Bring the LLM agent's prompts and tools current with the new /search
section and arcadia-search admin sidecar:
- New tools in admin-tools.ts:
- list_search_corpora: enumerate tenants + corpora with build status,
so the agent can pick a real corpus instead of guessing.
- rebuild_search_corpus(tenant, corpus): isWrite=true, surfaces a
confirm card. Use after uploads or when results look stale.
- search_kb description updated: names docs / operator-tools / files
explicitly, and points at list_search_corpora when unsure.
- ARCADIA_KNOWLEDGE: adds search-corpus terminology, /search route,
and a one-liner pointer to the three new tools.
- assistant.tsx UI_CONTROL_PREFACE: nav-search added, full Search
page action catalog (search-refresh / -restart / -new-tenant /
-new-corpus, corpora-search, per-row corpus-{t}-{c}-{rebuild,edit,
delete,actions}, tenant-{id}-delete, dialog form fields). Recipe
for the manual rebuild path, plus a note steering the agent to
the rebuild_search_corpus tool by default.
- search.tsx publishes a "search" surface to admin-context with
tenants + corpora summary, so the agent gets live state without
needing a tool call when /search is mounted.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Three layers:
1. GFM markdown — add remark-gfm so tables, task lists, strikethrough,
autolinks render properly. Style table elements (overflow-aware
container, muted header, divider rows). Render `[ ]` task list items
as visible checkboxes.
2. Structured tool-result rendering — new `tool-result-renderers.tsx`
dispatches by tool name to render a small UI block beneath each
ToolCallCard:
- list_tenants → table with status pills + plan column
- get_tenant → tenant detail card
- get_platform_stats → KPI tiles (total + per-status)
- list_audit_log → timeline rows with actor_type + action
- list_users → user list with role chips
- suspend_tenant / activate_tenant → tenant card with action confirm
ToolCallCard collapses by default — operators expand for raw JSON.
3. Custom ```card``` blocks the LLM can emit inline:
- {"kind":"pill","status":"…"} — status pill
- {"kind":"stat","label":"…","value":…} — stat tile
- {"kind":"callout","tone":"info|warning|danger|success",…} — callout
Malformed blocks fall through to the prose unchanged. Client strips
well-formed blocks from prose and renders them as components.
Domain primer updated to teach the model the card schemas and remind it
NOT to re-render tool-result data as markdown tables (that's done
automatically — it should add commentary only).
Layers are independent: 1 + 2 always work; 3 is purely additive.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
New tools in admin-tools.ts:
- list_audit_log({limit?}) — recent audit entries (terse: actor, action,
target, timestamp). Hits /api/v1/admin/audit-log.
- get_platform_stats() — aggregate counts (tenants by status + by plan),
composed locally from list_tenants until arcadia exposes a real stats
endpoint.
- list_users({limit?}) — users in the currently-selected tenant via
/api/v1/users.
- suspend_tenant({slug}) — write tool, suspends a tenant by slug.
- activate_tenant({slug}) — write tool, restores a suspended/deactivated
tenant.
Inline write confirmation:
- New ConfirmCard component renders below the assistant message that
proposed a write. Shows tool(args) and Confirm/Deny buttons.
- classifyCalls() splits LLM tool calls into reads/writes. Auto-loop
runs reads immediately; for any writes, holds them in pendingConfirm
state instead of dispatching.
- On Confirm: runs writes with allowWrites:true, prepends prior read
results, continueChat to produce the final answer.
- On Deny: synthesises tool-result messages telling the model the user
declined; continueChat so it can acknowledge.
- Arcadia-knowledge primer updated to tell the model the user sees an
inline confirm card automatically — it shouldn't ask in prose first.
Wired into both /ai and /assistant.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Make /ai and /assistant operate as the platform admin's assistant
against arcadia-app's API:
- Add `arcadia-knowledge.ts` — domain primer (multi-tenant Phoenix
backend, tenant lifecycle, platform_admins identity, etc.) baked into
every system prompt.
- Add `admin-tools.ts` — curated tool registry exposing `list_tenants`
and `get_tenant`, callable via OpenAI-native function calling. Tools
hit arcadia through `useArcadiaClient()` and inherit the operator's
JWT + tenant header. `runLLMToolCalls()` returns `tool` role messages
ready to push back into history.
- Add `admin-context.ts` — runtime registry pages publish to so the
assistant can answer factual questions about live UI state without
scraping the DOM. Tenants page registers its summary on mount.
- Replace generic Vibespace personas (Atlas/Forge/Inkwell/Pilot/Cursor)
with arcadia-flavoured ones: Operator, Auditor, Triage, Analyst,
UI Operator. Auto-migrate stored agents from the legacy set.
- /assistant: build admin preface (role + primer + persona + ctx) and
pass it as the `useChat` system at construction. Pass `tools` on every
`send()`. Auto-loop reads `toolCalls` off the streaming assistant
message and uses `continueChat()` to push tool results.
- /ai: same wiring (this is the canonical admin chat surface; the user
prefers its look).
- MessageBody renders tool-result cards (role: "tool") and a "Called X"
pill on assistant messages with toolCalls. Strips Qwen-style
`<tool_call>` XML from prose when the tags were converted to
structured calls.
- Extend ThreadMessage with the `tool` role + tool-call metadata so
conversations round-trip through localStorage.
- Tenants page: row actions get `data-action="tenant-<slug>-{suspend,
activate,deactivate}"` (via lib-table-ui's new dataAction prop);
registers tenant summary into admin-context.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
