{
  "netuid": 79,
  "slug": "mvtrx",
  "name": "MVTRX",
  "symbol": "\u064a",
  "description": "Building a SOTA Exchange for dTAO and Beyond",
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  "rootProp": 0.1805937596468356,
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  "alphaStaked": 2751186.003607512,
  "activeMiners": 228,
  "activeValidators": 6,
  "emissionPct": 0.003407400279020498,
  "emissionPerDayTao": 1.0,
  "registrationCost": 254.935051664,
  "pruningRank": 35,
  "immunityRemaining": 7026,
  "sentiment": "Greed",
  "githubRepo": "https://github.com/taos-im/sn-79",
  "subnetUrl": "https://taos.im",
  "scorecard": {
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      "label": "weak",
      "score": 19,
      "reasons": [
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          "tone": "neutral",
          "label": "Stars",
          "value": "5",
          "weight": null
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        {
          "tone": "neutral",
          "label": "Contributors",
          "value": "1",
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          "tone": "neutral",
          "label": "24h volume",
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          "label": "Validators",
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        {
          "tone": "negative",
          "label": "Bus factor",
          "value": "Top contributor: 100%",
          "weight": null
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        {
          "tone": "neutral",
          "label": "LLM blend",
          "value": "heuristic=3 \u00d7 0.6 + llm=42 \u00d7 0.4",
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          "value": "3",
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          "label": "Releases 12m",
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        {
          "tone": "positive",
          "label": "Latest push",
          "value": "2026-04-15T14:11:46Z",
          "weight": null
        },
        {
          "tone": "negative",
          "label": "Momentum",
          "value": "decelerating (3/30d vs 5/mo avg)",
          "weight": null
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        {
          "tone": "neutral",
          "label": "LLM blend",
          "value": "heuristic=19 \u00d7 0.6 + llm=16 \u00d7 0.4",
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    "updatedAt": "2026-04-29T20:41:08.735640+00:00",
    "confidence": 0.82,
    "usefulness": {
      "label": "watch",
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      "reasons": [
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          "label": "Durable keywords",
          "value": "1 matched",
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        {
          "tone": "positive",
          "label": "Commodity risk",
          "value": "0 matched",
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        {
          "tone": "neutral",
          "label": "Subnet traction",
          "value": "2/30",
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        {
          "tone": "neutral",
          "label": "LLM blend",
          "value": "heuristic=42 \u00d7 0.6 + llm=62 \u00d7 0.4",
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      "label": "weak",
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      "reasons": [
        {
          "tone": "negative",
          "label": "CI",
          "value": "Missing",
          "weight": null
        },
        {
          "tone": "negative",
          "label": "Tests",
          "value": "Missing",
          "weight": null
        },
        {
          "tone": "positive",
          "label": "Docs",
          "value": "Basic (600 chars)",
          "weight": null
        },
        {
          "tone": "negative",
          "label": "Dep mgmt",
          "value": "None",
          "weight": null
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        {
          "tone": "negative",
          "label": "PR reviews",
          "value": "0.0 avg, 0% self-merge",
          "weight": null
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          "tone": "neutral",
          "label": "Commit quality",
          "value": "0% conventional",
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        {
          "tone": "neutral",
          "label": "Security hygiene",
          "value": "No SECURITY.md",
          "weight": null
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          "label": "LLM blend",
          "value": "heuristic=12 \u00d7 0.6 + llm=24 \u00d7 0.4",
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  "masterScore": 30.0,
  "masterRating": "D",
  "lastUpdatedAt": "2026-04-29T20:21:48Z",
  "isStale": false,
  "masterScorePrev": 31.0,
  "purpose": {
    "title": "MVTRX",
    "source": "llm",
    "confidence": 0.72,
    "shortSummary": "MVTRX (\u03c4aos, netuid 79) targets dTAO exchange infrastructure through decentralized simulation of risk-averse automated trading agents on Bittensor. The subnet shows genuine on-chain traction with 228 active miners and strong recent price momentum (+113% 30d), but is critically undermined by a single-contributor codebase with near-zero development velocity and no CI, tests, or lint tooling whatsoever."
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  "analysis": {
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      "Single contributor accounts for 100% of commits with only 3 commits in 30 days and 0 merged PRs \u2014 one departure ends all active development",
      "Zero CI, zero tests, zero lint config, and a 0.0 commit message quality score mean the codebase has no engineering safety net, making the gap between 228 active miners and 1 active developer structurally dangerous"
    ],
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    "summary": "MVTRX (\u03c4aos, netuid 79) targets dTAO exchange infrastructure through decentralized simulation of risk-averse automated trading agents on Bittensor. The subnet shows genuine on-chain traction with 228 active miners and strong recent price momentum (+113% 30d), but is critically undermined by a single-contributor codebase with near-zero development velocity and no CI, tests, or lint tooling whatsoever.",
    "provider": "cascade:sonnet",
    "expiresAt": "2026-05-29T20:36:31.613307+00:00",
    "strengths": [
      "228 active miners demonstrate a functioning incentive structure with real on-chain participation far exceeding the 6-validator count",
      "$434K in 24h volume against a $7.4M market cap yields a ~5.8% daily turnover ratio, indicating genuine market demand for dTAO exchange infrastructure",
      "113% 30-day and 51% 7-day price appreciation place the token near its all-time high of $1.93, reflecting strong current market conviction"
    ],
    "updatedAt": "2026-04-29T20:36:31.613307+00:00",
    "durability": "watch",
    "recommendation": "Hold observation posture until a second core contributor appears and basic CI/test infrastructure is added; on-chain momentum is real but the single-developer bus factor makes long-term durability fragile.",
    "dimensionScores": {
      "adoption": 42,
      "shipSpeed": 16,
      "usefulness": 62,
      "codeQuality": 24
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  "repoCoverageStatus": "covered",
  "image": "https://taos.im/wp-content/uploads/2025/05/cropped-logo-taos-taos_im-e1746916038265.png?w=180",
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      "provider": "github",
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      "url": "https://github.com/taos-im/sn-79",
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      "readmeExcerpt": "<div align=\"center\"> **\u03c4aos** \u262f **\u202a\u064a\u202cn 79**<!-- omit in toc --> **Decentralized Simulation of Automated Trading in Intelligent Markets:** <!-- omit in toc --> **Risk-Averse Agent Optimization** <!-- omit in toc --> ! License: MIT https://img.shields.io/badge/License-MIT-yellow.svg https://opensource.org/licenses/MIT --- **\u03c4aos** operates as a Bittensor https://bittensor.com subnet at netuid 79, where participants are incentivized to produce meaningful contributions using carefully risk-managed algorithms in a large-scale agent-based **s**imulation **o**f **a**utomated **t**rading strategies. !",
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      "text": "RT @SubnetSummerTAO: \ud83d\udce2 Subnet Summer TAO X Spaces \u2013 May 1, 2026 | 10:00 AM CST\n\nTopic: TAO 2026 Ecosystem Developments, Conviction Mechanis\u2026",
      "created_at": "2026-04-29T12:06:47-03:00",
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      "handle": "mvtrx_79",
      "text": "Three levels of market data:\n\nL1 - best bid and ask only. What most retail traders see.\nL2 - full order book depth. All price levels and sizes.\nL3 - every individual order. Who placed it, when, what size.\n\nL1 tells you the price.\nL3 tells you the market.\nHFT desks run on L3. \n\nMost retail traders don't know it exists.",
      "created_at": "2026-04-29T10:20:00-03:00",
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      "handle": "mvtrx_79",
      "text": "GenTRX rn ~12M parameters.\n\nRuns on a MacBook Pro.\n\nTrained on L3 order-book data not the internet, not Reddit, not news feeds.\n\nPurpose-built for one market. Knows it deeply.\n\nMost AI models try to know everything.\n\nGenTRX knows dTAO.",
      "created_at": "2026-04-28T19:12:00-03:00",
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      "handle": "mvtrx_79",
      "text": "Static stop loss. \nFixed take profit.\nPredictable losses.\n\nWe tested AI-assisted order execution against static strategies on MVTRX.\n\nAI wins.\n\nDynamic SL/TP, adjusts to live market conditions in real time. RL-trained. Not hardcoded.\n\nWhat's your current exit strategy on dTAO?",
      "created_at": "2026-04-28T10:05:21-03:00",
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      "text": "RT @TaoOutsider: $TAO OPEN WALLET - ExperimenTAO \n\nThe top 8 subnets in the ExperimenTAO wallet received basically the same allocation as a\u2026",
      "created_at": "2026-04-27T07:33:09-03:00",
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      "handle": "mvtrx_79",
      "text": "RT @taodaily_io: For decades, financial AI has assumed that intelligence belongs to whoever can afford to build it.\n\nMVTRX @mvtrx_79 (Bitte\u2026",
      "created_at": "2026-04-27T06:50:05-03:00",
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      "handle": "mvtrx_79",
      "text": "Nexus Explorer now added to MVTRX Exchange\n\nA live force-directed graph of every agent active on the subnet.\n\nWhat you see\n\n\u2192 Miners, benchmark agents and sim classes as nodes\n\u2192 Volume-weighted arcs between counterparties\n\u2192 Edges light up in real time as fills happen\n\nWhat you can do\n\n\u2192 Filter by subnet\n\u2192 Hover any edge to see exactly who's trading with who\n\nThe subnet, everything is visible. \ud83d\udc40\ud83d\udc40",
      "created_at": "2026-04-24T19:13:16-03:00",
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      "handle": "mvtrx_79",
      "text": "We'll be @TheBitcoinConf \nLets meet! \ud83e\udd1d https://t.co/xQLlZ4PAXw",
      "created_at": "2026-04-23T05:27:09-03:00",
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      "tweet_id": "2047034958888182065",
      "handle": "mvtrx_79",
      "text": "We are locked in on the exchange. \nHere's what's in happening \ud83e\uddf5 https://t.co/MVULc6lNFt",
      "created_at": "2026-04-22T16:29:00-03:00",
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      "handle": "mvtrx_79",
      "text": "RT @TaoOutsider: @mvtrx_79 Good work guys. Looking at it closely",
      "created_at": "2026-04-21T16:34:03-03:00",
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      "handle": "mvtrx_79",
      "text": "1.5 bps sounds like nothing.\n\n$10M daily volume \u2192 $1,500/day \u2192 $375K/year in found money.\n\nJust by replacing a static TP with an AI one.\n\nIs your take profit leaving money on the table? \ud83d\udc47\n\n#AlgoTrading #Bittensor https://t.co/JTuFm8FvO3",
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      "handle": "mvtrx_79",
      "text": "https://t.co/10oOHg88Vq",
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      "text": "what is L3 MBO?\n\nmost exchanges give you L1 or L2 data.\n\nL1: just the best bid/ask.\nL2: price levels + aggregate size.\n\nthat's not enough to build a real agent.\n\nhere's what L3 MBO actually gives you \ud83e\uddf5",
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      "handle": "mvtrx_79",
      "text": "GenTRX first full end-to-end test is live.\n\nsimulator \u2192 validator \u2192 training agents \u2192 gradient server.\n\nall connected. miners are training on live simulation data. gradients flowing into a shared LOB prediction model.\n\nthe feedback loop is real.",
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      "handle": "mvtrx_79",
      "text": "static stop-loss levels get hunted.\n\nwe built an AI-powered order type that adapts in real time. \n\nadjusting to volatility, liquidity, and price dynamics as they change.\n\nno manual babysitting. \nno premature exits.",
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      "handle": "mvtrx_79",
      "text": "simulation book count just hit 128.\n\nthat was the initial target.\n\nwe're not stopping there.",
      "created_at": "2026-04-16T11:50:49-03:00",
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    {
      "tweet_id": "2044706110658023520",
      "handle": "mvtrx_79",
      "text": "see for yourself \n\nreply \ud83d\udd34/.\ud83d\udd35 for private demo https://t.co/rJIf2k13EL",
      "created_at": "2026-04-16T06:15:00-03:00",
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    {
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      "handle": "mvtrx_79",
      "text": "The most underrated mechanic in Bittensor subnet design. \n\nWhen miners need to hold alpha to get resources, they stop being extractive and start being aligned.\n\nIt turns \"how do I dump my rewards fastest\" into \"how do I grow my position.\"\n\nIncentive design is everything.",
      "created_at": "2026-04-15T19:21:34-03:00",
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      "handle": "mvtrx_79",
      "text": "We are building a new kind of exchange on #bittensor.\n\nmvtrx blue pill is built for AI agents.\n\nReal-time order flow from subnets.\nAI signals that read the market before you do.\nLive subnet intelligence and agent trades visualised in real time. https://t.co/ZalCzXhODE",
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      "handle": "mvtrx_79",
      "text": "RT @_SydneyTammy_: Open networks do not die when one entity walks out.\n\nThat is the most important thing right now in this ecosystem. The a\u2026",
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