> ## Documentation Index
> Fetch the complete documentation index at: https://praison.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Skill Review Protocol • AI Agent SDK

> SkillReviewProtocol: Policy for the autonomous skill self-improvement loop.

# SkillReviewProtocol

> Defined in the [**protocols**](https://praison.ai/docs/sdk/reference/praisonaiagents/modules/protocols.md) module.

AI Agent

Policy for the autonomous skill self-improvement loop.

After a task finishes, an opt-in guarded review pass asks the agent
whether the session revealed a reusable technique worth capturing as a
skill. `should_review` decides *whether* to run the pass and
`review_prompt` produces the directive given to the agent. Both take a
lightweight trajectory dict so wrappers/plugins can swap the policy
without depending on core internals.

## Methods

> [card] [should\_review()](https://praison.ai/docs/sdk/reference/praisonaiagents/functions/SkillReviewProtocol-should_review.md)
>
> Return True if the finished session warrants a skill review.

> [card] [review\_prompt()](https://praison.ai/docs/sdk/reference/praisonaiagents/functions/SkillReviewProtocol-review_prompt.md)
>
> Return the directive prompt for the guarded review turn.

## Source

> [card] [View on GitHub](https://github.com/MervinPraison/PraisonAI/blob/main/src/praisonai-agents/praisonaiagents/skills/protocols.py#L201)
>
> `praisonaiagents/skills/protocols.py` at line 201

***

## Related Documentation

> [card] [Skills Concept](https://praison.ai/docs/docs/concepts/skills)

> [card] [Skills Feature](https://praison.ai/docs/docs/features/skills)


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