Knowledge engineering resource map

Historical sources document what learners and practitioners did. Formation reconstructs their learning experiences. The Framework names the Activities, and the Formation Record documents how strongly each passage supports an Activity.

How people learned

Thirteen Experiences describe how learners developed knowledge engineering capabilities. The edition connects those Experiences to present-day Activities.

How the work is organized

Eight Processes contain thirty Activities and seventy-one Tasks. Each element has a stable identifier that connects it to passages, evidence and public resources.

Read the history

The public history brings the original sources, practitioner experience and six principles together. Its evidence ledger identifies the support for each claim.

Knowledge engineering history

Choose Activities

The poll lists the Framework’s thirty Activities. Running totals inform a human review of two commercial development candidates.

Activity poll

Resource families

Governing documents

PRODUCTS defines what is offered; PROCESS defines IPMP and human Gates; SUBSTRATE defines shared methods and provenance. CLAUDE supplies operating instructions; COMMERCE records sale and delivery arrangements.

Original historical sources

Preserved course materials, reports, source text and scans used to ground the Formation reconstruction: McCarthy, Newell, Bundy, Clancey, Bahill and Stanford materials.

Thirteen Experience work files

Individual Experience texts, plans, findings, examiner reviews, revisions, page images and review bundles.

Earlier KE editions and decisions

Earlier editions, Framework v0.1–v0.3, poll revisions, drafts, historical handoffs, reviewer packets and demonstration plans.

KE Formation editions and reader materials

The historical reconstruction of thirteen Experiences, with its findings, learning cycle, synthesis, limits and references. Edition v0.4 preserves v0.3 content and adds Framework element references.

KE Process Framework v0.5

The current classification of eight Processes, thirty Activities and seventy-one Tasks. Stable Element IDs connect citations across the collection.

Authoritative IPMP Records

Human decisions, product state, integration contracts, source qualifications and current publication status. Formation §19 holds the mapping/evidence; §20 holds deliverable state. Framework D21 governs the ratified announcement and selection rules.

Contemporary demand evidence

Job postings, coding manual, occupation mapping and sample simulations. The coded register contains 29 postings; source and coding limitations remain visible.

Research hypotheses and protocols

The thirteen-hypothesis register, draft study protocols, evidence checks, source registers and prospect records.

History master and seven ideas

Public-facing lineage, seven-ideas/six-principles explanation, practitioner history, evidence ledger and Formation synthesis.

Public pages and generated delivery

Published site files, history HTML/PDF, method pages, product pages and download surfaces. Generated files reflect their owners’ source masters.

LinkedIn announcement and drafts

Ratified draft 6 for November 9, earlier drafts and LinkedIn-practice research.

Activity poll and dashboard

Current specification, generated thirty-Activity list, cumulative top-five dashboard and aggregation function.

KE builders and consistency checks

Builders propagate shared wording and element IDs; checks detect structural drift; page/PDF builders create publication outputs.

Shared methods and underlying research

Eight Ways research, CATS verb levels, provenance methods, elicitation lineage, elegance principles, types and verb libraries.

Instruments and candidate forms

Activity v1.0.3 is the existing offered instrument. Knowledge Record and 96 have their own Records and development states.

Practitioner and application material

Applied examples, engagement records and practitioner-specific material. These provide cases and source/lineage context.

Books and other Product folders

Joy6, Turiya, Language of Fear, DivineUnion, Samadhi, retired 8/Protocol and other Product-owned material.

Other research and working material

Research outside the central KE chain, including scripture/causality work, Jue Cha, publication research, manuscripts, worksheets and methodological documents.

Broader historical archive

Earlier governing layers, product lineage, imported sessions, prior handoffs, operational history and earlier site material.

Repository and deployment support

Shared scripts, build configuration, tests, Inquiry engine, Netlify configuration and other repository support.

Session evidence and handoff

Alignment snapshots, mapping ledgers, source dispositions, review history, final evidence packages, live synchronization evidence and Monday handoff.