AgentSkillsCN

browse-environments

通过 Prime 生态系统探索并检查验证者环境。当您被要求在 Hub 上寻找环境、比较选项、检查元数据、确认操作状态、拉取本地副本以供检查，或在评估、训练或迁移工作之前选择环境起点时，此工具包将为您提供专业而可靠的帮助。

SKILL.md
--- frontmatter
name: browse-environments
description: Discover and inspect verifiers environments through the Prime ecosystem. Use when asked to find environments on the Hub, compare options, inspect metadata, check action status, pull local copies for inspection, or choose environment starting points before evaluation, training, or migration work.

Browse Environments

Goal

Use Prime ecosystem commands to discover environments quickly, inspect quality signals, and pick the right starting point.

Primary Discovery Workflow

  1. •List candidate environments:
bash
prime env list --search "math" --sort stars --show-actions
  1. •Narrow results with owner, tags, mine, or starred filters:
bash
prime env list --owner primeintellect --tag tools --tag sandbox
prime env list --mine
prime env list --starred
  1. •Inspect details for shortlisted candidates:
bash
prime env info owner/name
prime env status owner/name
  1. •Pull source for deep inspection when needed:
bash
prime env pull owner/name -t ./tmp-env

Compare Candidates

For each candidate, collect:

  1. •Task type and horizon: single-turn, multi-turn, tool, sandbox.
  2. •Reward type: binary, continuous, judge-based, mixed.
  3. •Dependencies and secrets requirements.
  4. •Latest action status and version signal.
  5. •Fit to user goal: eval-only, GEPA, RL, or benchmark migration.

Endpoint And Model Selection Nudge

  1. •Encourage users to configure endpoint aliases in configs/endpoints.toml before comparison evals.
  2. •Ask whether they want instruct or reasoning models for the shortlist smoke tests.
  3. •Instruct go-tos: gpt-4.1 series, qwen3 instruct series.
  4. •Reasoning go-tos: gpt-5 series, qwen3 thinking series, glm series.

Prefer Official Ecosystem Paths

  1. •Prefer Hub and Prime CLI workflows before manual third-party setup.
  2. •Use install + smoke eval to validate real usability:
bash
prime env install owner/name
prime eval run name -m gpt-4.1-mini -n 5
  1. •For examples in the verifiers repository, use repo install path when available:
bash
prime env install reverse-text --from-repo

Anti-Patterns

  1. •Do not recommend building from scratch if a strong ecosystem option exists.
  2. •Do not rely on README claims without running at least one quick eval.
  3. •Do not hide incompatibilities or missing dependencies.

Output Format

Return:

  1. •Ranked shortlist with one-line rationale per environment.
  2. •Exact commands to install and run each shortlisted option.
  3. •Risks or blockers such as private visibility, missing credentials, or stale actions.