scorecard

Assess IT task difficulty across six dimensions and assign skill levels from L1 to L5.

1|Updated Jun 29, 2026
One-click install
npx skills add https://github.com/natthasath/natthasath-marketplace --skill scorecard-natthasath
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: scorecard
Source: https://github.com/natthasath/natthasath-marketplace/tree/main/plugins/productive/skills/scorecard
Command: npx skills add https://github.com/natthasath/natthasath-marketplace --skill scorecard-natthasath

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Estimating how difficult an IT task is and what seniority level it requires is often subjective and inconsistent. This Skill provides a structured, repeatable scorecard that evaluates any IT task across six weighted dimensions and maps it to a clear difficulty level (L1–L5), making staffing and estimation decisions more defensible. ## Core Features & Use Cases - Six-Dimension Scoring: Rates Technical Complexity, Skill Requirement, Time & Effort, Risk & Impact, Dependencies, and Documentation on a 1–5 scale with weighted overall scoring. - Multi-Domain Coverage: Supports Infrastructure, Network, Database, Developer, Security, Cloud, DevOps, and Helpdesk/Support work. - Flexible Input Sources: Accepts task descriptions, Jira tickets, task lists, or git commit logs, evaluating each task separately or combined. - Use Case: A team lead pastes a sprint's git commit log and receives a per-commit scorecard showing which tasks needed senior engineers and which carried hidden production risk. ## Quick Start Invoke /scorecard with a description of the IT task you want evaluated, such as "design a multi-site firewall policy for an enterprise network".

Frequently Asked Questions about scorecard

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I assess the difficulty level of an IT task?▼

Invoke /scorecard with a task description and it scores six dimensions including Technical Complexity and Risk & Impact on a 1-5 scale. The weighted average maps to a level from L1 Foundation to L5 Principal, with reasoning for each score.

What IT domains does difficulty scoring cover?▼

The scorecard covers Infrastructure, Network, Database, Developer, Security, Cloud, DevOps, and Helpdesk/Support domains. Each task is evaluated contextually, so the same task type can score differently in a lab versus a production environment.

Can I evaluate tasks from a git commit log?▼

Yes, you can paste a git commit log and the skill extracts tasks from commit messages, then produces a separate or combined scorecard per commit based on your preference. It also accepts Jira tickets and task lists.

How is the overall difficulty score calculated?▼

The overall score is a weighted average of the six dimension scores, where Risk & Impact and Technical Complexity carry more weight than the other dimensions. The result determines the L1-L5 level assignment.

What happens if my task description lacks enough detail?▼

The skill asks one or two short clarifying questions before scoring rather than making assumptions. This keeps assessments honest, since context like production versus lab scope significantly changes the difficulty level.