What is the main purpose of the Tutorial Spec skill?

It anchors the start of a tutorial pipeline by defining the scope, audience, and measurable objectives to prevent scope creep and vague writing during content creation.

When should I skip using this skill?

You should skip this skill if you are not creating a tutorial or if you already have a final, fixed tutorial specification that is not allowed to change.

How does it improve learning objectives?

It replaces vague goals like 'understand' with measurable, observable outcomes such as 'implement', 'debug', or 'explain' that can be verified via exercises.

Why is a 'running example' mandatory in the spec?

A consistent running example ensures that every module in the tutorial is grounded in a practical scenario that builds logically from start to finish, making the learning path verifiable.

What inputs does the Tutorial Spec skill require?

The skill requires a STATUS.md file for context and constraints, and can optionally utilize GOAL.md and DECISIONS.md to ensure consistency with pre-agreed topics.

Tutorial Specification Architect

Name: Tutorial Specification Architect
Author: WILLOSCAR

byWILLOSCAR

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163

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学习与文档

Defines structured tutorial frameworks including measurable learning objectives, target audience, and consistent running examples to ensure deterministic content planning.

The Tutorial Spec skill serves as the foundational starting point for instructional content pipelines by establishing clear educational boundaries and success criteria. It utilizes an evidence-first methodology to prevent scope creep and 'hollow' writing by locking in prerequisites, non-goals, and testable outcomes before any prose is generated. This ensures that every part of a resulting tutorial is purposeful, measurable, and anchored by a practical, non-trivial running example that facilitates a cohesive teaching loop.

主要功能

01163 GitHub stars

02Defines measurable learning objectives using action-oriented verbs like implement, debug, and evaluate

03Produces a structured TUTORIAL_SPEC.md output for downstream automated planning

04Identifies explicit non-goals to maintain focus and prevent instructional scope creep

05Establishes precise target audience profiles and required technical prerequisites

06Generates a consistent, non-trivial running example to be reused across all modules

使用场景

01Initializing a multi-module technical documentation project with clear boundaries

02Defining the scope and success criteria for developer onboarding guides

03Standardizing educational content creation within a research or development pipeline

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add willoscar/research-units-pipeline-skills tutorial-spec

For use in Claude.ai and ChatGPT

Download Skill