Prompt Library

Copyable, model-agnostic cement prompts with built-in advisory/authority constraints: triage and domain task templates (“Agent Task Template”), plus end-to-end workflow examples (“Agent Workflow Example”) that chain schemas, prompts, and domain pages into advisory handoffs.

10 pages

• Bearing Temperature Rise Review (Agent Task Template)

  Structured task template that helps an AI agent collect bearing, lubrication, load, vibration, and recent-maintenance context for a bearing-temperature rise, then route to reliability/maintenance review — authorizing no field action.

  A copyable, model-agnostic task template for a first pass on a bearing-temperature rise. It guides an agent to read temperature as a trend against load and ambient, gather lubrication and vibration context, note recent maintenance, and route to reliability/maintenance — never authorizing re-greasing, adjustment, or any work on running or energized equipment. Advisory only and safety-first.

  Category: reliability · Users: reliability-engineer, maintenance, process-engineer, control-room-operator, ai-agent · Updated: 2026-06-27

• Dust Collector Trend Review (Agent Workflow Example)

  A copyable, model-agnostic workflow template that helps an AI agent take a reported dust-collector differential-pressure trend, capture it as a plant-issue-intake record, run the review-only troubleshooting page, and produce an advisory triage handoff routed to maintenance/reliability or environmental authority — authorizing no field action and stating no values.

  A workflow example that chains the dust-collector differential-pressure troubleshooting page with the Plant Issue Intake and Agent Triage Handoff schemas. It captures a reported DP trend, asks for the missing observations needed to tell a measurement fault from a media/cleaning/process cause, and emits an advisory handoff routed to maintenance/reliability (and to environmental authority for any opacity / bag-leak / permit-relevant indication). Advisory and review-only — it never instructs anyone to operate, adjust, bypass, restart, isolate, open, or enter the collector, states no DP/alarm/acceptance values, and makes no emissions or compliance determination.

  Category: operations · Users: control-room-operator, reliability-engineer, maintenance, process-engineer, environmental-coordinator, ai-agent · Updated: 2026-06-27

• Finish Mill Ventilation Trend Review (Agent Workflow Example)

  A copyable, model-agnostic workflow template that helps an AI agent take a reported finish-mill high-differential-pressure / poor-ventilation trend, capture it as a plant-issue-intake record, run the review-only troubleshooting page, and produce an advisory triage handoff routed to authorized operations and maintenance/reliability — authorizing no field action and stating no values.

  A workflow example that chains the finish-mill high-DP / poor-ventilation troubleshooting page with the Plant Issue Intake and Agent Triage Handoff schemas. It captures a reported mill-DP / airflow / sweep trend, asks for the missing observations needed to tell a measurement fault from a mill-filling / ventilation / dust-collector / separator cause, and emits an advisory handoff routed to authorized operations and maintenance/reliability (and to environmental authority for any opacity / bag-leak indication). Advisory and review-only — it never instructs anyone to operate, adjust, bypass, restart, isolate, open, or enter the mill or its equipment, states no DP/airflow/temperature/acceptance values, and concludes no root cause.

  Category: operations · Users: control-room-operator, process-engineer, reliability-engineer, maintenance, production-supervisor, ai-agent · Updated: 2026-06-27

• Kiln Upset Intake & Routing (Agent Task Template)

  Structured task template that helps an AI agent gather kiln-upset context, route to the right process/troubleshooting pages, and produce an advisory summary — authorizing no action.

  A copyable, model-agnostic task template for the first pass on a reported kiln upset. It guides an agent to collect symptoms, recent trends, operating context, and safety/environmental constraints; capture them with the plant-issue-intake schema; retrieve the relevant kiln-upset, preheater, calciner, burning-zone, and cooler pages; and draft an advisory, routed summary. Safety-first and advisory only — it never authorizes operation, fuel/air, feed, or any control or field change.

  Category: operations · Users: process-engineer, kiln-operator, control-room-operator, production-supervisor, ai-agent · Updated: 2026-06-27

• Plant Issue Intake & Triage (Agent Task Template)

  A model-agnostic task template that helps an AI agent normalize a messy plant issue report into the plant-issue-intake schema, flag safety/authority concerns, route to the right domain pages/templates, and produce an advisory handoff — authorizing no action and diagnosing nothing conclusively.

  A copyable, model-agnostic triage template that turns an unstructured plant report into a normalized intake record, safety/authority flags, a likely domain area, retrieval targets, a recommended next template/page, and escalation/routing. It is the front door to the other task templates. Safety-first and advisory only — it stops at routing, never authorizes operation, shutdown, restart, control changes, product release/hold, environmental determinations, maintenance action, or safety decisions, and never concludes a diagnosis.

  Category: operations · Users: process-engineer, control-room-operator, production-supervisor, qc-lab, reliability-engineer, maintenance, ai-agent · Updated: 2026-06-27

• Preheater Restriction Trend Review (Agent Workflow Example)

  A copyable, model-agnostic workflow template that helps an AI agent take a reported preheater restriction / cyclone-plugging trend, capture it as a plant-issue-intake record, run the review-only troubleshooting page, and produce an advisory triage handoff routed to authorized operations and process engineering — authorizing no field action and stating no values.

  A workflow example that chains the preheater cyclone-plugging troubleshooting page with the Plant Issue Intake and Agent Triage Handoff schemas. It captures a reported stage pressure-drop / temperature-split / material-flow trend, asks for the missing observations needed to tell a measurement fault from a buildup / raw-meal / combustion / draft cause, and emits an advisory handoff routed to authorized operations and process engineering (and to qualified personnel for any cleaning or entry, and environmental authority for any emissions indication). Advisory and review-only — it never instructs anyone to operate, adjust, poke/clean, bypass, restart, isolate, or enter the preheater, states no pressure/temperature/acceptance values, and concludes no root cause.

  Category: operations · Users: control-room-operator, process-engineer, kiln-operator, production-supervisor, ai-agent · Updated: 2026-06-27

• QC Out-of-Trend Review (Agent Task Template)

  Structured task template that helps an AI agent review an out-of-trend QC/lab result, separate sample/test/process possibilities, and prepare an advisory summary for QC/process review — making no release or spec decision.

  A copyable, model-agnostic task template for a first pass on an out-of-trend lab or process result. It guides an agent to gather the result with its method/age/sample context, rule out sampling and testing causes before process causes, retrieve the relevant QC and troubleshooting pages, and draft an advisory summary for QC/process review. Advisory only — it never approves, rejects, releases, or holds product, and never sets or quotes limits.

  Category: lab · Users: qc-lab, cement-chemist, process-engineer, production-supervisor, ai-agent · Updated: 2026-06-27

• Raw Mix Correction Advisor (Prompt)

  Structured prompt that helps an AI assistant reason about raw mix corrections from current chemistry and targets.

  A copyable, model-agnostic prompt that asks the assistant to compute moduli, compare to targets, identify the limiting oxide, and propose candidate proportioning adjustments as options to verify in the lab — never as authorized setpoint changes. Built-in constraints keep the output advisory.

  Category: process-chemistry · Users: process-engineer, qc-lab, ai-agent · Updated: 2026-06-25

• Safety Observation To Handover (Agent Workflow Example)

  A copyable, model-agnostic workflow template that helps an AI agent capture a reported safety-relevant condition as a Safety Observation record, route it to the site safety authority (or emergency procedure when applicable), and carry it forward into the shift handover — without classifying hazards, declaring anything safe, or assigning corrective action.

  A workflow example that chains the Safety Observation schema with the Shift Handover schema. It captures an observed safety-relevant condition (housekeeping, access/egress, dust, traffic, energy-isolation concern, near-miss, etc.) as a neutral record, routes it to the site safety authority — or, for an imminent hazard, to the site emergency procedure — and then carries the open item forward into the next shift's handover. Advisory and observational only: it never classifies a hazard, declares a condition or area safe, assigns or authorizes corrective action, or makes a compliance/legal conclusion.

  Category: operations · Users: safety-coordinator, supervisor, control-room-operator, reliability-engineer, maintenance, ai-agent · Updated: 2026-06-27

• Shift Handover From Open Issues (Agent Workflow Example)

  A copyable, model-agnostic workflow template that helps an AI agent roll up the shift's open advisory handoffs into a single shift-handover record and route unresolved decisions to their human owners — authorizing no action.

  An end-of-shift workflow example that chains existing assets: it takes the advisory triage handoffs produced during a shift (Agent Triage Handoff shape) plus any open plant-issue-intake records, and consolidates them into one Shift Handover record for the next shift. It carries each open issue forward with a qualitative status, names the human owner of every pending decision, and lists what the next shift should watch. Advisory only — it never authorizes operation, shutdown, restart, product release/hold, field work, safety clearance, or compliance conclusions; it records status and routes, nothing more.

  Category: operations · Users: control-room-operator, production-supervisor, process-engineer, reliability-engineer, qc-lab, ai-agent · Updated: 2026-06-27