DSH Daily · Dossier
Andiii208/dsh-ultramath
A multi-agent workflow for mathematical modeling competitions: the "UltraMath" main preset runs the full pipeline—problem reading → framework → derivation → coding → verification → paper → review—in one preset, plus four single-stage role presets (mathematician/engineer/writer/reviewer) and 33 model-library skill documents.
Skill
Install
dsh plugin --profile web add dsh-ultramathWhat it does
A multi-agent solving plugin specifically for mathematical modeling competitions. It packages award-level math modeling methodology into an agent preset plus skill pack, running the full pipeline from problem reading to paper with one preset.
Features
- One preset covers "problem reading → framework → derivation → coding → verification → paper → review"
- Built-in 33-entry model library covering common math modeling problem types
- Independent verification plus B1-B9 blocking items to keep derivations on track
- Three-reviewer blind review and numeric freezing to prevent drift
- Fully self-contained: paper templates, review scripts, and model library ship with the package and do not depend on external services
- A real agent preset (connected to subagent, workflow, todo, goal), not a pure markdown prompt
Good fit for
- Participating in mathematical modeling competitions and needing a structured process
- Want to codify and reuse math modeling playbooks
- Teaching scenarios demonstrating the complete modeling process
Advice
- After installation, start it as a preset rather than calling it as an ordinary skill
- Run through a past problem first to get familiar with the process
- The 33-entry model library is a starting point; you still need to judge which one fits a given problem
Cautions
- Very narrow niche; not useful if you do not do math modeling
- The academic integrity gate is a built-in constraint; do not try to bypass it
- If the competition has anti-AI rules, confirm they permit use before using it
Facts
- Section
- Skill
- Category
- skill
- Stars
- 36
- Created
- Aug 19, 2026
- Permissions
- shell, fs-write, fs-read, env