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evaluate-environments

by PrimeIntellect-ai

Run and analyze evaluations for verifiers environments using prime eval. Use when asked to smoke-test environments, run benchmark sweeps, resume interrupted evaluations, compare models, inspect sample-level outputs, or produce evaluation summaries suitable for deciding next

Installation

Pick a client and clone the repository into its skills directory.

Installation

Quick info

Category
Testing
Views
1

About this skill

Run and analyze evaluations for verifiers environments using prime eval. Use when asked to smoke-test environments, run benchmark sweeps, resume interrupted evaluations, compare models, inspect sample-level outputs, or produce evaluation summaries suitable for deciding next steps.

How to use

  1. Zainstaluj skill w swoim środowisku agenta Claude/Copilot, dodając go do konfiguracji MCP server'ów.

  2. Uruchom smoke test na wybranym środowisku, aby szybko sprawdzić jego działanie: prime eval run my-env -m gpt-4.1-mini -n 5. Parametr -n określa liczbę próbek do testowania.

  3. Jeśli testujesz środowisko z Hub'a, użyj ścieżki owner/env-slug zamiast lokalnej nazwy: prime eval run owner/my-env -m gpt-4.1-mini -n 5.

  4. Po pozytywnym smoke teście skaluj ewaluację do większej liczby próbek i powtórzeń: prime eval run owner/my-env -m gpt-4.1-mini -n 200 -r 3 -s. Flaga -r określa liczbę powtórzeń, -s włącza shuffle.

  5. Dla wygody zdefiniuj aliasy endpointów w pliku configs/endpoints.toml, aby uniknąć powtarzania parametrów URL i klucza API. Następnie odwołuj się do nich przez -m endpoint_id zamiast ręcznego wpisywania -b i -k.

  6. Wyniki ewaluacji zapisują się automatycznie w Evaluations tab i lokalnie — możesz je przeglądać, porównywać modele oraz podejmować decyzje o następnych krokach na podstawie wygenerowanych podsumowań.

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