The AI-seats configurator gains a "Start from a profile (AGENTS.md)" picker. Selecting one loads
the org's resolved profile (builtins + authored + installed, one per key) and prefills the agent's
name, monogram, recommended autonomy, and skills (intersected with the org's skill library), and sets
the operating-guide persona — all still editable before saving. A persona textarea is shown and sent
to ConfigureAgent (already persisted + injected into the run as "# Operating guide"). Closes the loop:
upload/install an AGENTS.md → stand up a seat from it in one step.
Frontend only; the persona/ConfigureAgent path is covered by existing tests. Client build green.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Agents can now use Model Context Protocol servers. End to end:
- SharedKernel seam IMcpGateway (ListToolsAsync / CallToolAsync) + McpToolDescriptor / McpToolResult,
so the Assembler discovers and can invoke MCP tools without referencing Integrations' tables.
- Integrations: McpServerConfig (org-scoped, owner-only; auth headers AES-GCM encrypted, never
returned — only their names) + AddMcpServers migration. McpClient: a dependency-free Streamable-HTTP
JSON-RPC 2.0 client (initialize → notifications/initialized → tools/list / tools/call), carrying the
Mcp-Session-Id and parsing both application/json and text/event-stream replies. McpGateway resolves
an org's servers, decrypts headers server-side, and is best-effort: an unreachable server is logged
and skipped, never failing the run. CRUD + connectivity-test endpoints (create/test/delete owner-only
via ManageApiKeys; list via ConfigureAgents to bind).
- OrgBoard: Agent gains McpServerIds (uuid[]; migration backfills existing agents to empty) flowing
through ConfigureAgent + AgentRunContext.
- Assembler: AgentRunExecutor lists the agent's MCP tools (best-effort) and PromptAssembler renders a
"# Tools (MCP)" catalog — labelled as data, never instructions — and records it in the run trace.
- Client: SeatsPage gains an MCP servers card (add/test/delete, encrypted auth header) and a per-agent
MCP server multi-select; api client gains del().
Note: discovery + the governed call gateway are in place now; the autonomous model-driven tool-call
loop (model emits tool_calls → gated execution → feedback) needs a tool-calling model client and is
the next increment — the stub model can't drive it.
Verified: ArchitectureTests 8/8, IntegrationTests 53/53 (McpClientTests: JSON-RPC handshake/session,
json + SSE; McpServerRegistryTests: owner-only, encrypted-header-never-returned, graceful test,
Member 403; PromptAssemblerMcpTests: catalog + trace, omitted when empty), client build green.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
ISkillCatalog.GetByKeysAsync now takes the org id and resolves each key within that org's namespace
only — the org's own published skill, else a shared builtin (null org), never another org's. Org-owned
is preferred over the builtin; only Published (golden-tested) skills are injected; the resolved
skill@version is recorded in the prompt heading and run trace. AgentRunExecutor threads
context.OrganizationId. SeatsPage now loads the org library (builtins + authored + installed), dedupes
to one entry per key, and flags drafts (won't run until published).
Verified: ArchitectureTests 8/8, IntegrationTests 48/48 (new SkillRunScopingTests: a run assembles the
org's own skill over the builtin of the same key, and another org's same-key skill never leaks in),
client build green.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
The object spine becomes definable (data model was designed-for from day one):
- Division and Product entities (Product carries kind: Product|Service, optional DivisionId);
Team gains nullable ProductId — pre-structure teams keep working. AddDivisionsAndProducts
migration; org-scoped validation; owner-only writes (audited); list endpoints.
- /structure page: define divisions, products/services (with division), teams (under a
product). Org chart now renders the full spine — org → divisions → products → teams →
seats — with parentless layers linking up to the org.
- BYOK custom URL: the SeatsPage model-connection form gains a Base URL field (provider
list: stub/openai/ollama/vllm/custom). Backend already supported it end to end —
ApiConfig.Endpoint flows into the OpenAI-compatible adapter ({base}/v1/chat/completions),
so any OpenAI-compatible gateway or self-hosted model works; the config list shows it.
Verified: ArchitectureTests 8/8, IntegrationTests 45/45 (new OrgStructureTests: spine
creation, kind tags, org-scoped validation 400s, Member 403), client build green.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
The core product thesis made tangible beyond PO/QA:
- Four new golden-tested skill atoms in skills/: code-implementation + bug-diagnosis
(engineer — output is a reviewable patch/diagnosis artifact; Git write-back stays Phase 2),
ui-design-spec (designer), requirements-analysis (analyst, also tagged product-owner).
The catalogue now spans five roles with eight atoms.
- Seat configurator: SuggestedSkills — maps the seat's free-text role name to skill role
tags and offers the matching set one click ("Use set"). Any role name → staffed with AI.
- AnyRoleSeatTests: an "Backend Engineer" seat (Edison, gated) runs the same pipeline —
skills assemble, implement-code/Draft parsed, proposal held in the review inbox like any
governed action. SkillSyncTests updated for the larger catalogue.
Verified: IntegrationTests 44/44, client build green.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
A "AI seats" page (shadcn, on the design language): manage BYOK model connections (add +
test; the key is write-only), create seats on a team, and configure an agent per seat — name,
the color-graded autonomy dial (draft slate / gated indigo / auto teal), a model connection,
skill toggles from the registry, and docs. Navigable AppShell sidebar (Board / AI seats).
Verified: client `npm run build` clean (1890 modules, tsc + vite).
soroush.asadi