🧮
AI EngineeringPython

Live Mathematical MCQ Heuristics

by microsoft

Live Mathematical MCQ Heuristics is an AI Engineering skill for Claude Code, published by microsoft in SkillOpt.

16K stars1.5K forkson microsoft/SkillOptAdded 2026/08/14Repository updated 2026/08/13
View source on GitHubDownload repo ZIP
agent-skillsself-evolving-agents
Install in seconds
Install Live Mathematical MCQ Heuristics
Copy Live Mathematical MCQ Heuristics into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/microsoft/SkillOpt/tree/main/ckpt/livemath ~/.claude/skills/livemath

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/microsoft/SkillOpt.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
ckpt/livemath/gpt5.5_skill.md in microsoft/SkillOpt
Installs to
~/.claude/skills/livemath
Collection
One of 12 skills cataloged from this repository
Category
AI Engineering — 2451 skills

What Live Mathematical MCQ Heuristics does

Live Mathematical MCQ Heuristics guides models through mathematical multiple-choice questions by comparing options, checking theorem-level precision, and verifying hypotheses. Use it when answering rigorous math MCQs where distractors differ by strength, quantifiers, or exact conditions.

Live Mathematical MCQ Heuristics is cataloged under AI Engineering on DirSkills. Live Mathematical MCQ Heuristics comes from a repository tagged agent-skills and self-evolving-agents.

Frequently asked about Live Mathematical MCQ Heuristics

  • What else does microsoft publish alongside Live Mathematical MCQ Heuristics?

    Live Mathematical MCQ Heuristics is one of 12 skills that DirSkills catalogs from microsoft/SkillOpt, the repository it ships in. Its siblings there include ALFWorld Embodied Agent, DocVQA and Document Rewriter. Each one is a separate skill with its own page in this directory, installs the same way Live Mathematical MCQ Heuristics does, and is maintained by microsoft in that same repository. The rest of the collection is listed on the microsoft/SkillOpt page.

  • How does Live Mathematical MCQ Heuristics compare to other AI Engineering skills?

    Live Mathematical MCQ Heuristics ranks #279 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Live Mathematical MCQ Heuristics against them. Open each page to compare what they document and how they install.

More from microsoft/SkillOpt

Live Mathematical MCQ Heuristics is one of 12 skills cataloged on DirSkills from microsoft/SkillOpt.

See all 12 skills →
🤖
2w ago

ALFWorld Embodied Agent

ALFWorld Embodied Agent guides agents in the ALFWorld text environment to complete household tasks by navigating rooms, interacting with objects, and using appliances. Use it when an agent needs to choose admissible actions for pick-and-place, clean, heat, cool, or examine tasks.
AI Engineering
16K1.5K
📄
2w ago

DocVQA

DocVQA guides an agent to extract exact, evidence-backed answers from document images, tables, forms, and handwriting. Use it when answering visual document questions where precision and exact text spans matter.
AI Engineering
16K1.5K
✍️
2w ago

Document Rewriter

Document Rewriter rewrites full AI agent skill documents to incorporate selected revise suggestions from trajectory analysis while preserving scope and protected blocks. Use it when refining agent skills with consolidated feedback and clarity improvements.
AI Engineering
16K1.5K
📊
2w ago

OfficeQA

OfficeQA retrieves and verifies numerical answers from official tables and time series, applying strict calculation, unit, and evidence checks before final answers.
Data
16K1.5K
🧠
2w ago

Question Answering

Question Answering normalizes short-answer trivia responses by applying rules for concise answer form, evidence matching, and clue interpretation. Use it when an agent must produce accurate, well-formed answers for QA or crossword-style questions.
AI Engineering
16K1.5K
🧠
2w ago

Skill Optimization Coach

Skill Optimization Coach writes compact optimizer-side meta skills that guide future agent skill edits using evidence from adjacent-epoch comparisons. It identifies which editing directions help or hurt in self-evolving agent environments.
AI Engineering
16K1.5K

More AI Engineering skills

Live Mathematical MCQ Heuristics is one of 2451 AI Engineering skills cataloged on DirSkills, ranked #279 by stars among them.

Browse all AI Engineering skills →
📐
3w ago

Architecture Decision Records

Architecture Decision Records captures architectural decisions made during Claude Code sessions as structured ADRs, recording context, alternatives, and rationale. Use it when significant technical choices are made so future developers understand why the codebase is shaped the way it is.
AI Engineering
239.8K36.4K
🤖
3w ago

AI-First Engineering

AI-First Engineering defines process, review, and architecture standards for teams where AI agents produce most implementation output. Use it to set ownership rules, quality gates, and evaluation criteria for agent-generated code.
AI Engineering
239.8K36.4K
🤖
3w ago

Agentic OS

Agentic OS codifies a persistent multi-agent operating system architecture for Claude Code. Use it when building a multi-agent workflow with file-based memory, slash commands, and scheduled automation that survives session restarts.
AI Engineering
239.8K36.4K