worker-integration

Dispatches background worker triggers to specialized agents and tracks execution performance metrics.

11|Updated Jan 20, 2026
One-click install
npx skills add https://github.com/ishandutta2007/claude-agent-orchestration --skill worker-integration-ishandutta2007
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: worker-integration
Source: https://github.com/ishandutta2007/claude-agent-orchestration/tree/main/.claude/skills/worker-integration
Command: npx skills add https://github.com/ishandutta2007/claude-agent-orchestration --skill worker-integration-ishandutta2007

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Coordinating background workers with the right specialized agents is difficult when done manually, and there is no visibility into which agents perform well over time. This Skill automates agent selection for worker triggers and records performance feedback so dispatch decisions improve with execution history. ## Core Features & Use Cases - Trigger-Based Agent Mapping: Maps triggers like ultralearn, optimize, audit, benchmark, testgaps, document, deepdive, and refactor to primary agents, fallbacks, and pipeline phases. - Performance-Based Selection: Selects agents using quality score, success rate, average latency, and execution count, returning a confidence value and reasoning. - Feedback and Benchmark Compliance: Records execution feedback per agent and checks compliance against latency, memory, and quality thresholds. - Use Case: A team running automated code audits can let the audit trigger dispatch to the security-analyst agent, then review integration stats to confirm scan coverage stays above 95%. ## Quick Start Ask the assistant to show agent recommendations and performance metrics for a worker trigger such as optimize using the agentic-flow workers commands.

Frequently Asked Questions about worker-integration

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

FAQPage Schema
How do I dispatch background workers to specialized agents?

Use the agentic-flow workers commands to view agent recommendations for a trigger, such as npx agentic-flow workers agents optimize. The system maps each trigger to primary agents, fallbacks, and pipeline phases automatically.

How does performance-based agent selection work?

Agent selection considers quality score, success rate, average latency, and execution count from prior runs. The selectBestAgent function returns the chosen agent, a confidence value, and reasoning such as selection based on 45 executions with 94.2% success.

Which triggers are supported for worker agent mapping?

Supported triggers include ultralearn, optimize, audit, benchmark, testgaps, document, deepdive, and refactor. Each maps to agents like researcher, coder, performance-analyzer, security-analyst, tester, reviewer, and documenter.

How do I configure worker integration in settings?

Enable it in .claude/settings.json under the workers key by setting enabled, parallel, and memoryDepositEnabled flags. You can also override agentMappings to assign specific agents to each trigger.

How do I check if an agent meets performance benchmarks?

Call checkBenchmarkCompliance with the agent name to get a compliant flag and any violations. Benchmarks define thresholds such as p95 latency under 300ms for coder or scan coverage above 95% for security-analyst.