Publish LENITNES live dashboard mirror
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- index.html +32 -18
README.md
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sdk: static
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---
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---
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title: LENITNES — Scientific Software Integrity Sentinel
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emoji: 🔬
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sdk: static
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license: mit
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short_description: Live mirror of the LENITNES integrity sentinel dashboard
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---
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# 🔬 LENITNES — Scientific Software Integrity Sentinel
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An autonomous agent that monitors scientific software repositories, detects
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commits that may invalidate published results, scores them with a versioned
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rubric, and notarizes every verdict on **Hedera HCS before the outcome is
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known**.
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This Space embeds the live production dashboard. If the frame does not load,
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open it directly: <https://lenitnes.persidian.com>
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## How it works
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1. **DETECT** — monitors watch GitHub repos for meaningful commits
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2. **SCORE** — LLM rubric (v6 [bio] / v5 [code]) scores severity and impact
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3. **COMMIT** — every verdict is notarized on Hedera HCS before the outcome is known
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4. **GRADE** — outcomes are validated against external ground truth (market
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price for [code], dated retractions/corrections for [bio])
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## Sponsor integrations
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- **GXL / Paperclip** — literature grounding via MCP
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- **Anthropic** — Claude as the primary scoring LLM
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- **Hedera HCS** — immutable notarization of every verdict
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- **Modal** — GPU compute escalation for expensive claims
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Built for **re:AGENT** · Founders Inc SF · Aug 15–16 2026 · Track A: Co-Scientist ·
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solo build
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- Live dashboard: <https://lenitnes.persidian.com>
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- Code: <https://github.com/sneldao/lenitnes>
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index.html
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<!
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<html>
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</html>
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="utf-8" />
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<meta name="viewport" content="width=device-width, initial-scale=1" />
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<title>LENITNES — Scientific Software Integrity Sentinel</title>
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<style>
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html, body { margin: 0; padding: 0; height: 100%; background: #0a0e14; font-family: 'Inter', system-ui, sans-serif; }
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.bar {
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display: flex; align-items: center; gap: 12px;
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padding: 8px 16px; background: #111820; color: #e2e8f0;
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border-bottom: 1px solid #1e293b; font-size: 13px;
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}
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.bar .title { font-weight: 700; letter-spacing: .04em; }
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.bar .sub { color: #22d3ee; font-style: italic; }
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.bar .spacer { flex: 1; }
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.bar a { color: #94a3b8; text-decoration: none; }
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.bar a:hover { color: #34d399; }
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iframe { display: block; width: 100%; height: calc(100vh - 37px); border: 0; }
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</style>
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</head>
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<body>
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<div class="bar">
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<span class="title">🔬 LENITNES</span>
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<span class="sub">Scientific Software Integrity Sentinel</span>
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<span class="spacer"></span>
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<a href="https://lenitnes.persidian.com" target="_blank" rel="noopener">open full dashboard ↗</a>
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<a href="https://github.com/sneldao/lenitnes" target="_blank" rel="noopener">code ↗</a>
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</div>
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<iframe src="https://lenitnes.persidian.com" title="LENITNES live dashboard"
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allow="clipboard-write" loading="eager"></iframe>
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</body>
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</html>
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