workspace-maxxing

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.

Runs autonomous improvement loops with benchmark scoring. Use when score plateaued, deeper fixes needed, or after testing identifies patterns.

Improves CONTEXT.md and SYSTEM.md prompts for better agent behavior. Use when workspace score is 80 or lower, prompts need improvement, or after validation identifies content gaps.

Investigates patterns, gathers context, and identifies best practices for workspace design. Use when starting a new workspace, researching workflow patterns, or before architecture planning.

Generates and runs test cases, evaluates results, and identifies gaps. Use when testing workspace quality, generating test cases, or after prompt improvements.

Assesses, installs, and configures tools for the workspace. Use when tools are missing, tool inventory needs updating, or workspace requires specific dependencies.

Checks workspace ICM compliance and benchmarks batch outputs. Use when validating a workspace, checking compliance, running validation, benchmarking batch results, or after making changes to workspace structure.

Executes a single test case against the workspace and produces output. Use when running test cases, executing workspace tasks, or processing stage-specific work.