Does this skill require manual testing from the user?

No, the agent is built on the principle of self-verification, using browser tools and debug instrumentation to validate all fixes autonomously.

Can I track the progress of the autonomous agent?

Yes, the skill maintains a PLAN.md file throughout execution, documenting issue status, sub-agent assignments, and completion states for every phase.

What happens if a fix causes a regression?

The workflow includes a dedicated Final Validation phase where a sub-agent performs a full regression check using browser tools to ensure no new issues were introduced.

Does it modify code directly?

The orchestrator agent delegates all implementation tasks to sub-agents, which apply changes based on a structured and approved plan.

How does the agent handle multiple issues at once?

It spawns parallel sub-agents to investigate each issue independently, then synthesizes the findings into a unified, phased execution plan.

Autonomous Issue Resolver

Name: Autonomous Issue Resolver
Author: mattermost

bymattermost

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安全与测试

Automates the complete issue resolution lifecycle by orchestrating specialized sub-agents to investigate, fix, and validate code changes.

The Autonomous Issue Resolver transforms Claude into a high-level orchestrator designed to handle complex debugging and bug-fixing tasks with minimal human intervention. Instead of requiring manual direction, it delegates tasks to specialized sub-agents that perform isolated investigations, synthesize structured multi-phase execution plans, and apply code changes. By leveraging integrated browser-based validation and mandatory debug instrumentation, the agent ensures that every resolution is self-verified and regression-tested, making it ideal for clearing bug backlogs and handling sophisticated end-to-end fixes in a production-like environment.

主要功能

01Browser-based validation for end-to-end fix verification

02Comprehensive regression checking to prevent new issue introduction

03Automated synthesis of structured execution plans in markdown

04Mandatory debug instrumentation for execution tracing and observability

05Parallel investigation using isolated sub-agents for multiple issues

061 GitHub stars

使用场景

01Orchestrating multi-phase refactors that require careful planning and sequential execution

02Fixing complex UI/UX bugs that require browser interaction to reproduce and verify

03Resolving a backlog of multiple GitHub issues simultaneously without manual intervention

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add mattermost/mattermost-ai-marketplace issue-resolver

For use in Claude.ai and ChatGPT

Download Skill