profiles: teach the agent to scout profiles and tools before switching ...

Persona gains a reconnaissance order (list_profiles, then list_tools for the
real toolset, then tool_manual) and the switch-vs-delegate rule: switch when
the task itself is another profile's work, delegate a side piece with
spawn_agent. The profiles block is built in one place and shared with the
admin prompt debug view, and the stale 'next user message' claim is fixed.

list_tools applies the admin-only role gate to an explicitly named profile,
the same one list_profiles uses, so it cannot enumerate hidden profiles.

profiles: the Personal Secretary retires, and every reference goes with it ...

`secretary` had become a second general-purpose assistant: same models, same
tools, one temperature step apart from `assistant`, and admin-only for no
reason the user could see. The directory is gone and the eight remaining
profiles load clean.

A profile that no longer exists is not a harmless orphan — `Agent` resolves
`session.profile_id` on every run and raises `ProfileNotFound`, so any session
left behind would open and then fail on its first turn. Prod sessions were
moved to `assistant` first (115 rows, verified after), and the local clone
along with them (101).

The reaction fallback loses its role table: it existed because the admin
fallback was itself admin-only, which `assistant` never is. `spawn_agent`
falls back to `assistant` too, and the two prompts that recommended
`secretary` now name only `server_admin` and `developer`.

tool_manual: a manual the agent cannot reach is not a manual ...

tool_manual asked the filesystem for the exact string the model sent, then
fell back to registry.get(). The executor already tolerated the ways models
mangle MCP names; the tool that documents them did not, so the agent calling
mcp__navi-3d__compile_scad got a schema dump while manuals/compile_scad.md sat
there unread. Resolving a name now happens in one place — resolve_tool moved
out of the executor into navi/core/tool_utils.py — so a name that works when
the tool is *called* also works when it is *asked about*. A miss suggests the
closest names instead of "not found", and a tool that exists but is not enabled
for this profile says exactly that: documenting it is still the useful answer,
but the agent must not go on to call it. params["tool_name"] was also a crash
waiting to happen — KeyError with the key omitted, AttributeError on null or a
number — and now anything that is not a usable string means "no name given",
which returns the index of manuals grouped by source.

The generated manual now renders the whole schema. An array of objects showed
as "(array, optional)" with its item shape invisible, so a model that could not
see the fields guessed them; objects, array items, oneOf/anyOf branches, enums
and defaults are all spelled out now, depth-capped. The header names the source
(native / mcp__<server>__) and says the text is a parameter contract, not a
curated manual — otherwise a thin schema reads as "this tool is simple".

Then the manuals themselves. A manual is filed under the tool's own name, and
five of the sixteen were not: write_tool.md and write_mcp_server.md documented
tools that do not exist anywhere (the tools are reload_tools and
create_mcp_server), model_3d.md documented compile_scad, render_3d.md documented
render_stl, and write_context_provider.md documented no tool at all — it is a
guide, and now lives in manuals/guides/. The prompts pointed at the same wrong
names (tool_developer's system prompt, persona_navi_code, docs/context_providers),
so fixing the files without the callers would have moved the breakage rather
than removed it. On HEAD the probe was blunt: tool_manual("mcp__navi-3d__compile_scad")
returned None and the agent got the schema; now it returns the manual.

Nothing was enforcing any of this, which is how it drifted. tests/unit/tools/
test_manual_drift.py reads the real repository tree: every manuals/*.md must be
named after a tool that exists (built-ins and tools/*.py by their name
assignments, MCP tools by @mcp.tool(name=…) in the server sources and by the
mcp_servers.d groups, whose file name is the server name), every manual must be
reachable by both its bare name and its full MCP spelling, a guide must never
shadow a tool's name, and every manuals/<x>.md or tool_manual("x") cited in a
doc or a prompt must resolve. The next rename fails the suite instead of
quietly wasting a manual.

Finally, manuals for the built-ins the agent uses most — ssh_exec, todo, memory,
plan, filesystem, notify, code_exec — written from the current schemas and the
code paths that produce the errors, so the gotchas are the real ones (todo's
`done` validation is enforced; memory's `list` returns categories, not facts;
filesystem's `delete` removes a tree with no prompt). reload_tools.md absorbs
the file format from the deleted write_tool.md, which is where a self-extension
recipe belongs now.

1556 passed, 1 skipped. ruff delta zero.

tools: list_tools defaults to the profile the run executes as ...

Asking "what tools do I have?" required the agent to know its own profile id
— and to be right about it after a switch_profile had moved the session. The
run knows: run_stream now publishes the active profile id (re-published when
switch_profile reloads the run) alongside the model, SubAgentRunner publishes
its own rather than inheriting the parent's, and ToolContext carries it into
every execute() call.

list_tools reads that when profile_id is omitted, so the bare call answers the
question, and it says which profile it assumed ("current profile") so the
answer cannot be mistaken for another profile's.

scope='agent'|'subagent' selects which of the profile's two toolsets to list —
the set spawn_agent would hand a sub-agent running that profile, which is a
different list and until now had no way to be inspected.

Item D of the list_tools plan, kept separate from the accuracy/compactness work.

tools: list_tools tells the truth and costs a tenth of the context ...

The tool read the profile config, not the registry: a tool the config declares
but nothing registered — mcp__navi_ui__render_component, whose server never
connects — was advertised as callable, and the agent walked into "tool not
found" (28 such warnings on prod). It now resolves every name against the live
registry and reports the rest separately as "Not registered", so a phantom
entry reads as a broken server, not as a tool to try.

It also returned every description it could find. For server_admin that was
125 tools and 35 316 bytes per call — ~9k tokens to answer "do I have anything
for ssh". Names are now grouped by source (native, then one section per MCP
server) with descriptions behind verbose, and query filters by substring over
names and descriptions: the ssh question costs 88 bytes instead of 35 KB, and
a plain listing drops to 3.7 KB (9.5x smaller).

Tests cover the phantom-tool case, query matching by name and by description,
and the size property that makes names-only the default.