Prompt Templates - ICRL

Required Templates

Python and TypeScript Agent both require:

planPrompt
reasonPrompt
actPrompt

Supported Placeholders

{goal}
{examples}
{plan}
{observation}
{reasoning}
{history}

Template Guidance

Keep plan concise and structured.
Keep reason focused on current observation and progress.
Keep act strict: ask for a single action/command.

Minimal Set

PLAN: Goal: {goal}\nExamples:\n{examples}\nCreate a short numbered plan.

REASON: Goal: {goal}\nPlan: {plan}\nObservation: {observation}\nHistory:\n{history}\nExamples:\n{examples}\nThink step by step.

ACT: Goal: {goal}\nPlan: {plan}\nReasoning: {reasoning}\nObservation: {observation}\nRespond with one action only.

Python Unified XML Mode

Python ReActLoop detects XML-style prompts when plan_prompt includes markers like <keystrokes or <response>. In that mode, reasoning/commands are parsed from model XML output. Use this only if your environment expects XML-structured actions.