skills/implementation-runner/SKILL.md
Execute a bounded coding task in the Autoflow harness. Use when a specific task has a defined scope, acceptance criteria, and repository context and needs code changes from Codex, Claude Code, or another coding CLI.
npx skillsauth add sxyseo/autoflow implementation-runnerInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Execute one task at a time.
QA_FIX_REQUEST.md exists, read it before making changes.development
Build and maintain the task graph for Autoflow. Use when a spec must be decomposed into executable tasks, dependencies, priorities, and acceptance criteria in a stable machine-readable format.
development
Create or update product specs for Autoflow-style autonomous development. Use when the system needs a scoped implementation spec, interfaces, constraints, risks, or acceptance criteria before task decomposition or coding.
testing
Review Autoflow-generated changes for bugs, regressions, missing tests, and acceptance-criteria gaps. Use after any implementation run and before a task is marked complete or committed.
data-ai
Orchestrate the Autoflow control loop from OpenClaw or another outer agent host. Use when the system must inspect workflow state, choose the next role, dispatch a background run, and close the loop after execution.