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complexity-assessment

Score software tasks across seven dimensions to output a complexity tier.

Updated Jan 7, 2026
Search Tags:#planning#estimation#complexity#brainstorm#risk-analysis#tier#contextd
One-click install
npx skills add https://github.com/fyrsmithlabs/marketplace --skill complexity-assessment-fyrsmithlabs
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: complexity-assessment
Source: https://github.com/fyrsmithlabs/marketplace/tree/main/plugins/fs-dev/skills/complexity-assessment
Command: npx skills add https://github.com/fyrsmithlabs/marketplace --skill complexity-assessment-fyrsmithlabs

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Teams often struggle to gauge the true complexity of a task, leading to mismatches between planning depth and execution effort.

Core Features & Use Cases

  • 7-dimension scoring (scope, integration, infrastructure, knowledge, risk, testing, decomposability) to determine a project tier (SIMPLE, STANDARD, COMPLEX).
  • Contextd integration for memory-based reasoning and rationale when available; inline fallback if contextd is not present.
  • Guided workflow for brainstorming and scoping, including optional decomposition suggestions and integration hints for GitHub planning and branch budgeting.
  • Use Case: Before starting a feature, run complexity assessment to decide whether a simple issue or an epic with sub-issues is warranted.

Quick Start

Run the complexity assessment during /brainstorm Phase 2 with your feature description, then proceed with tier-based planning.

Frequently Asked Questions about complexity-assessment

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

FAQPage Schema
What is task complexity assessment and how does it optimize software project planning?▼

Task complexity assessment scores seven dimensions like scope, integration, and risk to determine a project tier, optimizing planning by matching execution effort to the appropriate planning depth.

How do I estimate feature complexity before starting development to decide between a simple issue or an epic?▼

You can estimate feature complexity by running a structured assessment during brainstorming and scoping phases, which outputs a tier classification with confidence to guide worktree needs and artifact granularity.

What dimensions should I evaluate when analyzing risk and complexity for software feature sizing?▼

Evaluating risk and complexity for feature sizing requires scoring seven dimensions: scope, integration, infrastructure, knowledge, risk, testing, and decomposability to determine the overall project tier.

Can I use this complexity assessment skill without contextd installed?▼

Yes, you can use the complexity assessment without contextd by relying on the inline fallback mechanism, which provides standard scoring when the memory-based reasoning integration is not present in your environment.

When should I run a complexity assessment during the brainstorming and scoping workflow?▼

Run complexity assessment during the second phase of brainstorming with your feature description, using the resulting tier classification to proceed with tier-based planning and branch budgeting decisions.

Does complexity assessment provide integration hints for GitHub planning and branch budgeting?▼

Yes, the guided workflow includes optional decomposition suggestions and integration hints for GitHub planning and branch budgeting based on the tier output and seven-dimension scoring results.

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