ben-alkov

Fan-out parallel specialists for concurrent analysis. Dispatch read-only reviewers, researchers, and analyzers against a target.

Dispatch a swarm using any orchestration pattern. Routes to the appropriate pattern-specific skill based on the selected preset.

Map-reduce orchestration. Parallel mappers process input chunks independently, then a dedicated reducer merges all outputs.

Pipeline and task-graph orchestration. Sequential stages with dependency edges — linear chain or arbitrary DAG.

Speculative orchestration. Competing implementations in isolated worktrees, evaluated by a judge who selects the winner.

Self-claiming pool orchestration. Workers race to claim tasks from a shared pool, loop until the pool is empty.

reads and loads conversation context from ".claude/context" directory

writes the current context to the ".claude/context" directory. ONLY use this after `/compact` has been executed.

analyzes and optimizes prompts/agents using best practices

Analyzes and optimizes skills, agents, and prompts for Claude Code. Evaluates frontmatter configuration, tool alignment, instruction quality, and execution context. Use when skills produce inconsistent results, don't leverage tools effectively, or need modernization

reviews uncommitted changes and suggests improvements

Systematic debugging specialist using first-principles thinking. Use when standard debugging fails, errors persist after 2+ fix attempts, or for complex distributed system issues, performance degradation, and intermittent failures