assembler-agent-pattern
Execute work orders and implement code using coding agents and development tools
Execute work orders and implement code using coding agents and development tools
ไฝๆฅญใใญใผใๆ้ ใๅๆใใ่ชๅๅๅฏ่ฝใช่ฆ็ด ใ็นๅฎใใใใฏใผใฏใใญใผๅๆๆใ่ชๅๅๆค่จๆใๆฅญๅใใญใปในๆนๅๆใใพใใฏใฆใผใถใผใไฝๆฅญใใญใผๅๆใ่ชๅๅ่ฆ็ด ใๆฅญๅๆ้ ใใใญใปในๆ้ฉๅใซ่จๅใใ้ใซไฝฟ็จใใใ
Demonstrates loading an external note during execution.
Run the AWK principal workflow (awkit kickoff, principal loop, dispatch worker, check results, review/merge PR). Triggers: awkit kickoff, start-work, NEXT_ACTION, review pr, dispatch worker, autonomous workflow, generate tasks, create task.
Use when you have a written implementation plan to execute. Load plan, review critically, execute tasks in batches with verification.
Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.
Universal script execution pattern via execute-script.py proxy
Generate clean shell scripts following best practices.
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This skill should be used when Claude Code needs to perform basic arithmetic calculations. It provides a Python script that safely evaluates mathematical expressions including addition, subtraction, multiplication, division, exponentiation, and square roots.
Convert raw task input into a machine-safe execution plan or explicitly refuse to proceed. Use before any code changes in unattended/headless mode to ensure deterministic, safe task execution.
Implement AsyncIO patterns for I/O-bound tasks with asyncio.gather, semaphores, and FastAPI async endpoints. Use for concurrent operations, parallel HTTP fetches, rate-limited operations, or async API development. Achieves near-linear scaling with concurrent tasks and minimal overhead. Triggers on "async", "asyncio", "concurrent", "parallel requests", "FastAPI async", "aiohttp", "async Python".
Controlled plan execution with human review checkpoints - loads plan, executes in batches, pauses for feedback. Supports one-go (autonomous) or batch modes.
PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.
Use when user needs PowerShell module design, function structure, reusable libraries, profile optimization, or cross-version compatibility across PowerShell 5.1 and PowerShell 7+.
Expert in rust-script for running Rust files as scripts without compilation setup. Activate when working with .rs or .ers script files, user mentions rust-script, cargo-script, or scripting Rust, writing one-off Rust scripts with dependencies, or using expr, loop, or inline dependency manifests. Proficient in idiomatic Rust patterns, error handling, async, and CLI tooling.
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Python environment setup with uv, shared utilities, and script structure guidelines.
Execute written implementation plans with batch tasks and human checkpoints between batches. WHEN: MUST use when have a plan file to execute. Invoke with "/executing-plans" or "execute this plan", "implement this plan". For plans created by writing-plans skill. WHEN NOT: No plan exists yet (use writing-plans), design phase (use brainstorming), same-session execution.
Execute phase skill for plan management. DUMB TASK RUNNER that executes tasks from TASK-*.toon files sequentially for execute and finalize phases.