Does this skill create Jira or GitHub tickets?

No, the Initiative skill is designed for high-level strategic planning and reporting. It intentionally excludes developer-level task breakdowns and ticket creation.

What happens if a data source for a KPI is missing?

The skill follows a strict constraint to never fabricate data. If an MCP query fails or a connector is not configured, it will report the gap rather than guessing.

Can I use this for technical sprint planning?

This skill focuses on product management and executive-level milestones. It does not provide hour estimates, complexity points, or developer task management.

How does the skill calculate performance trends?

It compares current period metrics against the previous period. A change of more than 10% is categorized as 'Improving' or 'Declining,' while smaller changes are marked as 'Stable.'

Where is the initiative data stored?

Initiative plans and reports are stored within your local project structure in the 'memory/initiatives/' and 'journal/' directories for persistent context.

Initiative & KPI Management

Name: Initiative & KPI Management
Author: ajayjohn

byajayjohn

•

Productivity & Workflow

Manages high-level initiative planning, real-time status tracking, and KPI-based performance reporting with trend analysis.

The Initiative skill transforms Claude into a strategic partner for managing complex projects and organizational goals. It provides three specialized modes: a Planning mode for scoping new initiatives and identifying risks; a Status mode for monitoring project health and blockers; and a Performance mode for analyzing operational KPIs and trends over time. By integrating with project trackers and persistent memory, it offers executive-level insights and data-driven recommendations without getting bogged down in low-level developer task management.

Key Features

01Real-time project health reporting including blockers and recent decisions

02Comprehensive risk assessment and skill set gap identification

031 GitHub stars

04High-level initiative scoping and outcome-oriented milestone planning

05Automated performance report generation saved directly to your journal

06KPI-based performance analysis with automated trend detection

Use Cases

01Generating a holistic health report for an ongoing initiative using live tracker data

02Scoping a new product launch or organizational change from a PM perspective

03Analyzing operational metrics like velocity and cycle time to identify team bottlenecks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ajayjohn/tars-work-assistant initiative

For use in Claude.ai and ChatGPT

Download Skill