synthetic candle series with a known downtrend, order block, FVG, and reversal, and asserts the detector finds all of them. + +## Notes and limitations + +- Swing/OB/FVG detection uses simplified, commonly-used definitions (2-candle fractals, body-based OB zones) rather than a specific proprietary indicator's exact rules — reasonable for demonstrating the concept, not tuned for live trading. +- This is an analysis and explanation tool, not trading advice — it never suggests position sizing, entries, or execution. +- Only a small set of intervals are enabled (`15m`, `1h`, `4h`, `1d`); extend `ALLOWED_INTERVALS` in `lib/binance.ts` if you need others. diff --git a/kits/smc-bias-agent/app/api/analyze/route.ts b/kits/smc-bias-agent/app/api/analyze/route.ts new file mode 100644 index 000000000..70135fd9c --- /dev/null +++ b/kits/smc-bias-agent/app/api/analyze/route.ts @@ -0,0 +1,32 @@ +import { NextRequest, NextResponse } from "next/server"; +import { fetchCandles } from "@/lib/binance"; +import { analyzeSMC } from "@/lib/smc"; +import { getBiasNarrative } from "@/lib/lamatic-client"; + +export async function POST(req: NextRequest) { + let body: { symbol?: string; interval?: string }; + + try { + body = await req.json(); + } catch { + return NextResponse.json({ error: "Request body must be JSON." }, { status: 400 }); + } + + const symbol = (body.symbol || "").trim().toUpperCase(); + const interval = (body.interval || "4h").trim(); + + if (!symbol) { + return NextResponse.json({ error: "Provide a symbol, e.g. BTCUSDT." }, { status: 400 }); + } + + try { + const candles = await fetchCandles(symbol, interval); + const analysis = analyzeSMC(symbol, interval, candles); + const narrative = await getBiasNarrative(analysis); + + return NextResponse.json({ analysis, narrative }); + } catch (err) { + const message = err instanceof Error ? err.message : "Unexpected error while analyzing the symbol."; + return NextResponse.json({ error: message }, { status: 502 }); + } +} diff --git a/kits/smc-bias-agent/app/globals.css b/kits/smc-bias-agent/app/globals.css new file mode 100644 index 000000000..4051cb404 --- /dev/null +++ b/kits/smc-bias-agent/app/globals.css @@ -0,0 +1,62 @@ +@tailwind base; +@tailwind components; +@tailwind utilities; + +:root { + color-scheme: dark; +} + +* { + box-sizing: border-box; +} + +html, +body { + padding: 0; + margin: 0; + background: #12141a; + background-image: + radial-gradient(circle at 15% 0%, rgba(216, 166, 87, 0.06), transparent 45%), + radial-gradient(circle at 85% 100%, rgba(79, 174, 138, 0.05), transparent 45%); + background-attachment: fixed; + color: #e4e6eb; +} + +::selection { + background: rgba(216, 166, 87, 0.3); +} + +:focus-visible { + outline: 2px solid #d8a657; + outline-offset: 2px; + border-radius: 4px; +} + +.tabular { + font-variant-numeric: tabular-nums; +} + +@media (prefers-reduced-motion: reduce) { + *, + *::before, + *::after { + animation-duration: 0.001ms !important; + animation-iteration-count: 1 !important; + transition-duration: 0.001ms !important; + } +} + +@keyframes fade-up { + from { + opacity: 0; + transform: translateY(6px); + } + to { + opacity: 1; + transform: translateY(0); + } +} + +.animate-fade-up { + animation: fade-up 0.35s ease-out both; +} diff --git a/kits/smc-bias-agent/app/layout.tsx b/kits/smc-bias-agent/app/layout.tsx new file mode 100644 index 000000000..6ede7660b --- /dev/null +++ b/kits/smc-bias-agent/app/layout.tsx @@ -0,0 +1,34 @@ +import type { Metadata } from "next"; +import { Space_Grotesk, Inter, IBM_Plex_Mono } from "next/font/google"; +import "./globals.css"; + +const display = Space_Grotesk({ + subsets: ["latin"], + weight: ["500", "700"], + variable: "--font-display", +}); + +const body = Inter({ + subsets: ["latin"], + weight: ["400", "500", "600"], + variable: "--font-body", +}); + +const mono = IBM_Plex_Mono({ + subsets: ["latin"], + weight: ["400", "500"], + variable: "--font-mono", +}); + +export const metadata: Metadata = { + title: "SMC Bias Agent", + description: "Smart Money Concepts structure detection and plain-English bias for any crypto pair.", +}; + +export default function RootLayout({ children }: { children: React.ReactNode }) { + return ( + + {children} + + ); +} diff --git a/kits/smc-bias-agent/app/page.tsx b/kits/smc-bias-agent/app/page.tsx new file mode 100644 index 000000000..6d96367ce --- /dev/null +++ b/kits/smc-bias-agent/app/page.tsx @@ -0,0 +1,125 @@ +"use client"; + +import { useState } from "react"; +import PriceChart from "@/components/PriceChart"; +import BiasCard from "@/components/BiasCard"; +import { SMCAnalysis } from "@/lib/types"; + +const INTERVALS = ["15m", "1h", "4h", "1d"]; + +interface ApiResponse { + analysis: SMCAnalysis; + narrative: { reasoning: string; source: "lamatic" | "fallback" }; +} + +export default function Home() { + const [symbol, setSymbol] = useState("BTCUSDT"); + const [interval, setIntervalValue] = useState("4h"); + const [data, setData] = useState(null); + const [loading, setLoading] = useState(false); + const [error, setError] = useState(null); + + async function runScan(e?: React.FormEvent) { + e?.preventDefault(); + setLoading(true); + setError(null); + + try { + const res = await fetch("/api/analyze", { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify({ symbol, interval }), + }); + const json = await res.json(); + + if (!res.ok) throw new Error(json.error || "Something went wrong."); + setData(json); + } catch (err) { + setError(err instanceof Error ? err.message : "Something went wrong."); + setData(null); + } finally { + setLoading(false); + } + } + + return ( +
+
+ Smart Money Concepts +

SMC Bias Agent

+

+ Reads recent price action for a pair, marks up order blocks, fair value gaps, and structure breaks the way + an ICT/SMC trader would by hand, then explains the bias in plain English. +

+
+ +
+ + + + + +
+ + {error && ( +
+ Couldn't analyze that symbol: {error} +
+ )} + + {data && ( +
+
+ +
+ + order block + + + fair value gap + + + structure break + +
+
+ + +
+ )} + + {!data && !error && ( +
+ Run a scan to see the detected structure. +
+ )} +
+ ); +} diff --git a/kits/smc-bias-agent/components/BiasCard.tsx b/kits/smc-bias-agent/components/BiasCard.tsx new file mode 100644 index 000000000..ad83c073d --- /dev/null +++ b/kits/smc-bias-agent/components/BiasCard.tsx @@ -0,0 +1,57 @@ +import { SMCAnalysis } from "@/lib/types"; + +const BIAS_STYLES: Record = { + bullish: { text: "text-bull", bg: "bg-bull/10", dot: "bg-bull" }, + bearish: { text: "text-bear", bg: "bg-bear/10", dot: "bg-bear" }, + neutral: { text: "text-muted", bg: "bg-muted/10", dot: "bg-muted" }, +}; + +export default function BiasCard({ + analysis, + reasoning, + source, +}: { + analysis: SMCAnalysis; + reasoning: string; + source: "lamatic" | "fallback"; +}) { + const style = BIAS_STYLES[analysis.bias]; + + return ( +
+
+
+ + + {analysis.bias} + +
+ {analysis.confidence}% confidence +
+ +

{reasoning}

+ +
+ Key levels + {analysis.keyLevels.length === 0 && No active zones detected.} + {analysis.keyLevels.map((level, i) => ( +
+
+ {level.label} + {level.detail} +
+ + {level.low === level.high + ? level.low.toFixed(level.low < 10 ? 4 : 1) + : `${level.low.toFixed(level.low < 10 ? 4 : 1)}–${level.high.toFixed(level.high < 10 ? 4 : 1)}`} + +
+ ))} +
+ + + {source === "lamatic" ? "Narrative generated by your Lamatic flow." : "Narrative generated locally (no LAMATIC_API_KEY configured)."} + +
+ ); +} diff --git a/kits/smc-bias-agent/components/PriceChart.tsx b/kits/smc-bias-agent/components/PriceChart.tsx new file mode 100644 index 000000000..46dc370b4 --- /dev/null +++ b/kits/smc-bias-agent/components/PriceChart.tsx @@ -0,0 +1,116 @@ +import { SMCAnalysis } from "@/lib/types"; + +const VIEW_W = 900; +const VIEW_H = 420; +const PAD_TOP = 24; +const PAD_BOTTOM = 28; +const PAD_LEFT = 8; +const PAD_RIGHT = 64; +const MAX_CANDLES = 44; + +export default function PriceChart({ analysis }: { analysis: SMCAnalysis }) { + const all = analysis.candles; + const start = Math.max(0, all.length - MAX_CANDLES); + const candles = all.slice(start); + + const plotW = VIEW_W - PAD_LEFT - PAD_RIGHT; + const plotH = VIEW_H - PAD_TOP - PAD_BOTTOM; + const slot = plotW / candles.length; + const bodyW = Math.max(2, slot * 0.6); + + const highs = candles.map((c) => c.high); + const lows = candles.map((c) => c.low); + const zoneHighs = [...analysis.orderBlocks, ...analysis.fvgs].map((z) => z.top); + const zoneLows = [...analysis.orderBlocks, ...analysis.fvgs].map((z) => z.bottom); + const maxPrice = Math.max(...highs, ...zoneHighs); + const minPrice = Math.min(...lows, ...zoneLows); + const span = maxPrice - minPrice || 1; + + const xAt = (localIndex: number) => PAD_LEFT + localIndex * slot + slot / 2; + const yAt = (price: number) => PAD_TOP + (1 - (price - minPrice) / span) * plotH; + + const localIndexOf = (globalIndex: number) => globalIndex - start; + const inView = (globalIndex: number) => globalIndex >= start; + + const gridLines = 4; + const gridPrices = Array.from({ length: gridLines + 1 }, (_, i) => minPrice + (span * i) / gridLines); + + const lastEvent = analysis.structureEvents[analysis.structureEvents.length - 1]; + + return ( + + {gridPrices.map((p, i) => ( + + + + {p.toFixed(p < 10 ? 4 : 1)} + + + ))} + + {analysis.orderBlocks + .filter((ob) => !ob.mitigated && inView(ob.startIndex)) + .map((ob, i) => ( + + ))} + + {analysis.fvgs + .filter((f) => !f.filled && inView(f.index)) + .map((f, i) => ( + + ))} + + {lastEvent && inView(lastEvent.index) && ( + + + + {lastEvent.type} · {lastEvent.brokenLevel.toFixed(lastEvent.brokenLevel < 10 ? 4 : 1)} + + + )} + + {candles.map((c, i) => { + const bullish = c.close >= c.open; + const x = xAt(i); + const color = bullish ? "#4FAE8A" : "#C4574B"; + return ( + + + + + ); + })} + + ); +} diff --git a/kits/smc-bias-agent/lamatic.config.ts b/kits/smc-bias-agent/lamatic.config.ts new file mode 100644 index 000000000..0eb3852ee --- /dev/null +++ b/kits/smc-bias-agent/lamatic.config.ts @@ -0,0 +1,15 @@ +// NOTE: field names here are my best inference from the public repo structure +// (every kit is typed via this file's `type` field: "template" | "bundle" | "kit"). +// Confirm this against an existing sibling kit's lamatic.config.ts after forking +// and adjust field names if the actual schema differs. + +const config = { + name: "SMC Bias Agent", + slug: "smc-bias-agent", + type: "kit" as const, + description: + "Detects Smart Money Concepts structure (order blocks, fair value gaps, break of structure / change of character) on a crypto pair and returns a plain-English directional bias with key levels to watch.", + tags: ["crypto", "trading", "smc", "ict", "technical-analysis"], +}; + +export default config; diff --git a/kits/smc-bias-agent/lib/binance.ts b/kits/smc-bias-agent/lib/binance.ts new file mode 100644 index 000000000..ab5d09184 --- /dev/null +++ b/kits/smc-bias-agent/lib/binance.ts @@ -0,0 +1,42 @@ +import { Candle } from "./types"; + +const BINANCE_BASE = "https://api.binance.com/api/v3/klines"; + +const ALLOWED_INTERVALS = new Set([ + "15m", + "1h", + "4h", + "1d", +]); + +export function isValidInterval(interval: string): boolean { + return ALLOWED_INTERVALS.has(interval); +} + +export async function fetchCandles(symbol: string, interval: string, limit = 150): Promise { + if (!isValidInterval(interval)) { + throw new Error(`Unsupported interval "${interval}". Use one of: ${[...ALLOWED_INTERVALS].join(", ")}`); + } + + const url = `${BINANCE_BASE}?symbol=${encodeURIComponent(symbol.toUpperCase())}&interval=${interval}&limit=${limit}`; + const res = await fetch(url, { next: { revalidate: 30 } }); + + if (!res.ok) { + const body = await res.text().catch(() => ""); + throw new Error(`Binance request failed (${res.status}): ${body || res.statusText}`); + } + + const raw = (await res.json()) as unknown[]; + + return raw.map((row) => { + const r = row as [number, string, string, string, string, string, ...unknown[]]; + return { + time: Math.floor(r[0] / 1000), + open: parseFloat(r[1]), + high: parseFloat(r[2]), + low: parseFloat(r[3]), + close: parseFloat(r[4]), + volume: parseFloat(r[5]), + }; + }); +} diff --git a/kits/smc-bias-agent/lib/lamatic-client.ts b/kits/smc-bias-agent/lib/lamatic-client.ts new file mode 100644 index 000000000..5fc148373 --- /dev/null +++ b/kits/smc-bias-agent/lib/lamatic-client.ts @@ -0,0 +1,124 @@ +import { SMCAnalysis } from "./types"; + +export interface BiasNarrative { + reasoning: string; + source: "lamatic" | "fallback"; +} + +/** + * Builds the prompt sent to the LLM node in the Lamatic flow. Keeping this as + * its own function means it can be pasted straight into the "Prompt" field of + * the LLM node in Lamatic Studio, or reused by the local fallback below. + */ +export function buildBiasPrompt(analysis: SMCAnalysis): string { + const { symbol, interval, lastPrice, bias, confidence, orderBlocks, fvgs, structureEvents } = analysis; + + const freshOBs = orderBlocks.filter((ob) => !ob.mitigated); + const freshFVGs = fvgs.filter((f) => !f.filled); + const lastEvent = structureEvents[structureEvents.length - 1]; + + const obLines = freshOBs + .map((ob) => `- ${ob.type} order block at ${ob.bottom}-${ob.top} (unmitigated)`) + .join("\n") || "- none currently unmitigated"; + + const fvgLines = freshFVGs + .map((f) => `- ${f.type} fair value gap at ${f.bottom}-${f.top} (unfilled)`) + .join("\n") || "- none currently unfilled"; + + const structureLine = lastEvent + ? `Most recent structure event: ${lastEvent.type} (${lastEvent.direction}), breaking the level at ${lastEvent.brokenLevel}.` + : "No structure break detected yet in this window."; + + return `You are an assistant that explains Smart Money Concepts (SMC/ICT) price +structure to a trader in plain English. Do not give financial advice or tell +the reader to enter a trade — describe the structure and let them decide. + +Symbol: ${symbol} (${interval} chart) +Last price: ${lastPrice} +Computed bias: ${bias} (${confidence}% confidence) +${structureLine} + +Unmitigated order blocks: +${obLines} + +Unfilled fair value gaps: +${fvgLines} + +Write 3-5 short sentences: state the bias, explain which structure event +justifies it, point to the nearest unmitigated order block or unfilled FVG as +a level worth watching, and note one thing that would invalidate this bias.`; +} + +function localFallbackNarrative(analysis: SMCAnalysis): string { + const { symbol, bias, confidence, orderBlocks, fvgs, structureEvents } = analysis; + const lastEvent = structureEvents[structureEvents.length - 1]; + const freshOB = orderBlocks.find((ob) => !ob.mitigated && ob.type === bias); + const freshFVG = fvgs.find((f) => !f.filled && f.type === bias); + + if (bias === "neutral" || !lastEvent) { + return `${symbol} isn't showing a clear structure break in this window, so the bias reads as neutral (${confidence}% confidence). Wait for a break above the last swing high or below the last swing low before leaning either direction.`; + } + + const parts: string[] = []; + parts.push( + `${symbol} is reading ${bias} (${confidence}% confidence), driven by a ${lastEvent.type === "CHoCH" ? "change of character" : "break of structure"} that broke the ${lastEvent.direction} level at ${lastEvent.brokenLevel}.` + ); + + if (freshOB) { + parts.push(`The nearest unmitigated ${freshOB.type} order block sits between ${freshOB.bottom} and ${freshOB.top} — a likely area to watch if price pulls back before continuing.`); + } + + if (freshFVG) { + parts.push(`There's also an unfilled ${freshFVG.type} fair value gap between ${freshFVG.bottom} and ${freshFVG.top} that hasn't been revisited yet.`); + } + + parts.push( + `This view would be invalidated by a close back through the ${lastEvent.brokenLevel} level, which would suggest the ${lastEvent.direction} break was a false one.` + ); + + return parts.join(" "); +} + +/** + * Calls the Lamatic flow for narrative synthesis if LAMATIC_API_KEY and + * LAMATIC_FLOW_ENDPOINT are configured, otherwise uses a deterministic local + * narrative so the kit is fully runnable out of the box. + * + * NOTE: the endpoint/payload shape below is illustrative. Once you build the + * flow in Lamatic Studio, copy the exact call snippet Studio generates for + * your project and swap it in here — Studio exposes this per-flow, and the + * field names can differ slightly by workspace/flow version. + */ +export async function getBiasNarrative(analysis: SMCAnalysis): Promise { + const apiKey = process.env.LAMATIC_API_KEY; + const endpoint = process.env.LAMATIC_FLOW_ENDPOINT; + + if (!apiKey || !endpoint) { + return { reasoning: localFallbackNarrative(analysis), source: "fallback" }; + } + + try { + const res = await fetch(endpoint, { + method: "POST", + headers: { + "Content-Type": "application/json", + Authorization: `Bearer ${apiKey}`, + }, + body: JSON.stringify({ + prompt: buildBiasPrompt(analysis), + }), + }); + + if (!res.ok) throw new Error(`Lamatic flow request failed (${res.status})`); + + const data = await res.json(); + const reasoning: string | undefined = data?.result ?? data?.output ?? data?.text; + + if (!reasoning) throw new Error("Lamatic flow response did not include a text result"); + + return { reasoning, source: "lamatic" }; + } catch (err) { + console.error("Falling back to local narrative:", err); + return { reasoning: localFallbackNarrative(analysis), source: "fallback" }; + } +} diff --git a/kits/smc-bias-agent/lib/smc.ts b/kits/smc-bias-agent/lib/smc.ts new file mode 100644 index 000000000..0f14e047a --- /dev/null +++ b/kits/smc-bias-agent/lib/smc.ts @@ -0,0 +1,247 @@ +import { + Candle, + SwingPoint, + OrderBlock, + FairValueGap, + StructureEvent, + KeyLevel, + SMCAnalysis, + Bias, +} from "./types"; + +const SWING_LOOKBACK = 2; +const IMPULSE_LOOKAHEAD = 4; +const IMPULSE_MIN_RANGE_MULT = 1.5; + +export function findSwingPoints(candles: Candle[], lookback = SWING_LOOKBACK): SwingPoint[] { + const points: SwingPoint[] = []; + + for (let i = lookback; i < candles.length - lookback; i++) { + const window = candles.slice(i - lookback, i + lookback + 1); + const isHigh = window.every((c) => c.high <= candles[i].high); + const isLow = window.every((c) => c.low >= candles[i].low); + + if (isHigh) { + points.push({ index: i, time: candles[i].time, price: candles[i].high, type: "high" }); + } else if (isLow) { + points.push({ index: i, time: candles[i].time, price: candles[i].low, type: "low" }); + } + } + + return points; +} + +export function findStructureEvents(candles: Candle[], swings: SwingPoint[]): StructureEvent[] { + const events: StructureEvent[] = []; + let trend: Bias = "neutral"; + let lastHigh: SwingPoint | null = null; + let lastLow: SwingPoint | null = null; + + const swingByIndex = new Map(swings.map((s) => [s.index, s])); + + for (let i = 0; i < candles.length; i++) { + const swing = swingByIndex.get(i); + if (swing?.type === "high") lastHigh = swing; + if (swing?.type === "low") lastLow = swing; + + const close = candles[i].close; + + if (lastHigh && i > lastHigh.index && close > lastHigh.price) { + const direction: Bias = "bullish"; + const type = trend === "bearish" ? "CHoCH" : "BOS"; + events.push({ type, direction, index: i, time: candles[i].time, brokenLevel: lastHigh.price, breakPrice: close }); + trend = "bullish"; + lastHigh = null; // level consumed, wait for the next one + } else if (lastLow && i > lastLow.index && close < lastLow.price) { + const direction: Bias = "bearish"; + const type = trend === "bullish" ? "CHoCH" : "BOS"; + events.push({ type, direction, index: i, time: candles[i].time, brokenLevel: lastLow.price, breakPrice: close }); + trend = "bearish"; + lastLow = null; + } + } + + return events; +} + +export function findOrderBlocks(candles: Candle[], events: StructureEvent[]): OrderBlock[] { + const blocks: OrderBlock[] = []; + + for (const event of events) { + const searchStart = Math.max(0, event.index - IMPULSE_LOOKAHEAD - 3); + let originIndex = -1; + + for (let i = event.index - 1; i >= searchStart; i--) { + const c = candles[i]; + const isBearish = c.close < c.open; + const isBullish = c.close > c.open; + + if (event.direction === "bullish" && isBearish) { + originIndex = i; + break; + } + if (event.direction === "bearish" && isBullish) { + originIndex = i; + break; + } + } + + if (originIndex === -1) continue; + + const origin = candles[originIndex]; + const top = Math.max(origin.open, origin.close); + const bottom = Math.min(origin.open, origin.close); + + let mitigated = false; + for (let i = event.index + 1; i < candles.length; i++) { + if (candles[i].low <= top && candles[i].high >= bottom) { + mitigated = true; + break; + } + } + + blocks.push({ + type: event.direction, + startIndex: originIndex, + endIndex: event.index, + top, + bottom, + time: origin.time, + mitigated, + }); + } + + return blocks; +} + +export function findFairValueGaps(candles: Candle[]): FairValueGap[] { + const gaps: FairValueGap[] = []; + + for (let i = 1; i < candles.length - 1; i++) { + const prev = candles[i - 1]; + const next = candles[i + 1]; + + if (prev.high < next.low) { + const gap = { top: next.low, bottom: prev.high }; + gaps.push({ + type: "bullish", + index: i, + top: gap.top, + bottom: gap.bottom, + time: candles[i].time, + filled: isFilled(candles, i + 1, gap.bottom, gap.top), + }); + } else if (prev.low > next.high) { + const gap = { top: prev.low, bottom: next.high }; + gaps.push({ + type: "bearish", + index: i, + top: gap.top, + bottom: gap.bottom, + time: candles[i].time, + filled: isFilled(candles, i + 1, gap.bottom, gap.top), + }); + } + } + + return gaps; +} + +function isFilled(candles: Candle[], fromIndex: number, bottom: number, top: number): boolean { + for (let i = fromIndex; i < candles.length; i++) { + if (candles[i].low <= bottom && candles[i].high >= top) return true; + } + return false; +} + +function computeBias( + events: StructureEvent[], + orderBlocks: OrderBlock[], + fvgs: FairValueGap[], + lastPrice: number +): { bias: Bias; confidence: number } { + if (events.length === 0) return { bias: "neutral", confidence: 15 }; + + const last = events[events.length - 1]; + const bias = last.direction; + + let confidence = last.type === "CHoCH" ? 45 : 55; + + const freshOB = orderBlocks.find((ob) => ob.type === bias && !ob.mitigated); + if (freshOB) confidence += 20; + + const freshFVG = fvgs.find((f) => f.type === bias && !f.filled); + if (freshFVG) confidence += 15; + + const recentEvents = events.slice(-3); + const sameDirCount = recentEvents.filter((e) => e.direction === bias).length; + if (sameDirCount === recentEvents.length && recentEvents.length > 1) confidence += 10; + + return { bias, confidence: Math.min(confidence, 95) }; +} + +function buildKeyLevels(orderBlocks: OrderBlock[], fvgs: FairValueGap[], events: StructureEvent[]): KeyLevel[] { + const levels: KeyLevel[] = []; + + const freshOBs = orderBlocks.filter((ob) => !ob.mitigated).slice(-2); + for (const ob of freshOBs) { + levels.push({ + label: `${ob.type === "bullish" ? "Bullish" : "Bearish"} order block`, + detail: "unmitigated", + low: ob.bottom, + high: ob.top, + }); + } + + const freshFVGs = fvgs.filter((f) => !f.filled).slice(-2); + for (const f of freshFVGs) { + levels.push({ + label: `${f.type === "bullish" ? "Bullish" : "Bearish"} fair value gap`, + detail: "unfilled", + low: f.bottom, + high: f.top, + }); + } + + const lastEvent = events[events.length - 1]; + if (lastEvent) { + levels.push({ + label: lastEvent.type === "CHoCH" ? "Change of character" : "Break of structure", + detail: lastEvent.direction, + low: lastEvent.brokenLevel, + high: lastEvent.brokenLevel, + }); + } + + return levels; +} + +export function analyzeSMC(symbol: string, interval: string, candles: Candle[]): SMCAnalysis { + if (candles.length < SWING_LOOKBACK * 2 + 3) { + throw new Error("Not enough candles to run SMC analysis (need at least 7)."); + } + + const swingPoints = findSwingPoints(candles); + const structureEvents = findStructureEvents(candles, swingPoints); + const orderBlocks = findOrderBlocks(candles, structureEvents); + const fvgs = findFairValueGaps(candles); + const { bias, confidence } = computeBias(structureEvents, orderBlocks, fvgs, candles[candles.length - 1].close); + const keyLevels = buildKeyLevels(orderBlocks, fvgs, structureEvents); + + const last = candles[candles.length - 1]; + + return { + symbol, + interval, + lastPrice: last.close, + lastTime: last.time, + swingPoints, + orderBlocks, + fvgs, + structureEvents, + bias, + confidence, + keyLevels, + candles, + }; +} diff --git a/kits/smc-bias-agent/lib/types.ts b/kits/smc-bias-agent/lib/types.ts new file mode 100644 index 000000000..533b4ff11 --- /dev/null +++ b/kits/smc-bias-agent/lib/types.ts @@ -0,0 +1,69 @@ +export interface Candle { + time: number; // unix seconds (candle open time) + open: number; + high: number; + low: number; + close: number; + volume: number; +} + +export type SwingType = "high" | "low"; + +export interface SwingPoint { + index: number; + time: number; + price: number; + type: SwingType; +} + +export type Bias = "bullish" | "bearish" | "neutral"; + +export interface OrderBlock { + type: "bullish" | "bearish"; + startIndex: number; + endIndex: number; // index of the impulse candle that confirmed the block + top: number; + bottom: number; + time: number; + mitigated: boolean; // has price returned into the zone since it formed +} + +export interface FairValueGap { + type: "bullish" | "bearish"; + index: number; // index of the middle candle of the 3-candle pattern + top: number; + bottom: number; + time: number; + filled: boolean; // has price fully closed the gap since it formed +} + +export interface StructureEvent { + type: "BOS" | "CHoCH"; + direction: "bullish" | "bearish"; + index: number; + time: number; + brokenLevel: number; + breakPrice: number; +} + +export interface KeyLevel { + label: string; + detail: string; + low: number; + high: number; +} + +export interface SMCAnalysis { + symbol: string; + interval: string; + lastPrice: number; + lastTime: number; + swingPoints: SwingPoint[]; + orderBlocks: OrderBlock[]; + fvgs: FairValueGap[]; + structureEvents: StructureEvent[]; + bias: Bias; + confidence: number; // 0-100 + keyLevels: KeyLevel[]; + candles: Candle[]; +} diff --git a/kits/smc-bias-agent/next-env.d.ts b/kits/smc-bias-agent/next-env.d.ts new file mode 100644 index 000000000..40c3d6809 --- /dev/null +++ b/kits/smc-bias-agent/next-env.d.ts @@ -0,0 +1,5 @@ +/// +/// + +// NOTE: This file should not be edited +// see https://nextjs.org/docs/app/building-your-application/configuring/typescript for more information. diff --git a/kits/smc-bias-agent/next.config.js b/kits/smc-bias-agent/next.config.js new file mode 100644 index 000000000..91ef62f0d --- /dev/null +++ b/kits/smc-bias-agent/next.config.js @@ -0,0 +1,6 @@ +/** @type {import('next').NextConfig} */ +const nextConfig = { + reactStrictMode: true, +}; + +module.exports = nextConfig; diff --git a/kits/smc-bias-agent/package-lock.json b/kits/smc-bias-agent/package-lock.json new file mode 100644 index 000000000..bea45e1e4 --- /dev/null +++ b/kits/smc-bias-agent/package-lock.json @@ -0,0 +1,2138 @@ +{ + "name": "smc-bias-agent", + "version": "0.1.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "smc-bias-agent", + "version": "0.1.0", + "dependencies": { + "next": "14.2.35", + "react": "^18.3.1", + "react-dom": "^18.3.1" + }, + "devDependencies": { + "@types/node": "^20.14.0", + 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+{ + "name": "smc-bias-agent", + "version": "0.1.0", + "private": true, + "description": "Detects Smart Money Concepts structure (order blocks, FVGs, BOS/CHoCH) on a crypto pair and produces a plain-English directional bias.", + "scripts": { + "dev": "next dev", + "build": "next build", + "start": "next start", + "lint": "next lint", + "test:smc": "tsx scripts/test-smc.ts" + }, + "dependencies": { + "next": "14.2.35", + "react": "^18.3.1", + "react-dom": "^18.3.1" + }, + "devDependencies": { + "@types/node": "^20.14.0", + "@types/react": "^18.3.0", + "@types/react-dom": "^18.3.0", + "typescript": "^5.5.0", + "tsx": "^4.16.0", + "autoprefixer": "^10.4.19", + "postcss": "^8.4.38", + "tailwindcss": "^3.4.4" + } +} diff --git a/kits/smc-bias-agent/postcss.config.js b/kits/smc-bias-agent/postcss.config.js new file mode 100644 index 000000000..12a703d90 --- /dev/null +++ b/kits/smc-bias-agent/postcss.config.js @@ -0,0 +1,6 @@ +module.exports = { + plugins: { + tailwindcss: {}, + autoprefixer: {}, + }, +}; diff --git a/kits/smc-bias-agent/tailwind.config.ts b/kits/smc-bias-agent/tailwind.config.ts new file mode 100644 index 000000000..3b1e33ac1 --- /dev/null +++ b/kits/smc-bias-agent/tailwind.config.ts @@ -0,0 +1,27 @@ +import type { Config } from "tailwindcss"; + +const config: Config = { + content: ["./app/**/*.{ts,tsx}", "./components/**/*.{ts,tsx}"], + theme: { + extend: { + colors: { + bg: "#12141A", + panel: "#1B1E27", + border: "#2A2E3A", + ink: "#E4E6EB", + muted: "#7D8394", + bull: "#4FAE8A", + bear: "#C4574B", + signal: "#D8A657", + }, + fontFamily: { + display: ["var(--font-display)"], + body: ["var(--font-body)"], + mono: ["var(--font-mono)"], + }, + }, + }, + plugins: [], +}; + +export default config; diff --git a/kits/smc-bias-agent/tsconfig.json b/kits/smc-bias-agent/tsconfig.json new file mode 100644 index 000000000..eea7ea58d --- /dev/null +++ b/kits/smc-bias-agent/tsconfig.json @@ -0,0 +1,23 @@ +{ + "compilerOptions": { + "target": "ES2017", + "lib": ["dom", "dom.iterable", "esnext"], + "allowJs": true, + "skipLibCheck": true, + "strict": true, + "noEmit": true, + "esModuleInterop": true, + "module": "esnext", + "moduleResolution": "bundler", + "resolveJsonModule": true, + "isolatedModules": true, + "jsx": "preserve", + "incremental": true, + "plugins": [{ "name": "next" }], + "paths": { + "@/*": ["./*"] + } + }, + "include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", ".next/types/**/*.ts"], + "exclude": ["node_modules"] +}