04 — Style and Language Compression — Beyond Caveman - jackin❯

Getting Oriented Architecture Codebase Map Workspace Automation (xtasks)

Runtime Model Runtime Instance Model Instance and Resource Naming Image Labels & Recipe Hash Construct Image: User Creation Responsibility Configuration File Schema Versions Run Diagnostics

jackin❯ Capsule: In-Container Control Plane Capsule Session Lifecycle Capsule Terminal Model jackin❯ Capsule: Multiplexer Design Rules Claude Token Orchestrator

Architecture Decision Records ADR-001: Single-crate vs Cargo workspace ADR-002: Rust toolchain pinning and MSRV policy ADR-003: Ratatui as the TUI rendering library ADR-004: Capsule pane-body rendering mechanism ADR-005: Capsule single render path ADR-006: EditorState owns concrete workspace config ADR-007: Container backend lifecycle trait ADR-008: Launch never reconnects to a live instance ADR-009: Role hooks are the role author's domain ADR-010: Cleanup requires explicit operator approval

TUI Design TUI Architecture Navigation & Input Chrome & Surfaces Dialogs & Modals Component Reuse & Catalog Visual Design

TUI Lookbook BrandHeader Panel ButtonStrip TabStrip ConfirmDialog ErrorDialog SaveDiscardDialog StatusPopup FilterInput HintBar SelectList ScrollablePanel StatusFooter TextInput Toast ContainerInfo DiffView

Security Implementation Research Watchlist

Token-Optimization Techniques — Research Dossier Token-Optimization Research Brief 00 — Executive Summary 01 — Token Economics and Measurement 02 — Baseline Audit of This Environment (Phase 0)03 — Prior art and market scan 04 — Style and Language Compression — Beyond Caveman 05 — Tokenizer arbitrage 06 — Context architecture — what enters the window at all 07 — Caching exploitation 08 — Retrieval, memory, and state offloading 09 — Output discipline and structured generation 10 — Model routing and tiered delegation 11 — Multi-agent protocols and subagent compression 12 — Provider-level features, current and beta 13 — Infrastructure-level (self-hosted / gateway tier)14 — Frontier — unrealistic but maybe real 15 — Composed Stacks: Conservative / Aggressive / Unbelievable 16 — Validation Harness: the No-Quality-Loss Proof Protocol 17 — Adoption Roadmap: Day 1 / Week 1 / Month 1 18 — Volume II extension: gap audit and blind-spot map 19 — Subscription & quota economics: the metric Volume I optimized was the wrong one for a subscriber 20 — Multimodal token economics: images, screenshots, PDFs 21 — Latency, wall-clock, and human-time as a second cost axis 22 — Fleet, team & multi-tenant cache economics (hosted)23 — Cross-agent / cross-provider portability matrix 24 — Fresh literature & market delta (clean-room re-sweep)25 — Meta layer: the cost of optimizing, budget governance, and online quality guarding 26 — Volume II frontier: new "unrealistic but maybe real" ideas 27 — Volume II: coverage-delta ledger, verdict delta, and corrections 28 — Drift delta (2026-07-05)