creating-workflows

Multi-phase workflows orchestrate sequential or parallel agent tasks using claude-flow. Design phases for kickoff, verification, and retry logic; claude-flow coordinates agents, injects context between phases, and handles failures intelligently. This pattern automates CI/CD pipelines, feature implementation, refactoring, and deployments.

Implement context-aware retry loops that preserve state from failed phases and re-inject it into subsequent attempts. Detect silent failures through verification phases, log outcomes, and use dry-run capabilities to test recovery paths before executing workflows in production.

Yes. Use jelmore to achieve shell-context independence, decoupling workflow logic from environment-specific commands. This enables workflows to run across different systems and CI/CD platforms without rewriting orchestration code for each target environment.

Claude-flow provides orchestration patterns for parallel and sequential multi-agent coordination. Define agent roles per phase, route outputs between agents as inputs, and use verification phases to validate agent results before proceeding to dependent phases.

Standardized templates cover kickoff, verification, retry, and rollback patterns. Copy a template matching your use case—CI/CD, feature implementation, or refactoring—customize phase logic and agent roles, then validate with dry-run before deployment.

Use orchestration when workflows require multi-phase coordination, intelligent retry logic, context injection between phases, failure detection, or reproducible execution across environments. Manual scripts lack built-in verification, context management, and structured failure handling.