v1.8.2: tool loop cap-hit summary + tool call UI compaction

Old hardcoded MAX_TOOL_LOOP_DEPTH=15 replaced by per-agent
max_tool_calls (1-100, AGENTS.md frontmatter) with defaults: 30 for
read-only-only agents, 10 for agents that include any non-read-only
tool, 15 for raw chat. When the loop hits cap, fire one final summary
call with tools disabled, stream the wrap-up into the in-flight
assistant message, then insert a system sentinel with
metadata.kind='cap_hit'. The sentinel renders an amber bubble with a
Continue button (latest sentinel only) that POSTs to a new
/api/chats/:id/continue route to extend. Hard ceiling: 3 cap-hits per
chat (2 continues max) — third sentinel reports can_continue=false.

Error frames carry a machine-readable reason code alongside human
error text. Failed messages persist the reason via
metadata.kind='error' so the bubble renders specifics on reload (WS
error frame is one-shot).

Tool call UI rewired: ToolCallLine renders inline (↳ name args
spinner/check/✗, expand-on-tap for args+result); ToolCallGroup
collapses 3+ consecutive same-tool runs into a compact card.
MessageList owns a three-pass pre-render (flatten + fold tool
results onto matching runs by id + group same-tool runs + number
sentinels). MessageBubble drops tool rendering and adds the
sentinel / error-reason branches. ToolCallCard deleted.

Roadmap follow-up logged: add explicit max_tool_calls: 30 to the 6
agents in /data/AGENTS.md and /opt/boocode/AGENTS.md post-ship for
discoverability (defaults handle behavior identically).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

apps/web/src/api/client.ts

@@ -152,6 +152,13 @@ export const api = {
         `/api/chats/${chatId}/force_send`,
         { method: 'POST', body: JSON.stringify({ content }) }
       ),
+    // v1.8.2: extend an inference that hit the tool budget. `sentinelMessageId`
+    // is the cap-hit sentinel message the user clicked Continue on.
+    continue: (chatId: string, sentinelMessageId: string) =>
+      request<{ assistant_message_id: string }>(
+        `/api/chats/${chatId}/continue`,
+        { method: 'POST', body: JSON.stringify({ sentinel_message_id: sentinelMessageId }) }
+      ),
     fork: (chatId: string, body: { messageId: string; name?: string }) =>
       request<Chat>(`/api/chats/${chatId}/fork`, {
         method: 'POST',