A comprehensive leadership framework and system for engineering managers to scale teams, handle incidents, and drive technical excellence.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install afrexai-engineering-manager
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install afrexai-engineering-manager using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Engineering Manager OS?
Engineering Manager OS is a professional-grade playbook designed for engineering leaders moving from individual contributor roles to management and director-level operations. It provides a structured system for handling the complexities of modern engineering management, including team topology assessments, performance calibration, and organizational design. By leveraging these Openclaw Skills, leaders can move away from generic advice and implement specific, data-driven workflows.
The system is built around actionable templates and scoring rubrics that cover the entire lifecycle of a high-performing team. Whether you are managing technical debt, conducting skip-level meetings, or responding to critical system incidents, this skill provides the necessary structure to ensure no detail is overlooked in the fast-paced world of software engineering leadership.
Engineering Manager OS Use Cases
- Running high-impact 1:1 meetings with automated agenda generation and flight risk detection.
- Assessing team health across dimensions like psychological safety, delivery pace, and on-call burden.
- Calibrating performance using the SBI-I (Situation-Behavior-Impact-Intent) framework and PIP templates.
- Managing architectural decisions via structured ADRs and technical debt prioritization matrices.
- Building a scalable hiring machine with job description templates and non-anchored debrief protocols.
How Engineering Manager OS Works
- The system begins with a Team Topology Assessment to understand service ownership and cognitive load boundaries.
- Managers implement a standardized 1:1 cadence using YAML templates that track energy trends and career growth topics.
- Performance is managed through a two-axis calibration matrix focusing on both delivery impact and cultural behaviors.
- Technical leadership is enforced through standardized documentation for architecture decisions and sprint health metrics.
- Organizational scaling is managed via defined protocols for team splits and manager-to-IC ratio monitoring.
Engineering Manager OS Setup
To deploy this management system within your local workflow or AI agent environment, follow these steps:
# Navigate to your management workspace
cd ~/management-docs
# Initialize the Engineering Manager OS structure
npx openclaw-cli install engineering-manager-os
# Generate your first team health radar
openclaw run "generate team health radar --team 'Platform Engineering'"
Engineering Manager OS Data Schema & Taxonomy
The Engineering Manager OS organizes leadership data into several key schemas to ensure consistency and searchability within Openclaw Skills:
| Schema Type | Description | Primary Fields |
|---|---|---|
| Team Topology | YAML-based system mapping | type, mission, boundaries, cognitive_load |
| 1:1 Record | Structured meeting notes | energy_level, growth_topics, action_items |
| ADR | Architecture Decision Records | context, options, decision_logic, consequences |
| Incident Log | Post-mortem data structure | severity, root_cause, action_items, timeline |
| Scorecard | Hiring evaluation format | dimensions, hire_recommendation, evidence |
Engineering Manager OS Advanced Features
- Automated Flight Risk Detection using behavioral signal weighting.
- Blameless Post-Mortem facilitation rules focused on systemic failures rather than individual errors.
- Tech Debt Prioritization algorithm based on Impact multiplied by the Cost-of-not-fixing.
- Manager-to-IC ratio monitoring to trigger team splits before communication overhead impacts velocity.
- Structured 'Managing Up' checklists to facilitate better communication with executive stakeholders.
SKILL.md
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