Back to directory

Handling Extraction Quality

Agent skill
1 skill

Use when the user asks about an equation, formula, derivation, loss function, algorithm, figure, table, or other visually-formatted technical content from a library document — Marker's PDF extraction generally produces correct LaTeX for math, but it can degrade with subscript/superscript collapse (QWQ i instead of QW^Qi), escape-sequence remnants like \n(1) at equation tails, empty math delimiters, empty markers, broken markdown tables, or showdocument reporting Status: needsreview. Default flow: retrieve the markdown, inspect for those genuine garbling cues; if cues fire, escalate to the PDF via Read at the path from showdocument. Provenance is mandatory either way: cite chunk index for markdown-sourced content, page number for PDF-sourced content. Do not ask the user to retype.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

Use when the user asks about an equation, formula, derivation, loss function, algorithm, figure, table, or other visually-formatted technical content from a library document — Marker's PDF extraction generally produces correct LaTeX for math, but it can degrade with subscript/superscript collapse (QWQ i instead of QW^Qi), escape-sequence remnants like \n(1) at equation tails, empty math delimiters, empty markers, broken markdown tables, or showdocument reporting Status: needsreview. Default flow: retrieve the markdown, inspect for those genuine garbling cues; if cues fire, escalate to the PDF via Read at the path from showdocument. Provenance is mandatory either way: cite chunk index for markdown-sourced content, page number for PDF-sourced content. Do not ask the user to retype.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 601abfce051801cf3600481a11281f385510254d3ec966e708aef793ae8f9eb4

About scan coverage and limitations

About this listing

Category
General
Reported license
Not specified
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Handling Extraction Quality | Agent Skills Atlas