droid-exec
Spawn focused subagent tasks via `droid exec`. Use for parallel processing, isolated operations, or delegating work that benefits from fresh context.
Spawn focused subagent tasks via `droid exec`. Use for parallel processing, isolated operations, or delegating work that benefits from fresh context.
Run user-defined macOS Shortcuts for custom automation workflows. Use when user wants to trigger a Shortcut by name or execute a custom automation.
Orchestrate multiple Codex CLI workflows using done-signal files, optional locks, and simple dependencies.
Specialized development workflow for Loop, an Electron-based desktop writing application for professional authors. Use when developing Loop's 3-layer architecture, managing 200+ type-safe IPC handlers, implementing AI integrations, or working with the ApplicationBootstrapper system.
Deterministic BeatLab pipeline utilities (validate, render grid, export MIDI/WAV). Use for running scripts instead of reasoning about validation/rendering.
Analyzes legacy JCL (Job Control Language) scripts to assist with migration to modern workflow orchestration and batch processing systems. Extracts job flows, step sequences, data dependencies, conditional logic, and program invocations. Generates migration reports and creates implementation strategies for Spring Batch, Apache Airflow, or shell scripts. Use when working with mainframe job migration, JCL analysis, batch workflow modernization, or when users mention JCL conversion, analyzing .jcl/.JCL files, working with job steps, procedures, or planning workflow orchestration from JCL jobs.
Senior Python developer for Python 3.11+. Use for type-safe, async, production-ready code.
Real-world ROI case study for healthcare content automation pipeline. Clรญnica Mente Saudรกvel case with validated metrics - 99.4% time reduction (4h15m to 1.5min), 92.4% cost reduction (R$192.50 to R$14.70), +180% monthly ROI turnaround. Includes detailed cost breakdown, optimization strategies, and business impact analysis. Use when evaluating ROI, presenting business case, or validating automation benefits.
Manejo de tareas asรญncronas con 'arq' (Redis) para escalar la ingesta y procesos pesados.
Automatically applies when writing Python functions that call async operations. Ensures proper async/await pattern usage (not asyncio.run) to prevent event loop errors.
Develop, test, and register PMC workflows. Workflows are JSON state machines for Claude CLI, shell, sub-workflows. WORKFLOW: 1. DEFINE - Create workflow JSON with states, transitions 2. VALIDATE - pmc validate <workflow.json> 3. MOCK - Create mock scripts for each state 4. TEST MOCK - pmc run --mock to test transitions 5. TEST REAL - pmc run with real data 6. REGISTER - Add to registry.json Use when: - User says "create workflow", "new workflow", "automate" - Automating repetitive multi-step processes - Building CI/CD or development pipelines
Execute Python code in an isolated environment for calculations, file generation, and data processing
Use when writing or reviewing Bash scripts to apply defensive programming patterns including strict mode, proper error handling, safe variable handling, argument parsing, and idempotent design. Ensures scripts are robust, maintainable, and production-ready.
ะญะบัะฟะตัั ะฟะพ runbooks. ะัะฟะพะปัะทัะน ะดะปั ัะพะทะดะฐะฝะธั ะพะฟะตัะฐัะธะพะฝะฝัั ะฟัะพัะตะดัั, incident response ะธ maintenance ะดะพะบัะผะตะฝัะฐัะธะธ.
็ผๅ็จไบๆฐๅไธๆๆฏๆ้ๅ ฌๅธH3C็ฝ็ป่ฎพๅค่ชๅจๅๆต่ฏ่ๆฌใๆฏๆๅ จๅบๆฃ็ดขใ่ฟญไปฃไผๅ็ญ็ฅไปฅๅ่ฟ็จๆๆกฃ่ชๅจๅฝๆกฃใ
Python ํ๋ก์ ํธ ์คํ, ํ ์คํธ, ๋ฌธ๋ฒ ๊ฒ์ฌ, ์ํฌํธ ๊ฒ์ฆ์ ์ํ ์คํฌ. `scripts/python-runner.sh`๋ฅผ ์ฌ์ฉํฉ๋๋ค.
Instructions for installing the Synth CLI (synthetic data generator) on macOS or Windows.
Run X07 programs in run-os / run-os-sandboxed worlds using x07-os-runner, producing machine-readable runner reports.
Securely delete files beyond recovery using overwriting techniques, ensuring data privacy and compliance with data protection regulations
Execute an Output SDK workflow synchronously and wait for the result. Use when running a workflow and needing immediate results, testing workflow execution, or getting the output directly in the terminal.
Use when writing shell scripts that need to run across different systems, shells, or environments. Covers POSIX compatibility and platform differences.
Execute PowerShell commands on Windows systems with security constraints