Get engineering leadership benchmarks, 1:1 playbooks, and developer value estimates.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "coach.marian/eng-leadership-toolkit" MCP server from askskill: Run: claude mcp add --transport http 'coach-marian-eng-leadership-toolkit' 'https://www.marian.coach/mcp'
A new engineering manager can use it to quickly structure 1:1 agendas covering progress, risks, and growth feedback, reducing prep time.
A team lead can use engineering leadership benchmarks to review current management practices and identify capability gaps.
Managers can use the developer value calculator approach to outline key metrics tied to output and business value for reviews or reporting.
It provides engineering leadership benchmarks, 1:1 playbooks, and developer value calculation capabilities. The original description also says it has been used in 3,400+ sessions.
Based on the name and description, it is best suited for engineering managers, tech leads, and developer-team roles handling communication and value assessment.
The provided materials do not include installation steps, dependencies, or key requirements. See the source repository for setup details.
Generate people analytics reports on headcount, attrition, diversity, and org health.
Review product metrics, spot trends, and get actionable improvement recommendations.
Helps engineering teams run continuous improvement check-ins and generate actionable suggestions.
Analyze compensation bands, offer competitiveness, equity grants, and retention risks.
Analyze engineering data and visualize software development health.
Compare incentive options by synthetic cost, modeled lift, and net value.