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llm-as-a-Verifier-dsh

Unverified aispin-dev

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2026-08-21Last push
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What it does

LLM-as-a-Verifier (arXiv:2607.05391) as a dsh plugin — Best-of-N conversation mode: give DeepSeek V4 Flash test-time scaling. Bo5 self-verification hits 88% on Terminal-Bench 2.1, beating some frontier models at a fraction of the cost. Fine-grained logprob-expectation scoring, PPT tournament, zero-config.

Our take
Unverified — not yet verified

LLM-as-a-Verifier (arXiv:2607.05391) as a dsh plugin — Best-of-N conversation mode: give DeepSeek V4 Flash test-time scaling. Bo5 self-verification hits 88% on Terminal-Bench 2.1, beating some frontier models at a fraction of the cost. Fine-grained logprob-expectation scoring, PPT tournament, zero-config. Not yet verified — install and test it yourself.

“Unverified” means our automated CI has not yet installed this plugin. Feature descriptions and version compatibility are the author’s claims. This is not a security audit and not an endorsement of third-party code.

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Install

🧩 Let your agent install it (recommended)

Install the catalog once, then DeepSeek Harness can find and install any plugin from this site automatically:

dsh plugin add dshbase-catalog

Then say "install llm-as-a-Verifier-dsh for me" — your agent finds it in the directory and installs it. Docs: dshbase-catalog · verified packs.

This plugin is GitHub source (not published to npm) — install it straight from the repo:

Web profile:

dsh plugin --profile web add github:aispin-dev/llm-as-a-Verifier-dsh

Headless (CLI) profile:

dsh plugin --profile headless add github:aispin-dev/llm-as-a-Verifier-dsh

Test report

Not yet L3-verified — see failure note below if we already ran it.

Status: pending
Note: No failure note yet — queued or not yet run. Browse all pending failures →
Security: not yet scanned — our daily static scan will cover it shortly.

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