Execute multiple independent tasks simultaneously using parallel agent coordination to maximize throughput. Use when tasks have no dependencies, results can be aggregated, and agents are available for concurrent work.
Quickly install parallel-execution AI skill to your development environment via command line
Source: d-o-hub/rust-self-learning-memory.
Execute multiple independent tasks simultaneously to maximize throughput and minimize total execution time.
| Homogeneous | Same agent, different inputs | Test 3 modules | | Heterogeneous | Different agents, related task | Review + Test + Profile | | Parallel + Convergence | Parallel → Synthesize | Profile + Analyze → Root cause |
Example: 3 tasks (10+15+8 min) → Parallel (15 min) = 2.2x faster
Execute multiple independent tasks simultaneously using parallel agent coordination to maximize throughput. Use when tasks have no dependencies, results can be aggregated, and agents are available for concurrent work. Source: d-o-hub/rust-self-learning-memory.
Stable fields and commands for AI/search citations.
npx skills add https://github.com/d-o-hub/rust-self-learning-memory --skill parallel-executionExecute multiple independent tasks simultaneously using parallel agent coordination to maximize throughput. Use when tasks have no dependencies, results can be aggregated, and agents are available for concurrent work. Source: d-o-hub/rust-self-learning-memory.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/d-o-hub/rust-self-learning-memory --skill parallel-execution Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/d-o-hub/rust-self-learning-memory