testdriverexec
Execute shell or PowerShell commands in the sandbox
Execute shell or PowerShell commands in the sandbox
Pause the execution of the script for a specified duration.
Use when user says "create workflow", "create a workflow", "design workflow", "orchestrate", "automate multiple steps", "coordinate agents", "multi-agent workflow". Creates orchestration workflows from natural language using Socratic questioning to plan multi-agent workflows with visualization.
Use when user describes complex multi-step tasks that could benefit from orchestration - guides natural language workflow creation
Create and execute temporary scripts (Python, Node.js, shell) during workflow execution for API integrations, data processing, and custom tools. Use when user needs to interact with external APIs, process data with specific libraries, or create temporary executable code.
Execute AI-generated Python/Bash/Node.js on remote servers via the appmesh Python SDK.
PowerShell scripting rules for Windows environment. Use when running shell commands, Docker operations, or HTTP requests on Windows PowerShell.
Test a Nextflow script by running it, verifying outputs, testing resume functionality, and comparing results with documentation. Use when validating that example scripts work correctly and match their documentation.
Generate or change idiomatic minimal Bash and Python scripts that use bzfs and bzfs_jobrunner for ZFS snapshot
Execute any the-power script with guided parameter input. Covers prerequisites, working directory, output interpretation, HTTP status codes, error patterns, and debugging techniques.
Run the hive experiment loop — autonomous iteration on a shared task. Use when the agent is in a hive task directory and needs to run experiments, submit results, or participate in the swarm. Triggers on "hive", "run hive", "autoresearch", "start experimenting", "join the swarm", "start the loop", or when .hive/task file is detected.
Best practices for high-quality task execution
Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.
Bash script style guide. Always use when writing bash scripts, shell scripts, or CLI bash tools.
Delegate complex, long-running tasks to Manus AI agent for autonomous execution. Use when user says 'use manus', 'delegate to manus', 'send to manus', 'have manus do', 'ask manus', 'check manus sessions', or when tasks require deep web research, market analysis, product comparisons, stock analysis, competitive research, document generation, data analysis, or multi-step workflows that benefit from autonomous agent execution with parallel processing.
Guides performance optimization, profiling techniques, and bottleneck identification. Use when improving application speed, reducing resource usage, or diagnosing performance issues.
CRITICAL skill for executing multiple Task tool calls in a SINGLE message for true parallelism. Essential for efficient multi-task workflows, subagent coordination, and maximizing throughput.
Work a context-repo plan step by step. Reads context/specs/<slug>/plan.md, executes tasks in order on a feature branch with checkpoints, runs tests between steps, appends progress to memory/notes.md, and deletes the plan from plans/active when complete. Use when a plan exists and you want to start (or resume) execution. Keywords: execute plan, work the plan, context repo execute, resume plan
Turn a feature spec into an execution plan. Reads context/specs/<slug>/spec.md, arch/ maps, and repos.toml (if present). Produces specs/<slug>/plan.md as an ordered task DAG with per-task steps, migration ordering, compatibility windows, rollback points, and owners. Flags plans that cross ownership boundaries (monorepo). Forks to keep planning context isolated. Use after /context-repo-spec, or when a feature needs an ordered execution plan. Keywords: feature plan, task DAG, migration plan, context repo plan
Manus 风格的“文件化规划”工作流。用 task_plan.md / findings.md / progress.md 作为持久化工作记忆,配合 Cursor hooks 实现:每次工具前回读计划、写文件后提醒更新、未完成阶段时 stop 自动继续。