About workflow-builder
workflow-builder is a skill for authoring minimal adapters that dispatch explicitly supplied independent operations once. It suits callers who need straightforward execution without turning the script into an orchestrator.
Key features
- 01Explicit inputs, executors, scopes, and outputs
- 02At-most-once operation dispatch
- 03Parallel work requires disjoint write scopes
- 04Per-operation output or error reporting
- 05No retries, selection, or orchestration state
Use cases
- 01Dispatch a fixed set of independent operations
- 02Run parallel operations with proven disjoint write scopes
- 03Demonstrate dispatch count and error reporting with a dry run
Install
Copy the command and run it in a terminal.
npx skills add https:/ / github.com/ boshu2/ agentops --skill workflow-builderAfter installing, type/workflow-builderin Claude Code to confirm it loaded.
Details
From the project READMEWorkflow Builder — one-shot adapter authoring
Build a thin adapter only when a caller needs to dispatch an explicit set of independent operations. A workflow is convenience code, never a correctness or lifecycle authority.
At-most-once dispatch over explicit inputs is the whole safety argument: a workflow that cannot retry or select work cannot compound a failure, so the worst case is one reported error per operation.
Named failure mode — framework gravity: a one-shot script growing config files, plugin hooks, and a state store until it is an unrequested orchestrator.
Anti-pattern: adding retry-on-failure "just for robustness". Corrective: report the per-operation error and stop; the caller owns whether anything runs again.
Contract
- Inputs, executors, write scopes, and outputs are supplied explicitly.
- Each operation is dispatched at most once.
- Parallel operations must have caller-proven disjoint write scopes.
- The workflow reports per-operation output or error and then stops.
- It contains no work selection, retry, budget, queue, tracker, validation, Git, integration, closure, release, or delivery logic.
- Optional substrate state cannot be translated into RPI or verdict state.
Prefer the smallest script supported by the target runtime. Include a dry-run or fixture demonstrating exact dispatch count and failure reporting. Do not create a new framework or SDK abstraction unless the caller explicitly requests one.