Resources
Protocols, field cards, learning maps, reading paths, and publication-support material for the DFEI system.
Adaptive Prompt Architect
A GPT agent and free build stack for serious project prompt architecture across Claude, Gemini, NotebookLM, and more.
Learning MapThe AI Learning Blueprint
A curated map of free and free-to-audit AI learning resources, organized into three paths: Practitioner, Builder, and Architect.
Operator GuideOperator Guides
Styled PDF quickstarts, field references, and protocol guides.
Media DistillationMedia Distillations: Decks
Presentation decks and visual dossiers tied to DFEI packages.
Media DistillationMedia Distillations: Signal Briefings
Video distillations and visual companions for issue packages.
Protocol PackageSavepoint Protocols
Explicit continuity controls for save, restore, diff, absorb, approval, and handoff workflows.
Protocol PackageLean Civility
Low-noise syntax for respectful, direct machine collaboration.
Protocol PackageSignal Intake Mode
Capture signal, ambiguity, and constraints before synthesis or execution.
Field ToolRepair Surface Audit
Separate orientation language from verified repair state and Safe to Continue.
Source RecordSources & Research
Suggested reading, source backbones, references, and research records for the DFEI system.
Field ArtifactContinuation Evidence Gate
A Calibration Drift Card for testing whether a workflow has earned continuation.
Field DiagnosticFind Where the Verbs Went
A Broken Loop Diagnostic for locating control verbs and repair paths.
Field ArtifactThe Trajectory Assurance Matrix
A diagnostic that scores an agentic run by its full trajectory — authorization, step validity, expected state, reversibility, and human control — not only its final answer.
Field ArtifactThe Adaptation Throughput Test
A deployment-speed diagnostic for measuring whether institutional adaptation can keep pace with AI capability inflow.