Wisdom Transfer Standard
When has written knowledge become reusable wisdom?
Wisdom Transfer is complete when an unfamiliar recipient can see why the knowledge matters, judge whether to trust it, retrieve its rightful context, apply it with proportionate support, perform independently, and return evidence that improves the next baseline.
Six Gates
Every significant Playbook artifact must pass all six gates:
- Purpose — the beneficiary, valuable change, protected constraints, and reason to invest attention are explicit.
- Integrity — ontology, epistemology, taxonomy, nomenclature, and axiology make meaning, evidence, placement, names, and value inspectable.
- System — boundary, relationships, inputs, outputs, consequences, controls, and feedback are visible.
- Knowledge — one canonical owner, OKF-compatible metadata, lifecycle, provenance, freshness, and typed routes make the knowledge retrievable without hidden context.
- Teaching — the learner's independent state, proximal move, MKO, contingent scaffold, argument, practice, and fading plan are clear.
- Transfer — an unfamiliar recipient can explain, apply, challenge, adapt, perform independently in a second context, and return evidence.
Failure of one required gate means transfer is incomplete. Do not average the gates.
Reader Pit of Success
The standard should make the valuable next action easier than passive consumption:
recognise why it matters
→ retrieve the rightful knowledge
→ inspect evidence and limits
→ attempt one reachable action
→ use only the support needed
→ perform without support
→ transfer to a second context
→ return evidence to the owner
This path is a pit of success only when the learner retains judgment. Do not simplify away uncertainty, dissent, consent, cost, or stop conditions merely to make an action easy.
Apply this action gate:
- Action: one valuable next move is explicit.
- Value: the learner knows why it deserves time and energy.
- Ease: an example, prompt, protocol, or scaffold makes starting realistic.
- Truth: evidence, confidence, limits, counterclaims, and unknowns remain visible.
- Context: the canonical owner and next useful relationships are clear.
- Return: practice produces independent proof, retained learning, or a better question.
Commissioning
- L0 — absent: no artifact exists.
- L1 — drafted: the six gates are addressed in intent.
- L2 — built: the artifact passes structural and generated checks.
- L3 — used: a real case produces feedback and a dated receipt.
- L4 — transferred: all gates pass and an independent person in the served role validates transfer.
Structural checks can prove L2. Authors cannot self-declare L4.
Apply by Page Job
Do not impose five ritual headings. Apply the gates through the page's job:
| Page job | Transfer proof |
|---|---|
| Hub | A reader recognises the need, finds the rightful route, and knows why to choose it. |
| Concept | A reader explains, challenges, and transfers the model to another context. |
| Playbook | A reader performs the action, adapts it, and produces the declared output and evidence. |
| Evidence | A reader traces provenance, calibrates confidence, and names what would change the claim. |
| Glossary | Different readers decode the same meaning and use it correctly in context. |
| Decision record | A later reader reconstructs the reasoning, authority, consequences, and review trigger. |
| Domain map | A reader sees the boundary, chooses a route, and updates the map when evidence changes. |
Failure Modes
- Decoded but ownerless — the meaning is clear but no route or lifecycle authority exists.
- Valueless knowledge — the artifact is clear and retrievable but improves no worthwhile judgment or action.
- Routed but unproved — the page is findable but hides evidence state or failure conditions.
- Executable but unsafe — the method omits authority, consequence, or refusal boundaries.
- Readable but inert — the recipient can repeat the words but cannot apply or adapt them.
- Permanent scaffold — support produces assisted output but never fades into independent capability.
- One-way learning — use produces feedback that never updates the source or next question.
Changes my mind: independent use shows that one gate is redundant, or a missing interface predicts transfer failure better than the six-gate contract.
Context
- depends-on Shared Wisdom Loop — supplies the gathering, judgment, scaffolding, practice, and evidence-return method.
- depends-on DDL Nomenclature — supplies canonical meaning.
- depends-on Systems — makes relationships and feedback visible.
- depends-on Wiki Schema — assigns route, job, lifecycle, and authority.
- pairs-with Open Knowledge Format — makes the knowledge portable and trust-aware without claiming that metadata proves transfer.
- pairs-with Documentation Writing Standard — implements transfer for pages.
- instance-of Compounding Standards — commissions one cross-interface standard.
Questions
Next question: which gate would an unfamiliar recipient fail first, and what is the smallest scaffold that helps them pass without weakening judgment?