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epidemiology

Neurosymbolic verifier for Epidemiology Verifier. Use when verifying claim sets in this domain with FOL/SMT/e-graph/Datalog reasoning. Scaffolded by neurosym-forge.

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Overview

Neurosymbolic verifier for Epidemiology Verifier. Use when verifying claim sets in this domain with FOL/SMT/e-graph/Datalog reasoning. Scaffolded by neurosym-forge.

Install command

npx skills add https://github.com/CharlesHoskinson/russellian-book-suite --skill epidemiology

Copy and paste this command into Claude Code to install the skill

Source

CharlesHoskinson/russellian-book-suite

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UpdatedJune 4, 2026 at 01:38

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SKILL.md

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name	epidemiology
description	Neurosymbolic verifier for Epidemiology Verifier. Use when verifying claim sets in this domain with FOL/SMT/e-graph/Datalog reasoning. Scaffolded by neurosym-forge.
license	MIT
metadata	{"version":"0.1.0","category":"verification","emits":"pdf"}

Epidemiology Verifier verifier

Runs the four-phase neurosymbolic pipeline against a claim set.

Usage

npm install && npm run build — first-time setup
node cljs-orchestrator/dist/main.js verify work/claims.edn work/verdict.edn — verify
node cljs-orchestrator/dist/main.js typeset work/report.md work/report.pdf — typeset

Extension

This project is a scaffold from neurosym-forge. Add rules and grounded atoms via that skill, never by hand-editing rules/*.edn.

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CharlesHoskinson/russellian-book-suite

Neurosymbolic verifier for ADSC Clinical Verifier. Use when verifying claim sets in this domain with FOL/SMT/e-graph/Datalog reasoning. Scaffolded by neurosym-forge.

2026-06-041

bermuda

CharlesHoskinson/russellian-book-suite

Neurosymbolic verifier for Bermuda Verifier. Use when verifying claim sets in this domain with FOL/SMT/e-graph/Datalog reasoning. Scaffolded by neurosym-forge.

2026-06-041

osmotic-pressure

CharlesHoskinson/russellian-book-suite

Neurosymbolic verifier for Osmotic pressure. Use when verifying claim sets in this domain with FOL/SMT/e-graph/Datalog reasoning. Scaffolded by neurosym-forge.

2026-06-041

book-compose

CharlesHoskinson/russellian-book-suite

Compile chapter drafts from a validated book workspace. Loads chapter contracts, queries verified claims, generates outline then sections, applies Russellian style, runs release-gate validation, and produces release bundles (Markdown plus optional PDF/EPUB/LaTeX). All processing is local — no external APIs. Use when user says "draft chapter X", "compile chapter from contract", "build release bundle for chapter X", "render chapter to PDF", "build the book release", or "publish the book". Do NOT use for source ingestion (use book-knowledge) or prose-only rewrites (use russellian-style). Also builds book-level releases (manuscript Markdown, React+Tailwind HTML browser, Playwright PDF). Stage 4 includes a multi-persona editorial review (Gottlieb, Lay Reader, Domain Expert, Copyeditor, Enjoyment Reader) via the book-review sibling; chapter releases soft-gate on `persona_critical_count == 0`.

2026-06-031

book-knowledge

CharlesHoskinson/russellian-book-suite

Ingest technical sources (PDFs, markdown, papers) into a book workspace and maintain its persistent epistemic state — wiki synthesis, claim ledger with provenance, RDF graph with SHACL validation. All processing is local — no external APIs. Use when user says "ingest this paper", "add this source to the book", "update the book wiki", "extract claims from this section", "audit the knowledge graph", "validate claims", "find contradictions in the wiki", "check what's stale", or asks to refresh sources for a chapter. Do NOT use for chapter drafting (use book-compose), prose rewrites (use russellian-style), or casual document Q&A.

2026-06-031

book-qa

CharlesHoskinson/russellian-book-suite

Post-build mechanical and editorial quality gate for non-fiction book artifacts. Runs after build_book and before shipping; the last gate. Deterministic linting (D1-D8) plus per-chapter agent swarm (C1-C15) plus optional metabook defects (D9-D12 from book-thesis) plus optional verifier defects (D13). Use after book-compose builds manuscripts to lint, aggregate QA findings, and drive bounded fixes. Do NOT use for source ingestion (use book-knowledge), prose rewrites (use russellian-style), persona reviews (use book-review), or chapter drafting (use book-compose).

2026-06-031

Source

CharlesHoskinson

CharlesHoskinson/russellian-book-suite

View GitHub Repository View Creator Repositories

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Useful forSOC

Software DevelopersComputer and Mathematical Occupations15-1252L4

name	epidemiology
description	Neurosymbolic verifier for Epidemiology Verifier. Use when verifying claim sets in this domain with FOL/SMT/e-graph/Datalog reasoning. Scaffolded by neurosym-forge.
license	MIT
metadata	{"version":"0.1.0","category":"verification","emits":"pdf"}

Epidemiology Verifier verifier

Runs the four-phase neurosymbolic pipeline against a claim set.

Usage

npm install && npm run build — first-time setup
node cljs-orchestrator/dist/main.js verify work/claims.edn work/verdict.edn — verify
node cljs-orchestrator/dist/main.js typeset work/report.md work/report.pdf — typeset

Extension

This project is a scaffold from neurosym-forge. Add rules and grounded atoms via that skill, never by hand-editing rules/*.edn.