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Continue lets you create agents that review every pull request. Each agent runs as a GitHub check: green if the code looks good, red with a suggested diff if not. Agents are markdown prompts describing the standards you want to enforce. They can be defined at continue.dev or in your repo at .continue/agents/. For example, you could use this agent as a starting point, or you could create the following file in your repository:
.continue/agents/security-review.md
---
name: Security Review
description: Review PR for basic security vulnerabilities
---

Review this PR and check that:

- No secrets or API keys are hardcoded
- All new API endpoints have input validation
- Error responses use the standard error format

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Get started

  1. Connect GitHub at continue.dev
  2. Create an agent
  3. Open a PR. The agent will show up as a check in GitHub.
  4. If changes are suggested, click the check in GitHub to review. Accept or reject the suggestion to make the check pass. You can undo either action: undoing a rejection resets the check to pending; undoing an acceptance creates a revert commit on the PR.

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Preconfigured Cloud Agents

Code Security Review

Performs a comprehensive security audit for OWASP Top 10 vulnerabilities and security best practices.

Improve Test Coverage

Make incremental improvements to test coverage every day.

Update AGENTS.md

Keep your AGENTS.md continuously synced with your codebase.

Draft Changelog Update

Create a draft update to CHANGELOG.md based on recent changes in a pull request.