autofix

Automates triage of Sentry/log errors by cross-referencing codebase and PRs.

20|3|Updated Feb 22, 2026
One-click install
npx skills add https://github.com/HerbertJulio/specialist-agent --skill autofix-herbertjulio
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autofix
Source: https://github.com/HerbertJulio/specialist-agent/tree/main/skills/autofix
Command: npx skills add https://github.com/HerbertJulio/specialist-agent --skill autofix-herbertjulio

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automate triage of production errors by cross-referencing issues from Sentry or logs with the codebase, prioritizing by impact, and surfacing or creating fixes through PRs.

Core Features & Use Cases

  • Detects error sources (Sentry or log files) and aggregates relevant context.
  • Cross-references issues with recent commits and open PRs to identify fixes or ongoing work.
  • Prioritizes errors by severity, frequency, and user impact to guide remediation.
  • Optionally auto-creates fix PRs and tracks the remediation workflow.

Quick Start

Run the autofix workflow to triage recent errors and generate fix PRs.

Frequently Asked Questions about autofix

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate Sentry error triage with my codebase?

Automate Sentry error triage by cross-referencing production issues with your codebase and open pull requests to prioritize fixes by severity and user impact. This workflow aggregates error context and identifies ongoing work to safely guide remediation.

How does cross-referencing log errors with open PRs work?

Cross-referencing log errors with open pull requests identifies recent commits or ongoing work related to the failure. This mechanism aggregates error context from log files and matches it against git history to surface existing fixes or highlight needed changes.

What is the best way to prioritize production errors in CI/CD environments?

Prioritize production errors in CI/CD environments by evaluating severity, frequency, and user impact. This triage workflow cross-references error sources with multiple repositories to guide remediation efforts and ensure high-impact issues are resolved first.

Can I automatically generate fix pull requests from log errors?

You can automatically generate fix pull requests from log errors by running the triage workflow. It optionally creates fix PRs and tracks the remediation workflow to ensure safe, auditable error resolution across your services.

Does this error triage workflow work across multiple repositories?

This error triage workflow supports error-heavy services across multiple repositories. It cross-references Sentry issues or log errors with git history and open PRs across your codebase to prioritize fixes by impact and frequency.

When should I not use automated error triage for production issues?

Avoid automated error triage when your services lack proper CI/CD integration or Sentry logging. The workflow requires auditable git history and open PRs to safely cross-reference issues and generate fix pull requests.