Product-Led Growth skill 12 of 13

Product Education and Academy SKILL.md

The Product Education skill makes Claude, Codex or another AI agent build education that raises activation, adoption and retention. It finds gaps from tickets, failed searches and adoption data, organises help around jobs, writes task-based articles, adds contextual help in the product, short videos, academy courses, certifications, webinars and office hours, maintains content after releases and measures impact on behaviour.

product-education/SKILL.md, version 1.0.0, 1,507 words.

In product-led businesses, education replaces much of what a salesperson or trainer would do: help centres answer questions at the moment of need, short videos show how to get value, academies and certifications turn users into experts and advocates, and webinars and office hours support teams adopting the product. Good education raises activation, feature adoption and retention while lowering support costs. Poor education is a help centre full of outdated articles nobody can find.

This skill builds product education programmes: help centre structure, contextual help in the product, video tutorials, academies and courses, certifications, webinars and office hours, community education, search and maintenance, and measurement against activation, adoption, retention and support.

Operating principles

  1. Answer the question in context. Help should be available where users get stuck, inside the product.
  2. Teach outcomes, not buttons. Organise around jobs users want to do, not menu items.
  3. Short first, deep when needed. Quick answers and two-minute videos before long courses.
  4. Keep it current. Outdated help is worse than none.
  5. Measure impact on behaviour. Activation, adoption, retention and ticket deflection, not just views.

Education formats

FormatBest forNotes
Help centre articlesSpecific how-to questionsTask-based titles, screenshots, search-friendly
In-product help widgetQuestions while workingSuggest articles based on page
Short tutorial videosShowing workflows1 to 3 minutes, captions, chapters
Academy coursesDeeper skills and best practicesModules by role or outcome
CertificationsPower users, partners, consultantsBuilds advocates and an ecosystem
Webinars and office hoursLive help, new featuresRecordings repurposed
Community Q&APeer answers at scaleModerated, linked to help centre
Templates with guidanceLearning by doingEmbedded tips

When to use, and when not to

Use it when support tickets repeat the same questions, when activation or adoption is limited by understanding, when launching complex features, when building a partner or consultant ecosystem and when help content is outdated.

Don't use it for marketing content aimed at prospects (the Content, Copy and PR skills) or onboarding flows (in-product-onboarding), though they should link together.

Inputs to ask for, in one message

  1. Current help centre, videos, courses and their analytics.
  2. Top support ticket topics.
  3. Activation and feature adoption data.
  4. Search queries inside the help centre, including failed searches.
  5. Roles and segments of users.
  6. Team capacity for writing, video and maintenance.

Raw SKILL.md file

.md

This is the exact file agents read, including the credit header and licence notice. Save it as product-education/SKILL.md.

---
name: product-education
description: "Build product education that raises activation, adoption and retention: help centres organised around jobs, task-based articles, contextual in-product help, short tutorial videos, academy courses and learning paths, certifications, webinars and office hours, community Q&A, maintenance after releases and impact on tickets and behaviour. Use whenever someone asks about a help centre, knowledge base, product academy, customer education, tutorial videos, certifications, reducing support tickets through self-service or teaching users to adopt features."
license: CC-BY-4.0
metadata:
  author: Afeez Adebayo
  author_url: https://afeezadebayo.com
  author_linkedin: https://www.linkedin.com/in/afeez-adebayo/
  author_x: https://x.com/za_icon
  source: https://afeezadebayo.com/skills-md/marketing/product-led-growth/product-education/
  category: marketing
  subcategory: product-led-growth
  version: "1.0.0"
  created: "2026-10-10"
  updated: "2026-10-10"
---

# Product Education and Academy

In product-led businesses, education replaces much of what a salesperson or trainer would do: help centres answer questions at the moment of need, short videos show how to get value, academies and certifications turn users into experts and advocates, and webinars and office hours support teams adopting the product. Good education raises activation, feature adoption and retention while lowering support costs. Poor education is a help centre full of outdated articles nobody can find.

This skill builds product education programmes: help centre structure, contextual help in the product, video tutorials, academies and courses, certifications, webinars and office hours, community education, search and maintenance, and measurement against activation, adoption, retention and support.

## Operating principles
1. **Answer the question in context.** Help should be available where users get stuck, inside the product.
2. **Teach outcomes, not buttons.** Organise around jobs users want to do, not menu items.
3. **Short first, deep when needed.** Quick answers and two-minute videos before long courses.
4. **Keep it current.** Outdated help is worse than none.
5. **Measure impact on behaviour.** Activation, adoption, retention and ticket deflection, not just views.

## Education formats
| Format | Best for | Notes |
|---|---|---|
| Help centre articles | Specific how-to questions | Task-based titles, screenshots, search-friendly |
| In-product help widget | Questions while working | Suggest articles based on page |
| Short tutorial videos | Showing workflows | 1 to 3 minutes, captions, chapters |
| Academy courses | Deeper skills and best practices | Modules by role or outcome |
| Certifications | Power users, partners, consultants | Builds advocates and an ecosystem |
| Webinars and office hours | Live help, new features | Recordings repurposed |
| Community Q&A | Peer answers at scale | Moderated, linked to help centre |
| Templates with guidance | Learning by doing | Embedded tips |

## When to use, and when not to
Use it when support tickets repeat the same questions, when activation or adoption is limited by understanding, when launching complex features, when building a partner or consultant ecosystem and when help content is outdated.

Don't use it for marketing content aimed at prospects (the Content, Copy and PR skills) or onboarding flows (`in-product-onboarding`), though they should link together.

## Inputs to ask for, in one message
1. Current help centre, videos, courses and their analytics.
2. Top support ticket topics.
3. Activation and feature adoption data.
4. Search queries inside the help centre, including failed searches.
5. Roles and segments of users.
6. Team capacity for writing, video and maintenance.

## Workflow

### Step 1. Find the gaps
Top ticket topics, failed help searches, features with low adoption and onboarding drop-offs.

### Step 2. Structure around jobs
Categories by outcome ("Set up your workspace", "Automate reporting") rather than menu names.

### Step 3. Write task-based articles
Titles phrased as questions or tasks, steps with screenshots, short videos where helpful.

### Step 4. Add contextual help
Link help from relevant screens; a help widget that suggests articles by page.

### Step 5. Build learning paths
Courses by role or goal: getting started, admin, advanced workflows.

### Step 6. Add live education
Webinars for launches, office hours for questions, recordings in the academy.

### Step 7. Consider certification
For power users, partners and consultants who recommend the product.

### Step 8. Maintain
Owners per section, review after every release, retire outdated content.

### Step 9. Measure
Ticket deflection, help search success, article ratings, course completion and their link to activation, adoption and retention.

## Article template
```
Title: How to [task]
Who this is for and when you need it (1-2 sentences)
Before you start (permissions, plan)
Steps (numbered, with screenshots)
Tips and common problems
Related articles
Was this helpful? (rating)
```

## Help centre structure example
| Category | Example articles |
|---|---|
| Get started | Create your workspace, invite your team, import data |
| Build reports | Create a dashboard, schedule a report, share a live link |
| Automate work | Set up alerts, connect integrations, create rules |
| Manage your account | Billing, roles and permissions, SSO |
| Troubleshooting | Data not syncing, missing permissions, login problems |

## Video guidelines
- One task per video, one to three minutes.
- Show the result first, then the steps.
- Captions and chapters.
- Re-record when the interface changes significantly.
- Embed videos in the matching help article and in-product screens.

## Metrics
| Metric | Why |
|---|---|
| Help search success rate | Findability |
| Failed searches | Content gaps |
| Article helpfulness ratings | Quality |
| Ticket volume on covered topics | Deflection |
| Course completion | Engagement with deeper learning |
| Activation and adoption of learners vs non-learners | Behaviour change |

## Maintenance routine
- Each release lists affected articles and videos.
- Owners update content before or at launch.
- Quarterly review of top articles and lowest-rated content.
- Retire or redirect outdated articles.
- Track last-reviewed dates on every article.

## Certification programmes
Certifications work best for power users, admins, partners and consultants who recommend or implement the product. Keep them practical (real tasks, not memorised menu names), free or low-cost for customers, with badges people can share on LinkedIn and a public directory of certified experts. Certified users often become champions inside their companies and a source of referrals.

## AI help assistants
If you add an AI assistant to help content, ground it in current, reviewed articles, show sources, let users rate answers and route unanswered questions to support. Review common answers regularly, because outdated articles produce outdated answers.

## Office hours
A regular open session where users bring questions builds trust, surfaces confusing areas of the product and produces recordings and new help articles from real questions.

## Edge cases and judgement calls
| Situation | What to do |
|---|---|
| Fast-changing product | Short articles, version notes and quick reviews after releases |
| Many user roles | Role-based learning paths |
| Enterprise customers | Admin guides, training sessions, certification for champions |
| Several languages | Translate top articles first; localise screenshots |
| AI help assistants | Ground answers in current help content; review answers for accuracy |

## Handoffs to related skills
- Onboarding: `in-product-onboarding`
- Feature adoption: `feature-adoption`
- In-app help messages: `in-app-messaging`
- Community: the Social Media `community-building` skill
- Video: the Social Media `youtube-seo-growth` skill
- Help content in search and AI answers: the Content SEO and AEO & GEO skills

## Worked example
An analytics product received hundreds of tickets a month on the same setup questions, and many users never built a second dashboard. The team restructured the help centre around jobs, rewrote the top 40 articles with task titles, screenshots and two-minute videos, added contextual help links on setup screens, launched a free academy with a getting-started path and an advanced reporting course, and ran monthly office hours. Setup tickets fell substantially, help search success improved and users who completed the getting-started course activated and retained at higher rates.

## Output format
```
# Product education plan: <product>, <date>
## Gaps (tickets, failed searches, adoption)
## Help centre structure
## Contextual help placements
## Learning paths and courses
## Live education and certification
## Maintenance process
## Metrics
```

## Common mistakes
- Help organised by menu items, not tasks.
- Outdated articles after releases.
- Help only outside the product.
- Long courses before quick answers.
- Measuring views instead of deflection and adoption.

## Questions to ask before you build
- What do users ask support most often?
- What do users search for in help and fail to find?
- Which features need education to be adopted?

## Self-check before you answer
- Is content organised around jobs?
- Is help available in context?
- Is there a maintenance process?
- Is impact measured on behaviour and tickets?

## Further reading
- Nielsen Norman Group on help and documentation: https://www.nngroup.com/articles/help-and-documentation/

---
Created by Afeez Adebayo, Marketing, SEO & Growth Expert
Website: https://afeezadebayo.com
LinkedIn: https://www.linkedin.com/in/afeez-adebayo/
X: https://x.com/za_icon
Source: https://afeezadebayo.com/skills-md/marketing/product-led-growth/product-education/

Licence: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). You may copy, share and adapt this skill, including for commercial use, as long as you credit Afeez Adebayo and link to the source URL above. Keep this notice in any copy or adapted version.

Workflow

Step 1. Find the gaps

Top ticket topics, failed help searches, features with low adoption and onboarding drop-offs.

Step 2. Structure around jobs

Categories by outcome ("Set up your workspace", "Automate reporting") rather than menu names.

Step 3. Write task-based articles

Titles phrased as questions or tasks, steps with screenshots, short videos where helpful.

Step 4. Add contextual help

Link help from relevant screens; a help widget that suggests articles by page.

Step 5. Build learning paths

Courses by role or goal: getting started, admin, advanced workflows.

Step 6. Add live education

Webinars for launches, office hours for questions, recordings in the academy.

Step 7. Consider certification

For power users, partners and consultants who recommend the product.

Step 8. Maintain

Owners per section, review after every release, retire outdated content.

Step 9. Measure

Ticket deflection, help search success, article ratings, course completion and their link to activation, adoption and retention.

Article template

Title: How to [task]
Who this is for and when you need it (1-2 sentences)
Before you start (permissions, plan)
Steps (numbered, with screenshots)
Tips and common problems
Related articles
Was this helpful? (rating)

Help centre structure example

CategoryExample articles
Get startedCreate your workspace, invite your team, import data
Build reportsCreate a dashboard, schedule a report, share a live link
Automate workSet up alerts, connect integrations, create rules
Manage your accountBilling, roles and permissions, SSO
TroubleshootingData not syncing, missing permissions, login problems

Video guidelines

  • One task per video, one to three minutes.
  • Show the result first, then the steps.
  • Captions and chapters.
  • Re-record when the interface changes significantly.
  • Embed videos in the matching help article and in-product screens.

Metrics

MetricWhy
Help search success rateFindability
Failed searchesContent gaps
Article helpfulness ratingsQuality
Ticket volume on covered topicsDeflection
Course completionEngagement with deeper learning
Activation and adoption of learners vs non-learnersBehaviour change

Maintenance routine

  • Each release lists affected articles and videos.
  • Owners update content before or at launch.
  • Quarterly review of top articles and lowest-rated content.
  • Retire or redirect outdated articles.
  • Track last-reviewed dates on every article.

Certification programmes

Certifications work best for power users, admins, partners and consultants who recommend or implement the product. Keep them practical (real tasks, not memorised menu names), free or low-cost for customers, with badges people can share on LinkedIn and a public directory of certified experts. Certified users often become champions inside their companies and a source of referrals.

AI help assistants

If you add an AI assistant to help content, ground it in current, reviewed articles, show sources, let users rate answers and route unanswered questions to support. Review common answers regularly, because outdated articles produce outdated answers.

Office hours

A regular open session where users bring questions builds trust, surfaces confusing areas of the product and produces recordings and new help articles from real questions.

Edge cases and judgement calls

SituationWhat to do
Fast-changing productShort articles, version notes and quick reviews after releases
Many user rolesRole-based learning paths
Enterprise customersAdmin guides, training sessions, certification for champions
Several languagesTranslate top articles first; localise screenshots
AI help assistantsGround answers in current help content; review answers for accuracy
  • Onboarding: in-product-onboarding
  • Feature adoption: feature-adoption
  • In-app help messages: in-app-messaging
  • Community: the Social Media community-building skill
  • Video: the Social Media youtube-seo-growth skill
  • Help content in search and AI answers: the Content SEO and AEO & GEO skills

Worked example

An analytics product received hundreds of tickets a month on the same setup questions, and many users never built a second dashboard. The team restructured the help centre around jobs, rewrote the top 40 articles with task titles, screenshots and two-minute videos, added contextual help links on setup screens, launched a free academy with a getting-started path and an advanced reporting course, and ran monthly office hours. Setup tickets fell substantially, help search success improved and users who completed the getting-started course activated and retained at higher rates.

Output format

# Product education plan: <product>, <date>
## Gaps (tickets, failed searches, adoption)
## Help centre structure
## Contextual help placements
## Learning paths and courses
## Live education and certification
## Maintenance process
## Metrics

Common mistakes

  • Help organised by menu items, not tasks.
  • Outdated articles after releases.
  • Help only outside the product.
  • Long courses before quick answers.
  • Measuring views instead of deflection and adoption.

Questions to ask before you build

  • What do users ask support most often?
  • What do users search for in help and fail to find?
  • Which features need education to be adopted?

Self-check before you answer

  • Is content organised around jobs?
  • Is help available in context?
  • Is there a maintenance process?
  • Is impact measured on behaviour and tickets?

Further reading

When to use this skill, and when not to

Use it when support tickets repeat the same questions, when activation or adoption is limited by understanding, when launching complex features, when building a partner ecosystem and when help content is outdated.

In product-led businesses, education replaces much of what a salesperson or trainer would do. Poor education is a help centre full of outdated articles nobody can find.

Don’t use it for prospect-facing marketing content (use the Content, Copy and PR skills) or onboarding flows (use In-Product Onboarding).

Example prompts

  • “Rebuild our help centre around jobs.”
  • “Write a help article template for our team.”
  • “Plan a product academy with learning paths.”
  • “Should we launch a certification?”
  • “Reduce support tickets about setup.”

Example output

The skill returns a fixed structure. A shortened example for an imaginary site:

# Education plan: example analytics product, 12 October 2026

Gaps: hundreds of monthly setup tickets; few users build a second dashboard
New: help centre by jobs; top 40 articles rewritten with videos; contextual help links; free academy; monthly office hours
Result: setup tickets down; better search success; learners activate and retain more

Education is measured by its effect on tickets, activation, adoption and retention, not by page views.

What the agent needs from you

The skill asks for the current help centre, videos and courses with analytics, top ticket topics, activation and adoption data, help search queries including failed ones, user roles and capacity for writing, video and maintenance.

How this skill hands off to related skills

Education connects to the set: Onboarding, Feature Adoption and In-App Messaging, plus the Social Media Community and YouTube skills and the AEO and GEO skills for help content in AI answers.

How to run Product Education step by step

  1. Install the skill as product-education/SKILL.md.
  2. Find the gaps in tickets and searches.
  3. Structure help around jobs.
  4. Write task-based articles and videos.
  5. Add contextual help and learning paths.
  6. Maintain and measure impact.

Situations this skill handles

Education needs vary. The skill handles these situations:

SituationWhat the skill does
Fast-changing productShort articles and quick reviews
Many rolesRole-based learning paths
Enterprise customersAdmin guides and champion certification
Several languagesTop articles translated first
AI help assistantGrounded in reviewed content
Outdated help centreRelease-linked maintenance

What makes this skill different

Most help centres are organised like the product menu and left to age. This skill organises education around what users want to achieve, places help where they get stuck and maintains it with every release.

It ties education to activation, adoption and support costs, so it earns investment like any growth channel.

Practical tips from real projects

  • Answer the question in context.
  • Teach outcomes, not buttons.
  • Short first, deep when needed.
  • Keep it current.

A worked example: an analytics product received hundreds of tickets a month on the same setup questions, and many users never built a second dashboard. The team restructured the help centre around jobs, rewrote the top 40 articles with task titles, screenshots and two-minute videos, added contextual help links on setup screens, launched a free academy with a getting-started path and an advanced reporting course and ran monthly office hours. Setup tickets fell substantially, help search success improved and users who completed the getting-started course activated and retained at higher rates.

Formats each serve a purpose. Help centre articles answer specific how-to questions. In-product help widgets suggest articles based on the page. Short tutorial videos of one to three minutes show workflows with captions and chapters. Academy courses teach deeper skills by role or outcome. Certifications serve power users, partners and consultants. Webinars and office hours give live help, with recordings repurposed. Community Q&A provides peer answers at scale. Templates with embedded guidance let users learn by doing.

A help centre organised by jobs might have categories for getting started, building reports, automating work, managing the account and troubleshooting, each with articles phrased as tasks such as creating a dashboard, scheduling a report or fixing data that is not syncing.

The article template gives a task-based title, who it is for and when they need it, prerequisites such as permissions or plan, numbered steps with screenshots, tips and common problems, related articles and a helpfulness rating.

Video guidelines keep one task per video, show the result first, add captions and chapters, re-record when the interface changes and embed each video in the matching article and product screen.

Gaps are found from the top support ticket topics, failed searches inside the help centre, features with low adoption and points where new users drop out of onboarding.

Maintenance keeps education trustworthy: every release lists the articles and videos it affects, owners update content before or at launch, top articles and the lowest-rated content are reviewed each quarter, outdated articles are retired or redirected and every article shows a last-reviewed date. Metrics include help search success, failed searches, article helpfulness ratings, ticket volume on covered topics, course completion and the activation and adoption of learners compared with non-learners. Certifications stay practical, based on real tasks rather than memorised menus, free or low-cost for customers, with badges people can share and a public directory of certified experts who often become champions inside their companies. AI help assistants are grounded in current, reviewed articles, show their sources, let users rate answers and route unanswered questions to support, with common answers reviewed regularly so outdated content does not produce outdated answers. Office hours give users a regular open session for questions and produce recordings and new articles from real problems.

Enterprise customers get admin guides, training sessions and certification for internal champions, and multilingual products translate their most-used articles first.

Short answers come first, with deeper courses for those who want them.

Frequently asked questions

Around jobs users want to do, such as building reports or automating work, not around menu names.

A task-based title, who it is for, prerequisites, numbered steps with screenshots, tips and related articles.

Yes; contextual links and a help widget that suggests articles by page answer questions where users get stuck.

For power users, admins, partners and consultants, practical certifications build advocates and an ecosystem.

List affected articles for every release, assign owners and review top and lowest-rated content quarterly.

Search success, ticket deflection, article ratings, course completion and the activation and adoption of learners.

Changelog

  • 1.0.0, 10 October 2026: first release.

Use, adapt and share this skill under CC BY 4.0: credit Afeez Adebayo and link to this page.