---
name: transformation-readiness-evaluator
description: "Scores an organization's readiness for major transformation across six weighted dimensions — leadership alignment, culture, talent and skills, technology infrastructure, data maturity, and financial capacity — producing a readiness heatmap, dimension-by-dimension diagnosis, top blockers ranked by severity, and a prioritized readiness-building plan. Use when evaluating whether an organization can absorb a strategic transformation, diagnosing why a change program is stalling, or building a go/no-go case before committing budget."
argument-hint: "[org-context] [transformation-scope]"
allowed-tools: ["Read"]
---

# Transformation Readiness Evaluator

## Purpose
Score an organization's capacity to execute a specific transformation across six critical dimensions, then surface the blockers most likely to derail it and the sequence in which to fix them. Turns a vague "are we ready?" question into a defensible heatmap and a prioritized readiness plan a steering committee can act on.

## When to Use
Invoke this skill when the user asks to:
- Assess whether the organization is ready for a major transformation (digital, operating model, M&A integration, ERP, AI adoption)
- Build a go/no-go readiness case before committing transformation budget
- Diagnose why an in-flight change program is stalling or losing momentum
- Compare readiness across business units, regions, or acquisition targets
- Produce a readiness heatmap or scorecard for a steering committee or board
- Identify the top blockers standing between the org and successful execution

## Inputs Required
Before starting, collect:
- **Transformation scope**: What is changing — the type, size, and time horizon of the transformation
- **Organization profile**: Industry, headcount, structure (functional/divisional/matrix), and geographic footprint
- **Leadership context**: Who sponsors this, how aligned the executive team is, and prior change track record
- **Current-state signals**: Known strengths and pain points across people, technology, data, and finances
- **Prior change history**: Recent transformation attempts and how they landed (succeeded, stalled, failed)
- **Constraints**: Budget envelope, immovable deadlines, regulatory factors
- **Stakeholder tolerance**: Appetite for disruption among leadership, middle management, and frontline staff

If quantitative data is thin, score qualitatively from the signals provided and flag each low-confidence score explicitly.

## Instructions

### Step 1: Score the Six Readiness Dimensions
Rate each dimension on a 1–5 scale (1 = Critical Gap, 2 = Weak, 3 = Developing, 4 = Strong, 5 = Transformation-Ready). For each, evaluate the sub-factors below and assign a score with a one-sentence justification tied to the specific inputs.

**Dimension 1 — Leadership Alignment** (weight: 25%)
The single strongest predictor of transformation success. Score based on:
- Sponsor authority and visible commitment (is there a named, senior, active sponsor?)
- Executive team consensus on the "why" and the destination
- Willingness to reallocate budget, people, and political capital
- Governance clarity — who decides, who is accountable
- Red flag: passive sponsorship, competing executive agendas, or delegation of ownership downward

**Dimension 2 — Culture & Change Appetite** (weight: 20%)
Whether the organization can absorb disruption. Score based on:
- Track record of prior change (repeated failures create scar tissue)
- Middle-management posture — enablers or blockers
- Psychological safety to challenge the status quo
- Change fatigue level (how many initiatives are already in flight)
- Red flag: "we've tried this before" narrative, low trust, or initiative overload

**Dimension 3 — Talent & Skills** (weight: 15%)
Whether the people can do the future-state work. Score based on:
- Presence of critical skills the transformation requires
- Depth of change-capable leaders below the executive tier
- Capacity — do people have bandwidth, or are they fully loaded?
- Ability to hire, reskill, or partner to close gaps in time
- Red flag: dependence on a few key individuals, no reskilling plan

**Dimension 4 — Technology Infrastructure** (weight: 15%)
Whether the technical foundation can support the change. Score based on:
- Modularity and integration health of core systems
- Technical debt and legacy constraints
- Delivery capacity of the technology function
- Security and compliance posture for the new state
- Red flag: brittle monoliths, no integration layer, chronic delivery slippage

**Dimension 5 — Data Maturity** (weight: 15%)
Whether decisions and automation can be trusted. Score based on:
- Data quality, completeness, and single-source-of-truth availability
- Governance, ownership, and access controls
- Analytics and reporting capability
- Readiness for data-dependent use cases (AI, personalization, real-time ops)
- Red flag: siloed data, no governance, "spreadsheet culture"

**Dimension 6 — Financial Capacity** (weight: 10%)
Whether the org can fund the journey and survive the J-curve. Score based on:
- Funding sufficiency for the full scope, not just phase one
- Tolerance for the productivity dip before value is realized
- Business-case rigor and benefits-tracking discipline
- Contingency for overrun and slippage
- Red flag: single-year funding for a multi-year change, no benefits ownership

### Step 2: Build the Readiness Heatmap
Present all six dimensions in a table with score, color band, and weight. Color bands:
- **Red** (1.0–2.4): Critical gap — blocks progress
- **Amber** (2.5–3.4): Developing — needs active work
- **Green** (3.5–5.0): Ready — a foundation to leverage

Calculate the **Weighted Readiness Score** (sum of score × weight) and map it to an overall verdict:
- **< 2.5 → Not Ready** (address foundations before proceeding)
- **2.5–3.4 → Conditionally Ready** (proceed with targeted readiness-building in parallel)
- **≥ 3.5 → Ready to Proceed** (green-light with standard risk management)

### Step 3: Identify and Rank the Top Blockers
Surface the 3–5 blockers most likely to derail execution. Rank by severity, not by dimension order. For each blocker:
- **Blocker**: One sentence naming the specific gap
- **Dimension & score**: Where it sits
- **Consequence if unaddressed**: The concrete failure mode it produces
- **Severity**: Critical / High / Moderate — weighted by dimension importance and score depth

A red score in Leadership Alignment or Culture should almost always rank above a red score in a lower-weighted dimension.

### Step 4: Prioritized Readiness-Building Plan
Sequence the actions to raise readiness, front-loading the highest-leverage moves. For each action:
- What to do (specific, not "improve culture")
- Which dimension and score it lifts
- Rough time horizon (0–30 / 30–90 / 90+ days)
- The signal that confirms the gap has closed

Foundation dimensions (Leadership, Culture) are prerequisites — enabler dimensions (Talent, Technology, Data, Finance) are addressed in parallel or after.

### Step 5: Verdict & Recommendation
State a clear go / conditional-go / not-yet recommendation. Be opinionated. If conditional, name the two or three conditions that must be true before proceeding.

## Output Format
- **Structure**: Heatmap table first, then per-dimension diagnosis, ranked blockers, readiness-building plan, and final verdict
- **Length**: 1,100–1,500 words
- **Format**: Heatmap and blockers as tables; dimension diagnosis and plan as structured bullets; verdict as short prose
- **Sections**: Readiness Heatmap → Weighted Score & Verdict → Six-Dimension Diagnosis → Top Blockers (Ranked) → Readiness-Building Plan → Final Recommendation
- **Tone**: Strategy director — evidence-driven, direct, willing to deliver an uncomfortable "not ready" verdict when the scores warrant it

## Quality Checklist
Before delivering output, verify:
- [ ] All six dimensions are scored on the 1–5 scale with a specific justification tied to the inputs
- [ ] The weighted readiness score is calculated using the stated weights (25/20/15/15/15/10) and mapped to a verdict
- [ ] Every dimension score is color-banded (Red/Amber/Green) consistently with its number
- [ ] Between 3 and 5 blockers are ranked by severity, not by dimension order, each with a named consequence
- [ ] The readiness plan sequences foundation dimensions ahead of enabler dimensions
- [ ] Low-confidence scores (from thin data) are flagged explicitly rather than presented as firm

## Notes
- Leadership alignment and culture carry the most weight because transformations rarely fail on technology — they fail on sponsorship and absorption capacity. Weight the verdict accordingly.
- A single red in a foundation dimension can override multiple greens elsewhere; a technically capable organization with a passive sponsor is still Not Ready.
- Change fatigue is systematically underreported — probe how many initiatives are already in flight before trusting a high culture score.
- When comparing multiple units or acquisition targets, run this once per entity and present the heatmaps side by side for a defensible ranking.

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## How to use this skill

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