DELIVER

Activation

Learn the customer, business, technology, AI, controls, and KPIs for activation.

Learning model: business goal → customer journey → systems/data → failure modes → AI opportunity → human control → KPIs.

Agent patterns

Activation Copilot

Copilot for Activation, using approved data and bounded actions.

Blueprint

Activation Monitor

Monitor for Activation, using approved data and bounded actions.

Blueprint

Activation Recovery Agent

Recovery Agent for Activation, using approved data and bounded actions.

Blueprint

Activation Analyst Agent

Analyst Agent for Activation, using approved data and bounded actions.

Blueprint

Activation QA & Control Agent

QA & Control Agent for Activation, using approved data and bounded actions.

Blueprint

36 prompts

/human

Activation — /human

/human Explain Activation to a fresher using a human story, then a D2C example, workflow, risks, and KPIs.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/visualize

Activation — /visualize

/visualize Visualize Activation as an end-to-end D2C flow with customer actions, systems, decisions, exceptions, and outcomes.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/diagram

Activation — /diagram

/diagram Create an architecture diagram for Activation, showing storefront, services, APIs, data, events, and human approvals.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/flowchart

Activation — /flowchart

/flowchart Create a decision flowchart for Activation, including normal path, exception path, retry, escalation, and safe stop.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/mindmap

Activation — /mindmap

/mindmap Create a mind map for Activation: customer, business, data, technology, AI, risks, KPIs, and owners.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/analysis

Activation — /analysis

/analysis Analyse Activation performance for a fictional D2C electronics business. Segment results, find root causes, quantify impact, and recommend actions.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/RCA

Activation — /RCA

/RCA Create an RCA for a failure in Activation: timeline, symptoms, hypotheses, evidence, root cause, containment, corrective action, prevention, and owner.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/BRD

Activation — /BRD

/BRD Write a detailed BRD for improving Activation: problem, users, scope, process, rules, integrations, errors, analytics, acceptance criteria, and exclusions.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/PRD

Activation — /PRD

/PRD Create a product requirements document for an AI-enabled Activation capability with user needs, UX, logic, APIs, controls, metrics, and rollout.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/userstories

Activation — /userstories

/userstories Write user stories and acceptance criteria for Activation across customer, operations, support, product, and admin personas.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/testcases

Activation — /testcases

/testcases Generate 50 test cases for Activation: happy, negative, boundary, integration, performance, security, accessibility, and business-rule cases.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/UAT

Activation — /UAT

/UAT Create a UAT plan for Activation with scenarios, preconditions, data, steps, expected result, owner, severity, and sign-off.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/API

Activation — /API

/API Design APIs for Activation: endpoints, request/response JSON, validation, idempotency, errors, auth, rate limits, and observability.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/JSON

Activation — /JSON

/JSON Create realistic JSON payload examples for Activation, including success, failure, partial, retry, and exception states.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/SQL

Activation — /SQL

/SQL Write SQL analysis questions and example queries for Activation: funnel, failures, cohorts, anomalies, SLA, and business impact.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/dashboard

Activation — /dashboard

/dashboard Design an executive and operations dashboard for Activation with metric formulas, dimensions, thresholds, alerts, owners, and decisions.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/KPI

Activation — /KPI

/KPI Define a KPI tree for Activation: north-star, leading, lagging, customer, commercial, operational, quality, and risk metrics.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/agent

Activation — /agent

/agent Design an AI agent for Activation: objective, trigger, state, tools, APIs, memory, rules, confidence, approval, audit log, KPIs, and tests.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/multiagent

Activation — /multiagent

/multiagent Design a multi-agent workflow for Activation, separating planner, specialist agents, deterministic services, and human approval.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/automation

Activation — /automation

/automation Map Activation and label every step: deterministic automation, AI assist, agent action, human approval, or human only.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/guardrails

Activation — /guardrails

/guardrails Create AI guardrails for Activation: permissions, PII, policy grounding, confidence, financial thresholds, irreversible actions, audit, and rollback.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/evaluate

Activation — /evaluate

/evaluate Create an evaluation framework for AI in Activation: accuracy, hallucination, precision/recall, latency, cost, safety, and business impact.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/monitor

Activation — /monitor

/monitor Design production monitoring for AI-enabled Activation: technical health, model quality, drift, customer harm, business metrics, and alerts.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/incident

Activation — /incident

/incident Create an incident playbook for Activation: detect, classify, contain, communicate, recover, reconcile, and learn.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/SOP

Activation — /SOP

/SOP Write an operations SOP for Activation with roles, prerequisites, normal process, exception handling, escalation matrix, and daily controls.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/checklist

Activation — /checklist

/checklist Create a launch-readiness checklist for Activation: business, UX, content, data, API, QA, security, analytics, support, and rollback.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/roadmap

Activation — /roadmap

/roadmap Create a 90-day roadmap to improve Activation: baseline, quick wins, experiments, AI opportunities, dependencies, milestones, and KPIs.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/prioritize

Activation — /prioritize

/prioritize Prioritise 15 improvement ideas for Activation using impact, effort, confidence, customer value, risk, and dependency.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/executive

Activation — /executive

/executive Create a one-page executive review for Activation: performance, customer impact, revenue impact, top risks, actions, owners, and decisions.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/interview

Activation — /interview

/interview Create 20 interview questions and model answers about Activation for ecommerce, product, and AI manager roles.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/quiz

Activation — /quiz

/quiz Create a 15-question quiz on Activation: beginner to advanced, with answers and explanations.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/project

Activation — /project

/project Create a portfolio project for Activation using fictional data: problem, dataset, analysis, AI solution, architecture, prompts, evaluation, and presentation.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/promptEvolution

Activation — /promptEvolution

/promptEvolution Improve a weak Activation prompt through beginner, structured, expert, and agent-level versions.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/sales

Activation — /sales

/sales Create five D2C sales scenarios for Activation, including intent, recommendation logic, objection, guardrail, and conversion KPI.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/cs

Activation — /cs

/cs Create five customer-service scenarios for Activation, including customer message, system checks, grounded response, escalation, and KPI.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.

/ops

Activation — /ops

/ops Create five operations scenarios for Activation, with exception, evidence, decision, owner, SLA, and preventive control.

Expected: Structured answer with assumptions, data, workflow, controls, KPIs, and actions.