# Qubo Optimization Run

> - Call the externally deployed DSG QUBO Policy Optimizer API to run a deterministic QUBO/Ising policy optimization. Use when a user wants to run a real optimization against the hosted service rather than the local Kotlin engine: registering/logging in for an apikey, checking account usage, and submitting an optimization run for a regulatory domain under a budget cap. Auth is an apikey query parameter that must come from runtime env, never from the repo. Running a real optimization may trigger solver work and may incur cost under the service's pricing tier.

## Facts
- Page: https://tashan.sh/capability/skill-tdealer01-crypto-qubo-optimization-run
- tashan id: skill:tdealer01-crypto/qubo-optimization-run
- Source: https://github.com/tdealer01-crypto/tdealer01-crypto-dsg-control-plane
- Type: skill
- Category: security
- tashan score: not scored (catalogued only — too little public evidence)
- Adoption: 9.0
- Upkeep: 99.0
- Freshness: 98.0
- Evidence coverage: 84% of the inputs this score can use
- Health: active
- Instruction depth: not yet graded
- License: NOASSERTION
- Official: no

## Install

```sh
cp -r qubo-optimization-run ~/.claude/skills/
```

## Security audit
Not scanned. We audit npm-published capabilities; this one has no npm package we can resolve, or has not reached the queue. This is not a clean bill of health.

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Measured 2026-08-15 by tashan (https://tashan.sh) from public evidence. Scorer s5.