Most manager development starts before anything has been diagnosed.
Generic training doesn't tell a manager where they actually need to improve. Self-perception is unreliable on its own. And most organizations don't have a consistent way to assess manager capability below the level of a formal performance review.
The result is development that misses the mark. Managers who struggle with direct conversations get the same training as managers who struggle with delegation. Nothing gets better because nothing was diagnosed.
A structured assessment that surfaces what a manager actually does.
I built this tool to replace vague self-reflection with a disciplined, evidence-based process. The manager works through seven dimensions of effective management, responding to four probe questions each. After completing the full assessment, an AI-generated coaching report evaluates their responses across three criteria and surfaces the highest-leverage areas to focus on.
The report is grounded in what they wrote. Observations are specific and tied to real patterns in their answers.
Seven dimensions of effective first-line management.
The assessment covers the areas where manager capability most directly affects team performance. Each dimension includes four probe questions designed to surface real examples with specific people, situations, and timeframes.
Setting Clear Expectations
Do team members know what success looks like? Are priorities communicated when they shift?
Having Direct Conversations
When something is off, does the manager say something? Does it land?
Running 1:1s with Purpose
Are 1:1s structured and useful, or just a standing calendar hold?
Developing People Intentionally
Does the manager know what each person is working to get better at? Are they actively supporting it?
Delegating to Build Capability
Is the manager holding work they should be handing off? Do they know how to let go without losing accountability?
Managing Up
Does the manager communicate proactively? Can they push back on direction when it matters?
Self-Awareness
Does the manager understand their own patterns? Can they name what they need to get better at?
Structured input. Honest output.
The tool runs as a guided sequence. The manager responds to each dimension before moving to the next. There is no open-ended conversation during the assessment phase, just structured prompts and responses. Once all seven dimensions are complete, the AI evaluates the full set and delivers a coaching report.
AI surfaces patterns. The manager decides what to do with them.
The tool is designed to do two things well: ask the right questions and evaluate the answers honestly. The AI doesn't generate motivational content or generic recommendations. It reads what the manager wrote, evaluates it against specific criteria, and names what it sees.
Grounded in real responses
Every observation in the coaching report connects back to something the manager actually wrote. Vague answers produce direct feedback about their vagueness. Specific answers get recognized for what they signal.
Consistent evaluation criteria
Specificity, recency, and self-awareness are applied the same way across every response. The standard doesn't shift based on how confident the manager sounds.
Strengths-anchored development
The report leads with what the manager does well before addressing gaps. Development grounded in existing capability is more likely to stick than development built on deficit alone.
One clear priority
The report closes with a single highest-leverage focus area. One priority, clearly named. The goal is clarity about where to put attention first.
Built on frameworks that already work.
Each design decision connects back to something already tested in practice. The seven dimensions are anchored in Google's Project Oxygen behaviors, selected because they predict team effectiveness in real organizations.
The Feedback Fallacy research by Buckingham and Goodall shaped how the coaching report is sequenced. Development grounded in existing strengths produces more lasting change, so the report leads there before addressing gaps.
SBI principles from the Center for Creative Leadership informed the prompt structure. Observations tied to a specific situation, behavior, and impact are harder to dismiss and easier to act on. The assessment is designed to produce that kind of evidence.
The GROW model shaped how recommendations are framed. Each focus area closes with a concrete 30-day action, grounded in what the manager already knows. Feedforward principles from Marshall Goldsmith kept the overall orientation forward-facing throughout.
A second mode: IC-to-manager readiness.
The current tool assesses managers who are already in role. A second mode is in development to evaluate whether an individual contributor is ready to step into management, before the promotion happens.
The two modes address different questions. The existing assessment asks: where is this manager right now, and what should they work on? The IC readiness version will ask: does this person have the foundational capabilities to lead a team, and where are the gaps they'd need to close first?
Together, they create a consistent framework for evaluating management capability at the point of entry and throughout the role.