Borrowing it
Nothing to install: this file belongs to dginev/latexml-oxide. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/dginev/latexml-oxide/main/.claude/skills/canvas-triage/SKILL.mdgit clone --depth 1 https://github.com/dginev/latexml-oxideWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/dginev/latexml-oxide/canvas-triage)<a href="https://agentmods.dev/skills/dginev/latexml-oxide/canvas-triage"><img src="https://agentmods.dev/badge/skills/dginev/latexml-oxide/canvas-triage/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/dginev/latexml-oxide/canvas-triage"><img src="https://agentmods.dev/badge/skills/dginev/latexml-oxide/canvas-triage.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00197 | $0.01861 |
| Opus 5.5 | $0.00079 | $0.00744 |
| Sonnet 5.5 | $0.00039 | $0.00372 |
| Haiku 4.5 | $0.00020 | $0.00186 |
Grade A, and why
canvas-triage scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 114 lines — stays where its author put it; the contents beside it link to each section on GitHub.
The output of this skill is a classification, not a fix. Only one verdict —
GENUINE-RUST-ONLY, confirmed same-host — justifies code changes. Reach for the
perl-port skill once you get there.
Golden rules (non-negotiable — violating these has burned us repeatedly)
- Never downgrade errors to cheat the task. A change that makes Rust emit
fewer
Error:/Fatal:than Perl on the same paper is a divergence, not a fix — it needs explicit proof Perl emits the same severity, or user authorization to surpass Perl. We nearly committed unfaithful fixes off false signals (1308.2655\lefteqn,0710.5692equationgroup-in-<p>) — both were parity (Perl errored too). Reverted after checking cortex. - Fail-safe toward flagging failure. A failure to parse the log must NEVER be treated as success. False positives (flagging a clean run) are acceptable; false negatives (missing real errors) are forbidden. When in doubt, count it as a failure to investigate.
- Classify Perl with VERBOSE, never
--quiet./usr/local/bin/latexml --quietprints "0 errors" / exits 0 even when the conversion has errors — it suppresses both theError:lines and the final count. This trap has bitten us ≥3 times (babel-russian, collcell, francais). Runlatexml <paper>.texplain and read theConversion complete: … N errors; … undefined macros[…]summary. - ANSI-strip before grepping. Logs may carry color codes
(
\x1b[31mError:), so a naivegrep '^Error:'silently matches zero on a paper with hundreds. Always:sed 's/\x1b\[[0-9;]*m//g' | grep -acE '^(Error|Fatal):'. Better signals when available: cortexStatus:conversion:N(3=fatal, 2=error, lower=ok) or the ANSI-free on-disk.latexml.log. - Same-host Perl only. A cortex
Perl=clean / Rust=errordelta is often a pure host TeX-package-availability artifact — the two services ran on hosts with different texmf trees. Confirmed phantoms: inputencisolatin(needsumlautepkg),cp1251/Cyrillic (needscyrillic/t2), babelrussian(older babel ≤3.8). In all three, Rust == Perl on the same host. Reproduce both engines on the same tree before trusting any delta. Host packages are out of scope (CLAUDE.md) — we don't ship.def/.ldf. - The cortex DB is a SCREEN, not ground truth — it lags HEAD. The
sandbox-arxiv-10k-shuffleRust column predates recent fixes (e.g.1805.00875shows errors in cortex but is 0 on the current binary). Use the DB only for candidate discovery; re-run every flagged paper on the current binary before chasing it. Never trust a bespoke cross-join's Perl column — confirm against the liveGET /api/corpus/<corpus>/tex_to_html/document/<id>API (it carries per-severitymessage_countsfor both services).
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 114 lines · 197 tokens per session scan A 1bae539c922d
canvas-triage is a skill published in the GitHub repository dginev/latexml-oxide (18 stars, last pushed yesterday), licensed CC0-1.0. It adds 197 tokens to every session and 1,861 once invoked, about $0.0008 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
canvas-triage compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| canvas-triagedginev/latexml-oxide | Skill | 18 | yesterday | CC0-1.0 | A | 197 | Claude Code |
| Paper Writing Skills Indexaristoteleo/PantheonOS | Skill | 493 | yesterday | BSD-2-Clause | A | 76 | Claude Code, Codex |
| inclusio-publishersebastienrousseau/inclusio | Skill | 0 | 2d ago | Apache-2.0 | A | 30 | Claude Code, Codex |
| systems-paper-writingOrchestra-Research/AI-Research-SKILLs | Skill | 14k | 26d ago | MIT | A | 66 | Claude Code |
| smiles-validationsynthetic-sciences/openscience | Skill | 4.3k | 2d ago | Apache-2.0 | A | 24 | Claude Code, Codex |
| nonlinear-solversbeita6969/ScienceClaw | Skill | 1.0k | yesterday | MIT | A | 63 | Claude Code |
| numerical-stabilitybeita6969/ScienceClaw | Skill | 1.0k | yesterday | MIT | A | 61 | Claude Code |