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cite-guard-ground

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UpdatedFebruary 11, 2026 at 05:59

Stage ground: evaluates whether each reference supports the claims it is cited for; fetches evidence preferring md/html/tex/rtf/txt/pdf; writes ground_* columns and produces grounding reports.

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jon-chun

jon-chun/cite-guard

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SKILL.md

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name	cite-guard-ground
description	Stage ground: evaluates whether each reference supports the claims it is cited for; fetches evidence preferring md/html/tex/rtf/txt/pdf; writes ground_* columns and produces grounding reports.
license	MIT
metadata	{"version":"1.0.0","category":"research-qa","tags":["grounding","claims","evidence"]}

cite-guard-ground

Extracts atomic claim-sentences from TeX, maps cited keys, then for each reference:

fetches best available evidence (md > html > tex > rtf > txt > pdf)
selects snippets with keyword overlap
computes a heuristic support score (supported/weak/unsupported/contradicted)
emits safe LaTeX rewrite suggestions for high-priority unsupported claims

Per reference outputs:

ground_quality [0-100]
ground_confidence [0-100]
ground_remediation

Artifacts:

out/claims.json
out/grounding_report.md
out/rewrites.tex
out/evidence_cache/

Run: /cite_guard_ground or python3 ... ground --fetch

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cite-guard-audit

jon-chun/cite-guard

Stage audit: bibliography hygiene checks per reference and writes audit_quality/audit_confidence/audit_remediation per row.

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cite-guard-init

jon-chun/cite-guard

Initialize the reference QA pipeline by creating out/audit_references.csv with one row per BibTeX entry and required stage columns.

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cite-guard-ml

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Stage ml: ML venue lens (default NeurIPS) scoring per reference for technical fit: canonicality, baseline relevance, recency for SOTA claims; writes ml_* columns.

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cite-guard-resolve

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Stage resolve: resolve each reference against OpenAlex/Crossref/arXiv/DBLP; detect hallucinations and metadata mismatches; writes resolve_* columns and refs.corrected.bib.

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cite-guard-review-critiques

jon-chun/cite-guard

Final stage: compute reference_quality_score by weighted QUALITY×CONFIDENCE across audit/resolve/ground/venue/ml; rank and assign review_priority; includes default + venue-specific blocker rules.

2026-02-110

cite-guard-venue

jon-chun/cite-guard

Stage venue: policy venue lens (governance/ethics/policy) scoring per reference based on authority/genre appropriateness for policy claims; writes venue_* columns.

2026-02-110

name	cite-guard-ground
description	Stage ground: evaluates whether each reference supports the claims it is cited for; fetches evidence preferring md/html/tex/rtf/txt/pdf; writes ground_* columns and produces grounding reports.
license	MIT
metadata	{"version":"1.0.0","category":"research-qa","tags":["grounding","claims","evidence"]}

cite-guard-ground

Extracts atomic claim-sentences from TeX, maps cited keys, then for each reference:

fetches best available evidence (md > html > tex > rtf > txt > pdf)
selects snippets with keyword overlap
computes a heuristic support score (supported/weak/unsupported/contradicted)
emits safe LaTeX rewrite suggestions for high-priority unsupported claims

Per reference outputs:

ground_quality [0-100]
ground_confidence [0-100]
ground_remediation

Artifacts:

out/claims.json
out/grounding_report.md
out/rewrites.tex
out/evidence_cache/

Run: /cite_guard_ground or python3 ... ground --fetch