home/skills/design/llm-judge-ensemble

llm-judge-ensemble

ClawHub

Build a cost-efficient LLM evaluation ensemble with sampling, tiebreakers, and deterministic validators. Learned from 600+ production runs judging local Olla...

skillDesignui-designclawhubSource โ†’
600llm-judge-ensemblebuildcost-efficientllmevaluationensemblesamplingtiebreakersdeterministic
# llm-judge-ensemble

Build a cost-efficient LLM evaluation ensemble with sampling, tiebreakers, and deterministic validators. Learned from 600+ production runs judging local Olla...

## Discovery Metadata
- Category: `design`
- Framework: `ClawHub`
- Tags: `600`, `llm-judge-ensemble`, `build`, `cost-efficient`, `llm`, `evaluation`, `ensemble`, `sampling`, `tiebreakers`, `deterministic`

## Agent Execution Policy

This listing is **discovery metadata only**. Canonical instructions are maintained by ClawHub.

### Before Executing Actions

1. **Fetch canonical instructions** from: https://clawhub.ai/skill/llm-judge-ensemble
2. **Parse the skill page** for setup, usage, and input/output requirements.
3. **Only proceed** after successfully loading and understanding the full instructions.

### If Fetch Fails

- Return `instruction_unavailable` with reason.
- Do **not** attempt to infer or improvise execution steps from this metadata alone.

## Source

- ClawHub listing: https://clawhub.ai/skill/llm-judge-ensemble
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