{
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  "slug": "trishool",
  "name": "Trishool",
  "symbol": "\u03c8",
  "description": "Trishool is the AI alignment protocol built on Bittensor",
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  "alphaStaked": 2224303.86360749,
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  "activeValidators": 12,
  "emissionPct": 0.006967666488454761,
  "emissionPerDayTao": 1.0,
  "registrationCost": 0.0,
  "pruningRank": 78,
  "immunityRemaining": 14882,
  "sentiment": "Neutral",
  "githubRepo": "https://github.com/TrishoolAI/trishool-phase2",
  "subnetUrl": "https://trishool.ai",
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      "label": "weak",
      "score": 11,
      "reasons": [
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          "tone": "neutral",
          "label": "Stars",
          "value": "2",
          "weight": null
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        {
          "tone": "neutral",
          "label": "Contributors",
          "value": "2",
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          "label": "24h volume",
          "value": "$192,000",
          "weight": null
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          "value": "12",
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          "tone": "negative",
          "label": "Bus factor",
          "value": "Top contributor: 89%",
          "weight": null
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          "tone": "neutral",
          "label": "LLM blend",
          "value": "heuristic=5 \u00d7 0.6 + llm=21 \u00d7 0.4",
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          "value": "0",
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          "value": "0",
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          "tone": "negative",
          "label": "Latest push",
          "value": "2026-01-30T09:21:10Z",
          "weight": null
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        {
          "tone": "negative",
          "label": "Momentum",
          "value": "decelerating (0/30d vs 0/mo avg)",
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          "tone": "neutral",
          "label": "LLM blend",
          "value": "heuristic=12 \u00d7 0.6 + llm=10 \u00d7 0.4",
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    "confidence": 0.82,
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          "label": "Durable keywords",
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          "tone": "positive",
          "label": "Commodity risk",
          "value": "0 matched",
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          "tone": "neutral",
          "label": "Subnet traction",
          "value": "1/30",
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          "tone": "neutral",
          "label": "LLM blend",
          "value": "heuristic=51 \u00d7 0.6 + llm=45 \u00d7 0.4",
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          "tone": "negative",
          "label": "CI",
          "value": "Missing",
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          "tone": "positive",
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          "value": "Basic (600 chars)",
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          "tone": "negative",
          "label": "Dep mgmt",
          "value": "None",
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          "label": "LLM blend",
          "value": "heuristic=16 \u00d7 0.6 + llm=24 \u00d7 0.4",
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  "masterScore": 22.0,
  "masterRating": "D",
  "lastUpdatedAt": "2026-04-29T20:21:48Z",
  "isStale": false,
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  "purpose": {
    "title": "Trishool",
    "source": "llm",
    "confidence": 0.72,
    "shortSummary": "Trishool is a Bittensor subnet targeting AI alignment by having miners submit prompts that stress-test LLMs for deception, sycophancy, and power-seeking behaviors. Despite an interesting use case, development has effectively halted with 0 commits in the last 30 days and only 3 active miners, making the competitive evaluation environment described in the readme largely non-functional. Market cap of ~$3.6M with $192K daily volume shows residual trading interest but on-chain participation is critically thin."
  },
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    "risks": [
      "Development is effectively dead: 0 commits in the last 30 days, only 1 commit in 90 days, 0 PRs merged in 30 days, and 0 releases in the past 12 months \u2014 the repo has a self-merge ratio of 1.0 and commit message quality score of 0.0",
      "Only 3 active miners means the core competitive evaluation loop described in the readme cannot function at scale; combined with 2 total contributors and a top contributor share of 89%, the project carries extreme bus-factor and abandonment risk"
    ],
    "score": 28,
    "summary": "Trishool is a Bittensor subnet targeting AI alignment by having miners submit prompts that stress-test LLMs for deception, sycophancy, and power-seeking behaviors. Despite an interesting use case, development has effectively halted with 0 commits in the last 30 days and only 3 active miners, making the competitive evaluation environment described in the readme largely non-functional. Market cap of ~$3.6M with $192K daily volume shows residual trading interest but on-chain participation is critically thin.",
    "provider": "cascade:sonnet",
    "expiresAt": "2026-05-29T20:31:10.585910+00:00",
    "strengths": [
      "Genuine AI safety use case: detecting deception, sycophancy, and manipulation in LLMs addresses a real and growing problem in the AI industry with durable demand",
      "12 active validators are providing consensus and network security despite near-zero miner participation, keeping the subnet technically alive",
      "$191,999 in 24h volume against a $3.6M market cap (~5.3% daily turnover) indicates active speculative interest and reasonable on-chain liquidity of $3.25M"
    ],
    "updatedAt": "2026-04-29T20:31:10.585910+00:00",
    "durability": "weak",
    "recommendation": "Avoid new positions until development activity resumes \u2014 at least 10+ commits over 30 days and 5+ active miners would be minimum signals that the subnet is being actively maintained.",
    "dimensionScores": {
      "adoption": 21,
      "shipSpeed": 10,
      "usefulness": 45,
      "codeQuality": 24
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  "repoCoverageStatus": "covered",
  "image": "https://trishool.ai/trishool-logo-small.png",
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      "netuid": 23,
      "repoKind": "primary",
      "provider": "github",
      "owner": "TrishoolAI",
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      "source": "registry",
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          "name": "Python",
          "percentage": 98.2
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        {
          "name": "Shell",
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      "label": "Website",
      "href": "https://trishool.ai"
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