arksim-simulate

Use when the user wants to simulate multi-turn conversations against an AI agent. Alias for the arksim-test skill; the canonical flow lives there.

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Repository: arklexai/arksim
Last source activity: May 18, 2026 at 14:04
Detected SKILL.md language: English
Stars: 230
Forks: 28

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Follow https://skillsmp.com/skill-install/prompt.md to install only the Agent Skill at https://github.com/arklexai/arksim/tree/main/integrations/claude_code/skills/arksim-simulate.

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name: arksim-simulate
description: Use when the user wants to simulate multi-turn conversations against an AI agent. Alias for the arksim-test skill; the canonical flow lives there.
allowed-tools: ["mcp__arksim__init_project","mcp__arksim__simulate_evaluate","mcp__arksim__read_result","Read","Write","Edit","Glob","Grep"]

# arksim-simulate This skill is an alias for `arksim-test`. The canonical multi-turn simulation + evaluation flow is documented there. Both names exist so users can ask for "test" or "simulate" interchangeably. When invoked, follow the instructions in the `arksim-test` skill.

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arksim-evaluate

Use when the user wants to re-evaluate a previous arksim simulation with different metrics, thresholds, or judge model without re-running the agent. Cheaper than re-simulating.

2026-05-18

arksim-results

Use when the user wants to inspect arksim evaluation results, debug specific failures turn by turn, or compare two runs to measure improvement.

2026-05-18

arksim-scenarios

Use when the user wants to generate, edit, or extend arksim test scenarios. Reads the agent's source code to derive realistic scenarios; can build regression scenarios from past failures.

2026-05-18

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arksim-simulate

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