methodatlas
Playbook

Transfer Learning and Knowledge

Move from implicit knowledge to verifiable understanding, repetition, and team learning.

Steps4 methods
Time1-3 h setup, ongoing
FormatHybrid
Outcome

A learning path with knowledge map, teach-back, review, and next deepening steps.

At the end you have

Knowledge MapPlain ExplanationTeach-back NotesLearning Review

Decision point

You can decide which knowledge gaps are closed and which learning paths or documentation still needs work.

Next step

Continue the learning path, maintain knowledge artifacts, and verify understanding in actual application.

Ideal for

  • Onboarding
  • complex domains
  • teams with knowledge islands

Not good for

  • simple document storage
  • knowledge without application context
Preparation

What should be clear before you start

Roles

  • learners or new team members
  • mentors or domain experts
  • team lead or knowledge owners

Inputs

  • critical knowledge domain
  • existing documents and sources
  • typical tasks or application situations

Setup

  • Link learning goals to application
  • Make knowledge sources visible
  • Plan teach-back sessions and review rhythm
Flow

Method path

4 methods
  1. 1Knowledge ModelingKnowledge Map

    Knowledge Mapping

    Which critical knowledge exists where, with whom, and at what risk to the work?

    Why this step?

    Knowledge Mapping shows existing knowledge, sources, gaps, and dependencies in the learning field.

    Key knowledge areas are then translated into plain explanations.

    Paper illustration for Knowledge Mapping.
  2. 2Knowledge ModelingPlain Explanation

    Feynman Technique

    Can I explain this concept without skipping a step or hiding behind jargon?

    Why this step?

    The Feynman Technique checks understanding by bringing complex content into plain language.

    The explanation is then validated through re-explanation and follow-up questions.

    Paper illustration for Feynman Technique.
  3. 3Knowledge ModelingTeach-back Notes

    Teach-back

    Can the learner restate and apply the information correctly in their own words?

    Why this step?

    Teach-back makes it visible whether knowledge is truly understood, not only recognized.

    Observations then feed into structured learning reflection.

    Paper illustration for Teach-back.
  4. 4OperationsLearning Review

    Learning Review

    What can we learn from the actual course of events without reducing the analysis to individual blame?

    Why this step?

    The Learning Review bundles progress, gaps, and next deepening activities.

    Next learning steps are planned and knowledge artifacts updated as needed.

    Paper illustration for Learning Review.
Completion criteria
Templates

Artifacts for this playbook

Artifacts stay collapsed until you actually need them.

MarkdownShow template

Knowledge Mapping: Worksheet

Plan subject, participation, complete flow, and review.

# Knowledge Mapping: Worksheet

## Question
To be confirmed

## Desired outcome
To be confirmed

## Scope
Complete run
Time: 90–180 minutes for one domain; add validation with knowledge holders.

Complete this worksheet on paper or in your own document during the work.

## Preparation for this scope

### Method setup
- **Materials:** Domain list, role overview, existing documents, systems, and dependencies
- **Roles:** Facilitator · domain representatives · knowledge holders · transfer owners
- **Advance information:** Set one concrete service and its knowledge boundary; gather known roles, artifacts, and locations. Prepare real cases, sources, and boundaries.
- **Overall time needed:** 90–180 minutes for one domain; add validation with knowledge holders.
- **Setup:** Create a workspace with Domain scope · Knowledge register · Assessment · Risk map · Transfer plan; keep example values separate from live data.

### Prepare for the work steps

#### Scope: Domain scope
- Set one concrete service and its knowledge boundary; gather known roles, artifacts, and locations.
- Domain list, role overview, existing documents, systems, and dependencies

#### Knowledge: Knowledge register
- Domain scope

#### Assessment: Assessment
- Knowledge register

#### Risks: Risk map
- Assessment

#### Transfer: Transfer plan
- Risk map


## Knowledge Mapping · working structure

| Knowledge area | Holder | Artifact | Location | Currency | Criticality | Transfer |
| --- | --- | --- | --- | --- | --- | --- |
| Slot rules |   |   |   |   |   |   |
| Warehouse exceptions |   |   |   |   |   |   |

- **Slot rules:** Record knowledge area with holder, artifact, risk, and transfer.
- **Warehouse exceptions:** Record knowledge area with holder, artifact, risk, and transfer.

The blank worksheet contains prompts only.

[Reference source · original teaching example](https://en.wikipedia.org/wiki/Knowledge_mapping)


## Scope: Domain scope
Expected artifact: Domain scope

Define scope and knowledge domains around one concrete service

Entry:

...

- [ ] Is the scope tied to one service and a clear boundary?

## Knowledge: Knowledge register
Expected artifact: Knowledge register

Record knowledge holders, artifacts, and locations for each domain

Entry:

...

- [ ] Does each entry name knowledge, holder, artifact, and location?

## Assessment: Assessment
Expected artifact: Assessment

Assess criticality, currency, and dependencies with evidence

Entry:

...

- [ ] Are criticality and currency justified by use or incidents?

## Risks: Risk map
Expected artifact: Risk map

Mark knowledge gaps, single-person risks, and stale artifacts

Entry:

...

- [ ] Are missing knowledge and missing documentation separated?

## Transfer: Transfer plan
Expected artifact: Transfer plan

Plan transfer actions with owner, audience, and review date

Entry:

...

- [ ] Can every transfer action be checked through a real task?

## Open questions and next steps

...

Method guide: https://methodatlas.meierhoff-systems.de/en/methods/knowledge-mapping/run-sheet
MarkdownShow template

Learning Review: Worksheet

Plan subject, participation, complete flow, and review.

# Learning Review: Worksheet

## Question
To be confirmed

## Desired outcome
To be confirmed

## Scope
Complete run
Time: 90–180 minutes; add time for evidence collection and action follow-up.

Complete this worksheet on paper or in your own document during the work.

## Preparation for this scope

### Method setup
- **Materials:** Timeline, decisions, signals, and available system or process data
- **Roles:** Facilitator · people with direct experience · scribe · action owners
- **Advance information:** Bound one event by time, impact, and learning purpose; confirm confidentiality and a blame-free rule. Prepare real cases, sources, and boundaries.
- **Overall time needed:** 90–180 minutes; add time for evidence collection and action follow-up.
- **Setup:** Create a workspace with Review frame · Evidence timeline · Decision view · System factors · Learning plan; keep example values separate from live data.

### Prepare for the work steps

#### Frame: Review frame
- Bound one event by time, impact, and learning purpose; confirm confidentiality and a blame-free rule.
- Timeline, decisions, signals, and available system or process data

#### Timeline: Evidence timeline
- Review frame

#### Decisions: Decision view
- Evidence timeline

#### System: System factors
- Decision view

#### Learning: Learning plan
- System factors


## Learning Review · working structure

### Review frame
Clarify scope, learning stance, and safe discussion rules

...

### Evidence timeline
Reconstruct a timeline from observable events

...

### Decision view
Examine decisions with the information and assumptions available at the time

...

### System factors
Connect systemic conditions and contributing factors

...

### Learning plan
Agree learning and improvement actions with an effect check

...

The blank worksheet contains prompts only.

[Reference source · original teaching example](https://sre.google/workbook/postmortem-culture/)


## Frame: Review frame
Expected artifact: Review frame

Clarify scope, learning stance, and safe discussion rules

Entry:

...

- [ ] Are scope, confidentiality, and a blame-free working rule confirmed?

## Timeline: Evidence timeline
Expected artifact: Evidence timeline

Reconstruct a timeline from observable events

Entry:

...

- [ ] Does the timeline separate timestamps, observations, and later interpretation?

## Decisions: Decision view
Expected artifact: Decision view

Examine decisions with the information and assumptions available at the time

Entry:

...

- [ ] Is each decision explained using the information available at that time?

## System: System factors
Expected artifact: System factors

Connect systemic conditions and contributing factors

Entry:

...

- [ ] Do factors show interactions rather than naming one person as the cause?

## Learning: Learning plan
Expected artifact: Learning plan

Agree learning and improvement actions with an effect check

Entry:

...

- [ ] Do actions have an owner, date, and observable effect signal?

## Open questions and next steps

...

Method guide: https://methodatlas.meierhoff-systems.de/en/methods/learning-review/run-sheet