#1 trial priority · remoteopenclaw / Research & Knowledge
Evaluating Llms Harness
- Fit
- 38 / 100
- Trust
- Needs review
- Setup
- Source guide
- Before run
- 1 check
Top risk
No community evaluationAgentStaffer users have not submitted a review yet.
Full readiness snapshotCandidate summary and risk context stay available here.
Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by EleutherAI, HuggingFace, and major labs. Supports HuggingFace, vLLM, APIs.
Top risk
No community evaluation: AgentStaffer users have not submitted a review yet.
Trial task Run a cited research brief trial
- Input
- Ask for a one-page brief on a narrow question with source links and confidence notes.
- Expected output
- A sourced summary that separates facts, assumptions, and unresolved questions.
Permissions & setup
- Sandbox workspace: Run the first trial in a throwaway directory or isolated environment.
- License review: License metadata is missing from the current public profile.
Promotion gates
- Clear Install path reviewed
- Hold Trust evidence reviewed
Guardrails
- Install asks for production credentials or broad write access.
- Source or package cannot be verified from profile evidence.
Create evidence with POST /api/actions/run-trial. Keep the card short; open the full checklist in the trial JSON.