Weekly AI insights —
Real strategies, no fluff. Unsubscribe anytime.
Already ran Hunt Quick? Now fix everything. Hunt Fix reads the existing report, creates a dependency-aware fix plan with KEYMAKER, then deploys 9 specialized fixer agents to resolve every issue. Each fix is verified before moving to the next. No re-crawling, no re-hunting — straight to resolution.
The 'Hunt Fix from Report' skill within Agentik {OS} dramatically streamlines the issue resolution process by eliminating redundant 'hunting' phases. Instead of re-analyzing a system for problems, this skill leverages an existing `.hunt/report.json` file generated from a prior Agentik hunt. Upon ingestion of this report, the proprietary KEYMAKER DAG planning engine intelligently constructs a Dependency-Aware Directed Acyclic Graph (DAG) of necessary fixes. This DAG ensures that interdependent issues are addressed in the correct sequence, preventing cascading failures or incomplete resolutions. A team of nine specialized fixer agents, each proficient in distinct issue categories (e.g., security vulnerabilities, performance bottlenecks, database inconsistencies, API integration errors), then systematically executes the fixes outlined in the DAG. Each proposed fix undergoes rigorous verification by a dedicated agent before being marked as resolved, guaranteeing the efficacy and stability of the solution. This capability allows businesses to achieve rapid, reliable, and intelligently sequenced problem resolution, significantly reducing downtime and developer resource allocation for re-investigation.
Capabilities
Every feature is production-tested across multiple client projects.
Reads existing .hunt/report.json from previous hunt
KEYMAKER creates dependency-aware fix DAG
9 specialized fixer agents for different issue types
Each fix verified before marking as resolved
Use Cases
Real-world scenarios where this skill delivers measurable results.
After a new software deployment, an Agentik hunt identifies several critical bugs. Instead of manual developer investigation, 'Hunt Fix from Report' directly consumes the hunt report and orchestrates the fixes, drastically reducing time-to-resolution and ensuring system stability faster.
A nightly CI/CD pipeline includes an Agentik hunt, which occasionally flags new regressions. This skill automatically initiates fixes based on the generated report, ensuring that the main branch remains clean and functional without human intervention, accelerating development cycles.
A scheduled security audit (powered by Agentik) uncovers multiple vulnerabilities. 'Hunt Fix from Report' uses the audit report to deploy targeted patches and configuration changes, minimizing exposure windows and maintaining compliance with security standards.
Benefits
Key advantages of deploying this skill in your workflow.
Eliminates re-investigation time, allowing fixes to begin immediately after a report is generated.
KEYMAKER's DAG ensures fixes are applied in the correct order, preventing reintroduction of issues.
Specialized agents and automated verification reduce the need for manual developer oversight.
Every fix is verified before being marked resolved, ensuring the stability and integrity of the system.
Workflow
From zero to production-ready in minutes.
Read .hunt/report.json from previous hunt run.
KEYMAKER creates a DAG of fixes ordered by dependency.
9 fixer agents resolve issues in dependency order.
Verify each fix, then issue GO/NO-GO verdict.
FAQ
Common questions about Hunt Fix from Report.
A standard Agentik hunt actively scans and identifies issues within a system. 'Hunt Fix from Report,' on the other hand, does not perform a new scan. It takes an existing `.hunt/report.json` file from a previous hunt and focuses solely on planning and executing the fixes for the issues already identified in that report.
The nine specialized fixer agents are designed to handle a broad spectrum of issues, including but not limited to, code errors, configuration discrepancies, database inconsistencies, security vulnerabilities, performance bottlenecks, and API integration problems. Each agent possesses deep expertise in their respective domain to ensure effective resolution.
KEYMAKER analyzes the dependencies between identified issues within the report. It then constructs a Directed Acyclic Graph (DAG) that maps out the optimal sequence for applying fixes. This ensures that a fix for one issue doesn't break another, or that prerequisite issues are resolved before dependent ones are tackled.
Book a discovery call and we will set up Hunt Fix from Report as part of your AI-powered development pipeline.