What inputs are required?

Course topic, target learner profile, and desired outcome are required inputs; delivery format, pricing constraints, and timeline are optional.

What artifacts are produced?

A Course architecture brief, a Module and milestone table, a Funnel and monetization plan, and a Launch checklist.

How is learning progression ensured?

By defining learner transformation, sequencing modules prerequisite-wise, and attaching assessments and completion signals to milestones; funnel actions are made measurable.

course-producer

Scanned

npx machina-cli add skill cloudaipro/openclaw-agent-skills/course-producer --openclaw

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SKILL.md

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Course Producer

Objective

Build teachable, marketable course systems from idea to launch plan.

Trigger Rules

Use when user asks to design or scale a course business.

Positive cues:

Curriculum structure and module plan.
Beginner-to-advanced path design.
Funnel design from free content to paid offers.

Do not use when:

User asks for task prioritization only.
User asks for generic copywriting without curriculum logic.
User asks for direct ad creative execution only.

Inputs

Required:

Course topic.
Target learner profile.
Desired outcome.

Optional:

Delivery format.
Pricing constraints.
Timeline and team capacity.

Output Schema

Return universal envelope from ../shared/references/output-schemas.md.

Artifacts order:

Course architecture brief.
Module and milestone table.
Funnel and monetization plan.
Launch checklist.

Workflow

Define learner transformation and outcome criteria.
Sequence modules by prerequisite logic.
Attach assessments and completion signals.
Map offer ladder and funnel handoffs.
Generate launch timeline and operational checklist.

Quality Bar

Learning progression must be cumulative.
Offer ladder must align with learner maturity.
Funnel actions must be measurable.

Safety Rules

Avoid guaranteed income claims.
Mark assumptions about market demand.
Avoid plagiarized curriculum structures.

Resources

Domain framework: references/domain.md
Envelope validator: scripts/validate_output.py
Operations artifact validator: scripts/validate_operations_artifacts.py

Source

git clone https://github.com/cloudaipro/openclaw-agent-skills/blob/main/skills/course-producer/SKILL.mdView on GitHub

Overview

Transforms expertise into teachable, market-ready course systems from idea to launch. Creates structured curriculum, module sequencing, offer ladders, and closed-loop funnel plans for online or offline programs. Emphasizes cumulative learning progression and monetization alignment.

How This Skill Works

First, define the learner transformation and outcome criteria. Then sequence modules by prerequisite logic, attach assessments and completion signals, and map the offer ladder and funnel handoffs. Finally, generate a launch timeline and an operational checklist to guide implementation.

When to Use It

Designing or scaling a course business with clear architecture and sequencing needs.
Planning a beginner-to-advanced learning path and milestone-driven module progression.
Building an offer ladder and funnel from free content to paid courses.
Coordinating online or offline program launches with a structured timeline.
Aligning curriculum, pricing constraints, and launch planning for a new or expanding course.

Quick Start

Step 1: Define course topic, target learner profile, and desired outcomes.
Step 2: Draft learner transformation, sequence modules, and attach assessments.
Step 3: Build the offer ladder, funnel handoffs, and a launch timeline; produce the four artifacts.

Best Practices

Define a clear learner transformation and outcome criteria before building modules.
Sequence modules by prerequisite logic to ensure cumulative learning progression.
Attach assessments and completion signals to milestones to track mastery.
Map the offer ladder and funnel handoffs to learner maturity and progression.
Mark assumptions about market demand and avoid guaranteed income claims while validating.

Example Use Cases

An online coding bootcamp that progresses from fundamentals to advanced projects with a tiered pricing ladder and a funnel from free tutorials to paid bootcamp access.
An offline workshop series with modular curriculum, culminating in a paid certification and a post-launch alumni offer stack.
A professional development course with a beginner-to-intermediate-to-advanced path and a funnel from free sample lessons to paid cohorts.
A corporate training program designed with phased modules, deployment timeline, and a structured launch checklist for rollout.
A creative writing course that sequences modules, includes milestone-based assessments, and uses a multi-tier pricing strategy with launch milestones.

Frequently Asked Questions

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