feat: graph context injection — the session's prior knowledge, steered in at session start (vision-context-injection.md)

One shot per chat, fired at the first turn's onFinish: the session's
topic (its only typed message) is embedded as an EmbeddingGemma retrieval
query; the semantically closest graph propositions are selected under the
session's token budget (pure budget, no similarity threshold — the
decided doctrine) and delivered as a marker-only steer through the wake
pipeline, queuing behind pending questions like every sub-agent result.

- contracts: ChatSettings.graphContextTokens (default 1024, max 4096,
  step 128, 0 = off); GraphContextData + graphContextText; the
  graph-context JobKind + buildGraphContextSteer (id steer_ctx_<chatId>)
- core/graph-context.ts: brute-force cosine top-K, greedy chars/4 fill
  under budget, most-recent UnderstandingLevel fold, count cap 64,
  parse-don't-cast at the marker seam
- server: embedQuery (role-asymmetric query format, same warm singleton
  — vector-space parity by construction); the runner (startGraphContext-
  Injection one-shot gates; runGraphContextJob validates ledger parity);
  wake branches (chatIdOf/jobIdOf, finalizeJob done, recoverStaleJobs
  re-deliver or contextRespawn); abortJob kills context jobs SILENTLY
  (nothing was promised in the lesson); turn-service trigger seam
- adapter: data-graph-context flattens to the canonical block (malformed
  parts have no model face)
- UI: the budget slider (home dock + /chat/new draft, the session-data
  strip); the quiet SystemLine "~537 · 10 propositions"; dock kind
  "Knowledge context"; model-picker PUT now spreads settings (a model
  pick can no longer clear the sibling override)

Live-smoked end to end on the real embedder + real GLM: seeded ledger
(10 propositions), session on "modal logic: possible worlds and the
necessity box" — job in the dock, queued behind the prober's question,
delivered on the answer, SystemLine in the transcript, wake turn reads
the block and continues the probe. Gates: tsc, lint, 459/459, build.

components/activity-dock.tsx

@@ -1,7 +1,7 @@
 "use client";
 
 import { createContext, useCallback, useContext, useEffect, useMemo, useRef, useState } from "react";
-import { ActivityIcon, BotIcon, PenToolIcon, PlayIcon, SearchIcon, SquareIcon, WaypointsIcon } from "lucide-react";
+import { ActivityIcon, BookOpenIcon, BotIcon, PenToolIcon, PlayIcon, SearchIcon, SquareIcon, WaypointsIcon } from "lucide-react";
 import { cn } from "@/lib/utils";
 import type { CallUsage, JobKind, JobRecord } from "@/src/core";
 import { CONTEXT_LIMITS, jobCost } from "@/src/core";
@@ -204,6 +204,7 @@ const KIND_ICON: Record<JobKind, typeof SearchIcon> = {
 	research: SearchIcon,
 	demo: PlayIcon,
 	visual: PenToolIcon,
+	"graph-context": BookOpenIcon,
 };
 
 /** Abort states per blob id: pending (fired) / failed (backend absent). */
@@ -318,7 +319,9 @@ function ActivityBlobRow({
 					? "Demo builder"
 					: blob.jobKind === "visual"
 						? "Figure maker"
-						: "Sub-agent";
+						: blob.jobKind === "graph-context"
+							? "Knowledge context"
+							: "Sub-agent";
 	return (
 		<div
 			data-testid={`activity-blob-${blob.process}`}