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Ops/automation workflow recipe (assess → dry-run → execute → verify → report)
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Based on SOC occupation classification
Fetches AI news from Gmail Google Alerts; invoke via invoke_agent only. Returns date-prioritized list of title and url.
Decompose and solve complex multi-step problems. Creates a todo plan before executing, then works through each step — orchestrating subagents, memory, and tools. Inspired by LangChain plan-and-execute agents.
Analyze a user's codebase against a reference architecture to identify gaps and provide prioritized enhancement recommendations.
Coding workflow recipe (brainstorm → design → spec → plan → implement → review → verify → finish)
General-assistant workflow recipe (clarify → answer concisely → offer next step)
Research workflow recipe (frame question → gather sources → synthesize → cite → answer)
| name | sup-ops |
| description | Ops/automation workflow recipe (assess → dry-run → execute → verify → report) |
| supervisor | {"workflow":"ops","required_capabilities":["shell","reasoning"]} |
When a task asks to run a script, automate a system action, or perform shell-based ops.
