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Use when co-authoring a specific section of a benchmark / evaluation paper (introduction, related work, methodology, results, discussion, limitations, conclusion) at frontier-lab register (METR, DeepMind, Anthropic, OpenAI). Triggers on "help me write the [section]", "let's work on the [section]", "frontier paper quality", "METR style", "DeepMind style", "sound like Anthropic", "make this read like a real paper", page-budget mentions ("max 2 pages", "we can't fit everything"), bulleted-finding requests, and any request to mimic how Anthropic, OpenAI, or DeepMind benchmark papers express ideas. Also triggers when the user supplies a whole draft or asks to "walk the draft", "go through every section", or "review my paper section by section" (document-walk mode). Pairs with `seshat:using-frontier-lexicon` (diction) by adding the missing stage of rhetorical-move mining from real frontier paragraphs in the matching section type. Do not use for pure word-level de-slopping (that is the lexicon skill alone), and do not use when the user has no claim or content for the section yet.
Claude Skills are markdown + scripts loaded into Claude Code; scanned with the same pipeline.
We found this by crawling public sources and nobody has attested to it. That is how most of the registry gets here, and it is not a mark against the artifact — it only means no authenticated act of publication is on record. An artifact can be the vendor's own and still appear here.
1 critical finding reported by agent-audit-kit. The composite score alone does not reflect this — read the per-scanner reports below.
Claude Skills install to a single target, no runtime picker.
nerlo install -- 'visual-snow/seshat (co-authoring-frontier-paper-sections)'
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- 'visual-snow/seshat (co-authoring-frontier-paper-sections)' ~/.claude/skills/
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
4 of 11 scanners examined this package. The rest do not apply to it — language, ecosystem and packaging decide which analyzers can say anything, and a scanner that cannot examine an artifact reports nothing rather than passing it.
v2.0.11
64 findings · 114.3s
v0.3.74
192 findings · 47.9s
v0.1.0
0 findings · 24.1s
v0.1.0
20 findings · 24.1s
v1.4.0
None of the entry points this scanner reads were found in this artifact. What each scanner covers
0 findings · 0.2s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.1s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 1.1s
No report in this scan: govulncheck, osv-scanner, trivy, trivy_image.
1 scan on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 16, 2026 | Scan Halted | — | agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source ·n/a: not applicable | rejected |
Findings in files this artifact installs stand as reported; a model re-read the rest and said which ones it believes are false positives. This is a second opinion published beside the evidence, not a correction to it: the per-scanner reports above are unchanged, every dismissed finding is still listed there at its original severity, and the score and the Flagged badge are computed from those raw severities alone. Nothing below moved them.
This review has not run for this scan yet. It runs once per scan, in the background, and is kept; it appears here when it has. Until then all 276 findings above stand exactly as their scanners reported them, at full severity.