* Add multi-model support with ModelRegistry, fallback routing, and per-workstream selection
Introduces a ModelRegistry that holds named model configurations loaded from
[models.*] sections in config.toml. Each workstream can select its model at
creation time or switch mid-session via /model <alias>. When the primary model
is unreachable, a configurable fallback chain tries alternative models. Sub-agents
(plan/task) can optionally use a cheaper model via the agent_model setting.
Core changes:
- New turnstone/core/model_registry.py: ModelConfig (frozen, api_key redacted from
repr), ModelRegistry (thread-safe lazy client creation, resolve, fallback chain),
load_model_registry() with backwards-compatible config loading
- session.py: registry/model_alias params, /model show+switch command, fallback in
_create_stream_with_retry (extracted _try_stream), agent model override in _run_agent
- workstream.py: factory signature accepts optional model_alias, create() gains model param
- cli.py + server.py: build registry, updated session factories, banner, shutdown
- protocol.py: model field on CreateWorkstreamMessage
- bridge.py: pass model through workstream creation chain
Frontend:
- MODEL column added to dashboard tables in both server and console UIs
- Responsive: hidden alongside NODE at narrow viewports
- ARIA labels include model info, title attributes for truncated text
- SSE connected event includes model_alias
Documentation:
- README: architecture tree, Multi-Model Support section, config keys
- docs/architecture.md: module map, Multi-Model Registry subsection
- docs/api-reference.md: model field in workstream creation, model_alias in SSE
- PlantUML diagrams 02 + 03 updated with ModelRegistry
Tests: 43 new tests (576 total), mypy clean, ruff clean.
* Fix Copilot PR #9 review: model_alias property, preserve manual tool_truncation
- Expose model_alias as a public @property on ChatSession instead of
accessing the private _model_alias from server.py and tests
- Track _manual_tool_truncation flag so /model switch only recomputes
tool_truncation when it was auto-derived, preserving --tool-truncation
overrides
- Update PlantUML diagram to reflect the public property
* Add call_id routing for streaming tool output during parallel execution
Thread call_id through tool_info, approve_request, and tool_result SSE
events so the browser can route streaming output chunks and final results
to the correct tool div when multiple bash tools run in parallel.
Server: include call_id in serialized approval items and tool_result events.
Protocol: add call_id to on_tool_result signature (session, cli, eval, server)
and ToolResultEvent dataclass; pass through MQ bridge.
Client: set data-call-id on tool divs, match by call_id in appendToolOutputChunk
and appendToolOutput with func_name fallback; extract makeCollapsible
helper; use CSS.escape for querySelector safety; fix replayHistory
\\n typo and missing keyboard accessibility on collapsed output.
Bridge: fix pre-existing bug using "name" instead of "func_name" for
auto-approval matching; include call_id in _build_history for replay.
Also adds on_tool_result calls to write_file and edit_file exec methods.
* Update docs/tools.md
Replace subprocess.run() with Popen for bash tool execution, streaming
stdout line-by-line through a new on_tool_output_chunk callback. Web UI
renders chunks incrementally with a pulsing amber border indicator.
Core:
- Add on_tool_output_chunk(call_id, chunk) to SessionUI protocol
- Rewrite _exec_bash() with Popen, process-group kill via
start_new_session + os.killpg, background stderr drain thread,
threading.Event-based timeout detection
- Guard UI callback with contextlib.suppress so errors don't
interrupt output collection
Server/CLI/eval:
- Add tool_output_chunk SSE event type in WebUI
- No-op implementations in TerminalUI, BackgroundTerminalUI, SilentUI
MQ:
- Add ToolOutputChunkEvent to mq/protocol.py and _OUTBOUND_REGISTRY
- Handle tool_output_chunk in bridge._handle_ws_event
Web UI:
- Add appendToolOutputChunk() with call_id-keyed DOM elements,
inner auto-scroll, ARIA attributes, and empty chunk guards
- Fix appendToolOutput() streaming cleanup using adjacency matching
- Make collapsed output keyboard-accessible (tabindex, role, keydown)
- Improve stripAnsi() to handle CSI, OSC, and two-byte escapes;
use it consistently in replayHistory, addInfoMessage, addErrorMessage
- Add .tool-output-stream CSS with soft pulse animation, mobile
max-height cap, and consolidated prefers-reduced-motion support
Docs & diagrams:
- Document tool_output_chunk SSE event in api-reference.md
- Update SessionUI protocol (14 methods) in architecture.md
- Update Phase 3 execution flow in tools.md
- Add on_tool_output_chunk to 03-core-engine-classes.puml
- Update 04-conversation-turn.puml, 05-tool-pipeline.puml
- Add ToolOutputChunkEvent to 06-mq-protocol.puml
- Add to event list in 07-message-routing.puml
- Regenerate all 5 affected PNG diagrams
* Quality overhaul: code tooling, CI/CD, architecture diagrams, UI redesign, and legacy cleanup
- Add ruff (lint+format) and mypy (strict) with zero errors across 37 source files
- Add GitHub Actions CI (lint, typecheck, test matrix 3.11/3.12/3.13) and PyPI publish workflow
- Create 12 PlantUML architecture diagrams with PNG renders covering all subsystems
- Refresh README and docs with badges, diagram links, and current descriptions
- Refactor test_server_live.py with mock streaming helpers for deterministic CI testing
- Update dependencies to current versions (openai>=2.24, httpx>=0.28, redis>=7.2)
Console dashboard:
- Move state indicators from top cards to fixed bottom status bar with cluster metrics
- Replace flat 50-node list with hostname-prefix grouped nodes (expand/collapse, up to 1000)
- Apply "Instrument Panel" visual redesign: IBM Plex Mono + Outfit fonts, warm amber accent,
LED glow state indicators, deep charcoal surfaces, WCAG AA contrast compliance
- Add render cache, stale indicator, active filter highlight, loading states
Server web UI:
- Apply matching Instrument Panel aesthetic for visual consistency with console
- Fix branding (pcode → turnstone), extract inline styles to CSS classes
- Rename pcode localStorage keys and history state to turnstone
Legacy cleanup:
- Remove persona-model-specific --persona flag and /persona slash command
- Remove model_identity from chat_template_kwargs (vLLM-specific mechanism)
- Refactor plan agent to use standard developer message instead of model_identity
- Remove dead code (unused date/has_tools variables, noqa suppressions)
* Fix CI typecheck: add mypy overrides for optional sympy/numpy imports
The math sandbox optionally imports sympy and numpy at runtime (try/except
ImportError). In CI these packages are not installed, so mypy raises
import-not-found rather than import-untyped. Add mypy overrides to
ignore missing imports for these optional dependencies.
* Fix Copilot review findings: ARIA role, status bar cache, and pulse opacity
- Change #node-table from role="tree" to role="list" and group elements
from role="treeitem" to role="listitem" (proper ARIA semantics)
- Include currentView and currentFilter.state in renderStatusBar cache key
so active pill highlight updates when switching views
- Align pulse animation to 0.35 opacity (already applied in CSS)
Patrick Buckley