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    Leadership Feedback Synthesizer

    by Arnstein Larsen

    1

    Transform raw 360-degree feedback and performance reviews into a prioritized leadership development roadmap.

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    See it in action

    You say

    I've pasted my 360 feedback from my 5 direct reports and my manager. Can you help me make sense of why my team says I'm "unapproachable" even though my manager says I'm a "great communicator"?

    Your agent does

    Tensions Worth Sitting With Your manager sees your 'great communication' as your ability to present upward and align on strategy. However, your team likely experiences this same clarity as 'unapproachable' rigidity. You are communicating at them rather than with them.

    Shift: Move from broadcast to inquiry.

    What you get

    Convert messy 360-degree survey results into a prioritized growth strategyIdentify behavioral patterns and 'tensions' in contradictory stakeholder feedbackCreate a concrete 90-day development plan for performance review cyclesPrepare for high-stakes coaching conversations with direct reports or managers

    About this skill

    Synthesize Raw Feedback into Executive Growth Plans

    Professional feedback is often a messy collection of contradictory comments, vague survey results, and HR documents. This skill acts as an executive development specialist to transform that raw data into a structured leadership roadmap.

    What it does

    The skill analyzes 360-degree reviews, performance appraisals, and informal feedback to identify patterns that leaders often miss. It moves beyond simple summarization by uncovering the behavioral beliefs driving specific feedback and identifying "tensions"—where a strength in one context becomes a liability in another.

    • Theme Extraction: Groups feedback into clear, high-level leadership competencies.
    • Root Cause Analysis: Identifies the underlying habits or beliefs behind developmental areas.
    • Conflict Resolution: Synthesizes contradictory feedback from different stakeholders (e.g., peers vs. direct reports).
    • Actionable Planning: Generates a 90-day development plan with specific metrics and reflection questions.

    Why developers and leaders use this

    Processing feedback is emotionally taxing and prone to confirmation bias. Instead of agonizing over a single negative comment, this skill provides an objective, coach-like perspective. It delivers a structured 90-day plan that is ready for performance review meetings or personal OKRs, saving hours of manual analysis.

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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