expectation-mapper

Map client expectation origins and dynamics from JTBD or call transcripts.

Updated Mar 5, 2026
One-click install
npx skills add https://github.com/jabberlockie/the-human-stack-plugins-public --skill expectation-mapper
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: expectation-mapper
Source: https://github.com/jabberlockie/the-human-stack-plugins-public/tree/main/plugins/uxinator/skills/expectation-mapper
Command: npx skills add https://github.com/jabberlockie/the-human-stack-plugins-public --skill expectation-mapper

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the critical issue of misaligned expectations in client engagements, which can lead to dissatisfaction and project failure, by providing a structured framework to identify, understand, and manage them proactively.

Core Features & Use Cases

  • Expectation Mapping: Identifies the origins (declared, transferred, inferred, default, social) and dynamics (asymmetry, anchoring, peak-end, compounding, decay) of client expectations.
  • Actionable Architecture: Provides five operations (audit, declare, inoculate, monitor, redirect) to proactively manage expectations.
  • Use Case: Before a major client presentation, use this skill with the client's JTBD analysis to map their expectations, identify potential misalignments, and plan how to explicitly address them during the meeting to ensure a positive outcome.

Quick Start

Use the expectation-mapper skill to audit the expectations for the 'Acme Corp' engagement based on the provided call transcript.

Frequently Asked Questions about expectation-mapper

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I map client expectations from a call transcript?

Map client expectations by analyzing call transcripts to identify expectation origins like declared or inferred, and dynamics like anchoring or compounding. This operationalizes the thesis that emotion equals experience minus expectations to align service relationships.

What is the best way to manage misaligned expectations in client engagements?

Manage misaligned expectations by applying a five-operation architecture: audit, declare, inoculate, monitor, and redirect. This framework proactively identifies origins and dynamics of client perceptions to prevent dissatisfaction and project failure.

How does expectation mapping use JTBD analysis to improve client presentations?

Expectation mapping uses Jobs-to-be-Done (JTBD) analysis to identify potential expectation misalignments before client presentations. This allows you to explicitly address inferred or transferred expectations during the meeting to ensure a positive outcome.

Can I use expectation mapping for any audience or is it limited to specific engagements?

Expectation mapping applies to any client, audience, or engagement. It identifies the full expectation landscape regardless of context by analyzing the origins and dynamics of perceptions to ensure alignment throughout the relationship.

When should I proactively inoculate client expectations during a project?

Inoculate client expectations when mapping reveals asymmetry or anchoring dynamics. This proactive operation redirects potential misalignments early, mitigating the risk of dissatisfaction caused by unmanaged transferred or default expectations.

Why does expectation decay happen and how can I monitor it?

Expectation decay happens as compounding and asymmetry shift client perceptions over time. Monitor these dynamics continuously through the expectation mapping framework to realign declared expectations and maintain service relationship satisfaction.