AITeamGuide

AITeamGuide Hub · Playbook

Fix production bugs with a coding agent and a security check

Let a coding agent pick up an error from Sentry, write the fix and tests, and open a pull request that a security skill reviews before a person merges.

PlaybookBy AITeamGuideSoftware developmentSecurity

Key facts

Type
Playbook
Jobs it fits
Fix bugs and ship small features; Audit code for vulnerabilities
Fields
Software development, Security
Works with
Claude Code, Codex, Cursor
Author
@aiteamguide
Added to the Hub
October 21, 2026

Written by AITeamGuide from the tools' own docs. We haven't run it end to end in production; test with your own data first.

The recipe

  1. 1. Read the error

    The Sentry MCP gives the agent the stack trace and context.

    Sentry MCP and agent toolkit

  2. 2. Fix with a plan

    Use Superpowers so the agent plans and writes tests first, with current docs from Context7.

    Superpowers Context7

  3. 3. Open the PR

    The GitHub MCP server opens the pull request.

    GitHub MCP Server

  4. 4. Security review

    Run Trail of Bits skills on the diff, and vet any new skill or MCP server with SkillSpector before installing it.

    Trail of Bits Skills SkillSpector

Install / Use it

By AITeamGuide · free to copy

Download playbook (.md)

Prefer a ready-made product?

Commercial agents for the same job, with real prices: Claude Code, OpenAI Codex, Cursor, GitHub Copilot, all coding agents.

More from the Hub

Summary written by AITeamGuide in our own words. GitHub numbers come from the public GitHub API and refresh daily. Maintainer and want a correction or removal? Tell us. Got something similar? Submit it to the Hub.