Creates structured, deterministic AI workflow workspaces using ICM methodology. Use when user asks to 'build a workspace', 'create a workflow', 'automate a process', 'validate this workspace', or 'create an agent'.
Creates structured, deterministic AI workflow workspaces using ICM methodology. Use when user asks to 'build a workspace', 'create a workflow', 'automate a process', 'validate this workspace', 'run test cases', or 'create an agent'.
Improves CONTEXT.md and SYSTEM.md prompts for better agent behavior. Use when prompts need improvement or after validation identifies content gaps.
Generates and runs test cases, evaluates results, and identifies gaps. Use when testing workspace quality, generating test cases, or after prompt improvements.
Checks workspace ICM compliance. Use when validating a workspace or checking compliance.
Generates and runs test cases, evaluates results, and identifies gaps. Use when testing workspace quality, generating test cases, or after prompt improvements.
Designs workspace structure, plans folder layout, and creates the build plan. Use when planning workspace structure, designing folder hierarchy, or after research phase.
Applies targeted fixes to failing test case outputs. Use when fixing failed worker outputs, improving low-scoring results, or addressing validator findings.