Cross-reference glossary for README.adoc, EXPLAINME.adoc, and the PanLL wiki.
- eNSAID
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Environment for NeSy-Agentic Integrated Development. Also a deliberate play on NSAID (non-steroidal anti-inflammatory drug): PanLL reduces friction, pain, and strain without curing the underlying condition (complexity). Classification: project-specific (vocabulary).
- Human-Things Interface (HTI)
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An interface designed for the co-orbit between a human operator and a neurosymbolic machine, as opposed to a Human-Computer Interface (HCI) for humans and deterministic machines. Classification: project-specific (vocabulary).
- Cognitive relief
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The design intent of reducing unnecessary cognitive overhead (context-switching, explicit prompting, interface friction). PanLL provides mechanisms (Vexometer, Anti-Crash, Contractiles) targeting this intent; it is not a measured psychological guarantee. Classification: project-specific (design intent).
- Pane-A (Ambient)
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Persistent context and environmental support. Maintains continuity, absorbs state, reduces active cognitive management. The background layer. Classification: project-specific.
- Pane-L (Symbolic)
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Strict logic, types, and constraints. The contractual layer governing inference and action. Designed to consume the Typell verification kernel. "The law." Classification: project-specific.
- Pane-N (Neural)
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Streaming inference manifold. The agent’s internal monologue, reasoning traces, and OODA-style movement. "The mind." Classification: project-specific.
- Pane-W (World)
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Central shared canvas. The task barycentre where results, actions, artefacts, and state become visible. "The workbench." Classification: project-specific.
- Anti-Crash Library
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Logical circuit breaker preventing unvalidated neural output from reaching the task barycentre (Pane-W). Gates tokens and requires backend validation before neural suggestions mutate shared state. Classification: project-specific.
- Vexometer
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Real-time friction and cognitive-load monitoring system. Measures interaction timing, error rates, and undo frequency. Adjusts UI density and prompting frequency to reduce strain. Classification: project-specific.
- Contractiles
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Adaptive state contracts between operator and machine. Negotiated boundaries for autonomy, intervention, and resource usage. Inspired by biological contractility (adaptive tension). Classification: project-specific.
- Feedback-O-Tron
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Community-driven performance reporting and constraint suggestion system. Classification: project-specific.
- TEA (The Elm Architecture)
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Model-Update-View pattern implemented in ReScript. Provides strict unidirectional data flow and exhaustive pattern matching across all UI variants. Classification: standard (Elm pattern).
- Gossamer
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Rust + WebKitGTK webview shell. Provides a lightweight, container-friendly alternative to Electron (~5 MB binary). Classification: standard (Tauri-adjacent technology).
- Task barycentre
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The central gravitational point of work in PanLL: Pane-W, where artefacts, results, and state converge. Classification: project-specific (vocabulary). Borrowed from physics/astrophysics.