Plan and follow an agent lifecycle from requirements and scaffolding through evaluation and deployment.
Workflow Automation Skills for Claude Code, Codex & AI Agents
These skills help an agent turn a recurring process into named steps and handoffs. The members cover agent development workflows, academic and literature pipelines, marketing loops, and loop-based task runners.
6 skillsStart here
Coordinate literature research, manuscript drafting, integrity checks, peer review and iterative revision in one staged workflow.
ask-matt
Choose a workflow from Matt Pocock’s engineering and productivity skills.
Marketing Loops
Define recurring agent workflows with cadence, inputs, outputs and review boundaries.
Explore Workflow Automation skills
2 skillsloop-me
Interview the user and develop specifications for recurring workflows.
Nature Literature Pipeline
Automate literature discovery, configurable scoring, reading, delivery and local archival through a scheduled workflow.
Related topics
How to choose Workflow Automation skills
Choose a pipeline entry when the work has research stages, a loop entry for repeated triggers, and a development workflow when the process is part of building an agent.
- Design a repeatable research pipeline
- Turn a marketing loop into explicit steps
- Coordinate an agent workflow with handoffs


