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  "Title": "AssessLite: Test What Your Analysis Depends On",
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  "Description": "Structural assumption assessment for causal analysis.\nMakes the invariance assumptions behind a result explicit,\nattacks them with transformation tests (unit permutation,\ncluster holdout, temporal split, subgroup stability), returns\nthree-way verdicts (stable, unstable, not resolvable), and\nexports the reasoning path as a durable audit record.\nAssessLite is the product, structural_audit() runs the\nassessment, and write_audit() writes the audit record. Sibling\nto 'recoverlite': recoverlite asks whether a method can recover\nthe quantity it estimates; AssessLite asks what a result\ndepends on and whether it survives the violation of those\nassumptions. R implementation of the AssessLite core\nspecification v0.1. Records claim-to-source support, never\ntruth: a stable verdict means the conclusion survived the\nattacks that were run, at the precision the data allowed.",
  "License": "Apache License (>= 2)",
  "URL": "https://github.com/heidihelena/assesslite",
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  "Encoding": "UTF-8",
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  "Date/Publication": "2026-07-15 17:13:46 UTC",
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    "Date": "2026-10-13 10:38:02 UTC",
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  "Author": "Heidi Andersén [aut, cre] (ORCID:\n<https://orcid.org/0000-0001-5923-5865>)",
  "Maintainer": "Heidi Andersén <andersenheidihelena@gmail.com>",
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    "message": "docs: add hero workflow SVG to README (#17)\n\nReplaces the ASCII loop with the same sequence drawn: scientific structure\n→ declared invariances → transformation attacks → stable | unstable | not\nresolvable → proceed / conditional / abstain. Accessible SVG, viewBox-based,\ncontrast-checked; forskai paper theme.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
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      "page": "assume_invariance",
      "title": "Assume an invariance: the analysis relies on it and it should be attacked",
      "topics": [
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    },
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      "title": "Build the pooling assumption lattice",
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    {
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      "title": "Run attacks against the declared invariances",
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    },
    {
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