scientific-structure-reviewer — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited scientific-structure-reviewer (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Evaluate whether the manuscript structure supports the scientific argument. Identify missing evidence at a high level, but leave detailed validity of methods, experiments, proofs, metrics, artifacts, and claims to technical-reviewer. Do not perform citation verification or line editing.
If available, apply the shared protocol in ../_shared/scientific-paper-common.md.
When multiple manuscript-review skills are relevant, use this order:
scientific-structure-reviewer - decide whether the paper shape works.technical-reviewer - verify claims, methods, experiments, and interpretation.citation-reference-reviewer - verify references and citation consistency.writing-reviewer - polish prose without changing scientific meaning.Do not perform line editing before structural, technical, or citation problems are identified.
Assess whether the manuscript has:
For empirical papers, check coherence among introduction, related work, methodology, experiments, results, discussion, threats to validity, and conclusion.
For theoretical or algorithmic papers, check flow from definitions and assumptions to proposed result, proof or analysis, comparison, implications, and limitations.
For systems papers, check flow from requirements and design goals to architecture, implementation, evaluation methodology, results, operational lessons, and limitations.
For dataset or benchmark papers, check flow from motivation and scope to construction protocol, quality controls, metadata, access, baselines, tasks, limitations, and intended use.
For review or survey papers, check coherence among introduction, review scope, literature search methodology, inclusion/exclusion criteria, taxonomy or classification framework, comparative synthesis, open challenges, future research directions, and conclusion.
For each section, determine:
If the outline promises a claim that cannot be verified from supplied manuscript material, mark the support as unresolved. Do not invent missing experiments, citations, results, or contributions to repair the structure.
Return the review in this order:
Structural verdict: concise assessment of whether the current outline can support a peer-review-ready scientific manuscript.Reader promise: what the title, abstract, and introduction promise, and whether the manuscript fulfills that promise.Scientific story map: one-paragraph reconstruction of the intended narrative and where it currently breaks down.Outline assessment: section-by-section evaluation of purpose, order, missing content, redundant content, and balance.Major restructuring recommendations: concrete section moves, merges, splits, additions, or deletions.Paper-type fit: assess whether the structure matches the manuscript type and list missing paper-type-specific elements.Contribution and motivation review: evaluate problem statement, research gap, contribution framing, and novelty positioning.Proposed revised outline: provide section titles and 1-2 sentence purpose statements.Unresolved structural support: claims, sections, or promises that need evidence before drafting or polishing.~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.