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Cogniforge Math Pipeline

Category: Science & Research  ·  Sub-category: math-stats  ·  Last updated:
type:debug
Diagnose, build, and repair the CogniForge Math Pipeline — the LangGraph 3-node StateGraph that handles BAC math questions. Use when: math responses are in wrong language (Russian/English mixed with Arabic), missing LaTeX or $$\boxed{}$$, LaTeX uses \[...\] instead of $$...$$, no step-by-step structure, a new math question type needs adding, system prompts need updating, or the pipeline fails silently. Triggers on: "إجابات رياضيات كارثية", "خلط لغات", "بدون LaTeX", "بدون boxed", "\\[...\\] بدلاً من $$", "نوع مسألة جديد", "math pipeline", "conversation_graph", "math_pipeline.py", "subject detection", "system prompt رياضيات", "pipeline لا يعمل", "تصنيف المسائل", "BAC math", "شرح رياضيات", "normalize latex", "ISS-071", "ISS-072".

From the source SKILL.md

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What this skill does

Cogniforge Math Pipeline is a community-contributed Claude Code skill in the math-stats sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/cogniforge-math-pipeline/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when: math responses are in wrong language (Russian/English mixed with Arabic), missing LaTeX or $$\boxed{}$$, LaTeX uses \[.

Who uses this skill

The Cogniforge Math Pipeline Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/cogniforge-math-pipeline
curl -L https://claudskills.com/skills/cogniforge-math-pipeline/SKILL.md \
  -o ~/.claude/skills/cogniforge-math-pipeline/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/cogniforge-math-pipeline/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/cogniforge-math-pipeline/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\cogniforge-math-pipeline\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

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See pricing → Download desktop app

Attribution & license

More Science & Research skills

Browse all Science & Research skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Science & Research skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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