diff --git a/CHANGELOG.md b/CHANGELOG.md
index 551c225..105842d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -25,10 +25,9 @@ skipped while we are still in 0.x.
     delivers cross-repo matches. An earlier draft also folded in the
     last commit subject, but a 6-token AND-FTS query is precision-extreme
     and produced zero matches across a real, sizeable cache.
-    Single-token ranking lets underscore/dash names tokenise naturally
-    (`pdf_to_quiz`, `reddit_promo_planner`) and BM25 picks the best
-    matches. Sanity check on three real projects returned 1+ relevant
-    cross-repo block each.
+    Single-token ranking lets underscore- and dash-naming tokenise
+    naturally and BM25 picks the best matches. Sanity check on three
+    real projects returned 1+ relevant cross-repo block each.
   - Scope decision: only `STEAL_HITS` is in v0.1. Other candidate fields
     (project status, last-touched timestamp, journal entries) were
     deferred — status carries a real risk of eroding trust in the whole
diff --git a/docs/mcp.md b/docs/mcp.md
index cfaf6a6..75f5e1b 100644
--- a/docs/mcp.md
+++ b/docs/mcp.md
@@ -80,6 +80,8 @@ treating the return as literal text.
 | `armillary_search` | `(query: str, max_results: int = 20) → str` | <50 ms per repo hit |
 | `armillary_projects` | `(status_filter: str \| None) → str` | <20 ms |
 | `armillary_pulse` | `() → str` | <30 ms |
+| `armillary_steal` | `(query: str, limit: int = 5, language: str \| None) → str` | <100 ms |
+| `armillary_revive` | `(project_path: str) → str` | <500 ms (revive subprocess + steal) |
 
 Schemas are introspected from the Python function signatures; the agent
 receives them in the `tools/list` response during the MCP handshake.
@@ -90,7 +92,7 @@ receives them in the `tools/list` response during the MCP handshake.
    on stdin. FastMCP replies with the server's name, version, and
    capabilities, then emits `initialized`.
 2. **Tool discovery.** The agent immediately calls `tools/list`. FastMCP
-   returns the five schemas so the agent knows what it can invoke. Any
+   returns the seven schemas so the agent knows what it can invoke. Any
    system-level prompt instructions declared on the `FastMCP()`
    constructor ride along here — armillary's say *"ALWAYS call
    `armillary_next` at the very start of every conversation,"* which is
diff --git a/src/armillary/code_index.py b/src/armillary/code_index.py
index 231a0e1..0eb18b3 100644
--- a/src/armillary/code_index.py
+++ b/src/armillary/code_index.py
@@ -294,13 +294,13 @@ def _sanitize_fts_query(query: str) -> str:
 
     Each whitespace-delimited token becomes a prefix-matched quoted
     phrase (``"token" *``). Prefix matching widens the recall: a
-    query like ``linked_flow`` now matches ``linked_flow_policy``,
-    ``linked_flow_service``, etc., which FTS5's simple tokenizer
+    query like ``user_session`` now matches ``user_session_policy``,
+    ``user_session_service``, etc., which FTS5's simple tokenizer
     would otherwise treat as distinct tokens.
 
     CamelCase vs snake_case is a separate concern — FTS5's simple
-    tokenizer does not split ``LinkedFlow`` into ``linked`` + ``flow``,
-    so users searching for ``linked_flow`` will not hit ``LinkedFlow``.
+    tokenizer does not split ``UserSession`` into ``user`` + ``session``,
+    so users searching for ``user_session`` will not hit ``UserSession``.
     Callers who care should submit both variants or use the dedicated
     matcher (future work).
 
diff --git a/src/armillary/mcp_tools.py b/src/armillary/mcp_tools.py
index 3257c7c..d9350dd 100644
--- a/src/armillary/mcp_tools.py
+++ b/src/armillary/mcp_tools.py
@@ -278,8 +278,8 @@ def armillary_context(project_name: str) -> str:
     or "what's the state of X". NOT auto-triggered on directory change.
 
     Examples:
-    - armillary_context("pdf_to_quiz") → branch, 1 dirty file, last 5 commits
-    - armillary_context("speak-faster") → dormant, last commit 3 months ago
+    - armillary_context("my-saas-app") → branch, 1 dirty file, last 5 commits
+    - armillary_context("old-prototype") → dormant, last commit 3 months ago
     """
     from armillary.context_service import get_context
 
diff --git a/src/armillary/revive_enhanced.py b/src/armillary/revive_enhanced.py
index 2c26b28..1b219b7 100644
--- a/src/armillary/revive_enhanced.py
+++ b/src/armillary/revive_enhanced.py
@@ -2,8 +2,7 @@
 
 Query strategy v0.1: the project name is the only signal we send to
 ``steal()``. Empirically this gives 5–8 cross-repo matches for typical
-underscore / dash naming (``pdf_to_quiz``, ``reddit_promo_planner``,
-``claude-code-project-boundary``) because FTS5 tokenises the separators
+underscore / dash naming because FTS5's tokeniser splits separators
 into meaningful sub-tokens. An earlier draft also folded in the last
 commit subject, but a 6-token AND query returns zero hits in practice.
 Single-token ranking is the simplest thing that delivers real value.