What are the different development pipelines it supports?

It recommends three distinct pipelines: Simple (3 phases for minor updates), Standard (7 phases for typical features), and Complex (9+ phases for architectural changes).

Can this skill help with budget forecasting?

Yes, it provides cost estimations by calculating feature count multiplied by average token usage and complexity multipliers.

What risk factors does the assessor identify?

It flags potential bottlenecks such as unfamiliar technologies, complex algorithmic requirements, high security needs, and strict performance constraints.

How does the assessor determine project complexity?

The skill analyzes metrics including total feature count, dependency graph depth, integration points, and the breadth of the technology stack to categorize projects into Simple, Standard, or Complex tiers.

Project Complexity Assessor

Name: Project Complexity Assessor
Author: adaptationio

byadaptationio

0•

Collaboration Tools

Analyzes feature scope and project architecture to generate effort estimates, cost projections, and optimized development pipelines.

The AC Complexity Assessor is a specialized planning tool that automates the evaluation of software project scope. By analyzing key metrics such as feature count, dependency depth, and integration points, it categorizes tasks into Simple, Standard, or Complex tiers. This data-driven approach helps developers and project managers select the most efficient development pipeline, accurately forecast billable hours, and identify potential risk factors like architectural bottlenecks or security requirements before implementation begins.

Key Features

01Time and effort estimation based on historical project metrics

02Automated complexity scoring for projects and individual features

03Token-based cost calculation for AI-assisted development sessions

040 GitHub stars

05Intelligent pipeline selection (Simple, Standard, or Complex workflows)

06Detailed risk assessment for integrations and technical dependencies

Use Cases

01Generating accurate time and cost estimates for project proposals

02Determining the appropriate level of testing and review for new features

03Identifying high-risk architectural dependencies during the planning phase

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add adaptationio/skrillz ac-complexity-assessor

For use in Claude.ai and ChatGPT

Download Skill