Cogniforge Math Pipeline | Agent Skills Atlas

About this skill

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", "conversationgraph", "mathpipeline.py", "subject detection", "system prompt رياضيات", "pipeline لا يعمل", "تصنيف المسائل", "BAC math", "شرح رياضيات", "normalize latex", "ISS-071", "ISS-072".

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Content SHA-256: 17d95786f371f74c60e81c90393752080699eee722edb39dbff23b73d7ec7387

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Original listing metadata

Original name

cogniforge-math-pipeline

Original description

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".

About this listing

Category: Science & research
Reported license: MIT
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.