citation-coverage-audit
Citation Coverage Audit
Audit whether a draft paper cites the works it should cite. This skill is about reference completeness: classic foundations, closest prior work, current concurrent work, benchmark/dataset/method attributions, and reviewer-sensitive omissions.
Use this skill when:
- the user has a draft paper but suspects the reference list is incomplete
- a related work section may miss classic or recent work
- the paper needs to cite concurrent arXiv/OpenReview papers before submission
- the paper makes novelty claims that require stronger citation support
- the user wants to reduce reviewer complaints like "missing important related work"
Do not use this as a replacement for citation-audit. Use citation-audit after this skill to verify that added BibTeX entries and citation keys are correct.
Pair this skill with research-project-memory when missing citations affect novelty, baseline, related-work, or reviewer-risk tracking.
Skill Directory Layout
More from a-green-hand-jack/ml-research-skills
project-init
Initialize an ML research project control root. Use for paper/code/slides repos, shared memory, GitHub Project alignment, agent guidance, worktree policy, and lifecycle handoffs.
39init-python-project
Initialize or enhance a Python/ML project. Use for new repos or forks needing production structure, uv environment setup, and research evidence docs.
37new-workspace
Create Git branches or worktrees for research code and paper versions. Use for experiments, baselines, rebuttal fixes, arXiv/camera-ready branches, and worktree memory.
36project-sync
Sync verified code-side experiment results into paper memory. Use when logs, reports, run docs, or user-confirmed metrics should become paper-facing evidence.
36init-latex-project
Initialize a LaTeX academic paper project. Use for new conference or journal papers needing templates, macros, venue preambles, and writing guidance.
36add-git-tag
Create annotated Git milestone tags. Use when completing a phase, releasing a version, or marking a research checkpoint.
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