Analyze an Anthropic-style skill bundle (SKILL.md + references) and produce a graduation plan that separates deterministic work into extracted Python modules, LLM-as-judge work into typed DSPy/BAML signatures, agentic work into bounded agent loops, and human-in-the-loop gates into durable suspend points. Emit the whole pipeline as a runtime-agnostic intermediate representation (pipeline.yaml) plus runnable code for a target workflow engine (Temporal, Inngest, Restate, or plain async) via pluggable adapters. Trigger phrases: "graduate this skill", "turn this skill into a workflow", "harden this skill", "extract deterministic parts of this skill", "compile skill to pipeline", "make this skill reliable in production", "analyze skill for codification", "emit this skill as a temporal workflow", "rote this skill".
Scheduled morning dashboard for a fulfillment brokerage's deal pipeline. Pulls the #deal-intake Slack channel and Gmail quoting threads, classifies each warehouse-quoting email thread into a 6-step pipeline, scores new (unquoted) opportunities against the deal-scoring rubric, and renders a self-contained three-tab HTML dashboard (New Opportunities | Quoting | Closed).
Scheduled daily executive operations report for a parcel fulfillment network. Auto-pulls shipment-container and dock/dwell spreadsheets from Google Drive and dock-activity emails from Gmail, asks the duty manager for the handful of numbers that live behind interactive dashboards, then assembles a three-section executive summary with a KPI header and color-coded dwell alerts.
Wire a graduated rote pipeline up as an MCP tool so Claude can trigger the deployed workflow directly. Use when the user says "register my graduated pipeline", "serve my pipelines over MCP", "trigger the workflow from Claude", "hook the pipeline up to Claude", or asks what to do after `rote graduate` and deployment. Covers `rote register` and `rote serve` plus the `claude mcp add` wiring.
Graduate (compile) an Anthropic-style skill — a directory with a SKILL.md and optional references/ — into a deterministic, runnable workflow via the rote CLI. Use when the user says "graduate this skill", "compile this skill", "make this skill deterministic", "make this skill faster/cheaper", "turn this skill into a workflow", "turn this skill into code", "harden this skill for production", or complains that a skill is slow, expensive, or unreliable as a background job. Output: a pipeline.yaml IR, extracted code modules, typed LLM-judge signatures, and runtime code for Temporal, Cloudflare Workflows, or DBOS.
End-to-end BDR outreach campaign workflow. Use when running pharma/biotech outreach campaigns: finding leads via ZoomInfo, enriching conference attendee lists, uploading contacts to HubSpot CRM, managing lists, running exclusion checks (do-not-contact, recently emailed, active sequence), creating/editing sales email templates, and generating pre-enrollment reports. Trigger phrases: "outreach campaign", "BDR campaign", "find contacts for [drug]", "pull leads for [condition]", "who should we reach out to at [company]", "run a lead search", "find RWE contacts", "filter conference list to pharma", "enrich conference attendees", "add contacts to hubspot", "upload contacts", "campaign enrollment", "hubspot sequence", "do not contact list", "check if recently emailed", "edit sequence template", "sales template", "sequence email", "hubspot outreach", "sales sequence", "build outreach list from conference".