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AI-LSC TODO

Recent progress (v3.2 — 10-Layer Systems Architecture)

  • ✅ Completed the 10-layer taxonomy migration that was started on top of v3.1.1b: defaults.py (108-tool seed), all 11 modular layer files (186 tools), stack/connections.py (92 static layers + 5 dynamic loop lookups), CATEGORY_MAP cascade (221 categories), validator level range, README/quickstart/docs. See CHANGES.md → v3.2.
  • ✅ Repaired ui/pages/db_manager.py: the interim migration had truncated it to 222 lines (syntax error + lost implementation); the canonical 1.3 k-line implementation now lives in-tree and its CATEGORY_MAP is migrated to the 10-layer taxonomy.
  • ✅ Reconciled kanban into the layer files (was defaults-only) — merged registry is now 186 tools.
  • ✅ Preserved all operational registry metadata (installers, launchers, deps, flags, licenses, filesystem blocks) that the master-target defaults rewrite had stripped; curl|sh policy markers untouched (C-05).
  • ✅ open_webui vs openwebui orphan gap: confirmed moot — only openwebui exists in the registry and it has a STACK_WIRINGS entry.

Recent progress (v3.1 — 2026-07-07)

  • ✅ Applied the full master code critique: 91 of 93 findings addressed (CRITICAL × 6, HIGH × 24, MEDIUM × 42, LOW × 19). The 2 intentionally skipped items (curl|sh remote installers) are documented in whatremains.txt.
  • ✅ Added the Pipeline Ticker: scrolling wiring-topology status bar at the top of every workspace tab. Color-coded arrows by interface type, orphans flagged red, click-to-jump to Tools tab.
  • ✅ Added the Workspace Tab: peek-style orchestration surface with one sub-tab per active tool. Web tools embed via QWebEngineView, CLI tools attach to tmux via capture-pane polling. Feels like virt-manager / aqemu for your AI stack.
  • ✅ Strengthened the registry validator to enforce the full 8-key flags schema; backfilled 123 layer-file flag blocks via scripts/backfill_layer_flags.py.
  • ✅ Reconciled tool count: 124 tools in defaults.py + 123 tools across the 13 layer files (merged).

Open work

The 10-layer taxonomy is now in place; classification quality is the next frontier. The 78 layer-file tools absent from the master registry were classified by hand for v3.2 (table in scripts/apply_10layer_taxonomy.py); review those assignments if any feel wrong — layer/level sync from layer files makes corrections a one-file edit. If you're reading this file, first of all thanks for trying it out — help by testing the UI, tools, configs, and pipelines. It's a lot.

Follow-ups worth doing

  • Regroup the 11 legacy layer files (still named after the old taxonomy: security.py, observability.py, devops.py, ...) into 10 files that match the new layer names. The loader merges by tool, not by filename, so this is pure file-shuffling — deferred as churn in v3.2.
  • llama-swap and mesh-llm are listed as Layer 5 exemplars in the architecture docs but only meshllm exists in the registry; consider adding a llama_swap entry (VRAM swapper) to complete the story.
  • The 74 preserved-but-unused cascade categories (from the v3.1.1b map) could be pruned if the category combobox feels crowded.

Deferred from the critique pass

See whatremains.txt for the full list. Highlights:

  • curl|sh remote installers (Ollama, Grafana Alloy, Meilisearch) — left in place per user instruction. Apply the critique's download-first pattern when the remote-code-execution policy is revisited.
  • L-17: registry/openengineer/parser.py still has commented-out code blocks — confirm with the OE importer maintainer before deleting.
  • L-18: registry layer files declare tools without filesystem blocks; backfilling install/config/cache/logs paths across the layer-file tools is a mechanical but sizable job (v3.2 preserved the 24 defaults.py blocks + n8n/odysseus).
  • M-22 / M-40: chatbot_console.py HTML bubble builder + nested ternary — could extract _render_bubble(msg) helper, deferred as low-impact polish.
  • M-10 / M-15 / M-16: registry/openengineer/importer.py nested-if flattening + dedup — defer to a focused OE-importer cleanup pass.

UX polish still on the wishlist

  • The Monitor page flow is 80% organized; the layout is still being decided.
  • More STACK_WIRINGS entries — the ticker's value scales with how complete the wiring data is. Currently 137 wirings for 186 tools; gaps surface as orphans when staged.
  • Screenshots: the docs/screenshots/ directory still reflects v3.0. A refresh pass to capture the 10-layer sidebar + Pipeline Ticker + Workspace Tab is overdue.