diff --git a/plugins/kyberforge/.apm/skills/skill-audit/references/body-discipline.md b/plugins/kyberforge/.apm/skills/skill-audit/references/body-discipline.md
index 0fa7971..d4a7945 100644
--- a/plugins/kyberforge/.apm/skills/skill-audit/references/body-discipline.md
+++ b/plugins/kyberforge/.apm/skills/skill-audit/references/body-discipline.md
@@ -80,13 +80,13 @@ table** plus the gates common to every branch, and each flow lives in its own se
 `references/` file. Inlining all of them is a FAIL regardless of word count, because every
 invocation then pays for every branch it did not take.
 
-The reference shape in this repo is `apm-workflow`: a **421-word body** dispatching to roughly
-3,000 words of references across five mutually exclusive invocations. Its whole-file count is 554
-words — cite 421 when calibrating a body, or the conflation this section warns against reappears
+The reference shape in this repo is `apm-workflow`: a **237-word body** dispatching to roughly
+3,200 words of references across five mutually exclusive invocations. Its whole-file count is 304
+words — cite 237 when calibrating a body, or the conflation this section warns against reappears
 in the finding itself.
 
 Note its wiring: a three-column table (invocation, action, reference file) closed by one line,
-*"Read only the reference file matching the requested action."* That is the endorsed shape, and it
+*"Read only the reference file matching the requested action …"* That is the endorsed shape, and it
 is why the literal-conditional requirement above exempts a body that dispatches. Do not flag it.
 
 ## Gotchas sections
diff --git a/plugins/kyberforge/.apm/skills/skill-author/references/contract.md b/plugins/kyberforge/.apm/skills/skill-author/references/contract.md
index 986514d..70723ef 100644
--- a/plugins/kyberforge/.apm/skills/skill-author/references/contract.md
+++ b/plugins/kyberforge/.apm/skills/skill-author/references/contract.md
@@ -120,8 +120,8 @@ A generic pointer ("see references/ for details") is a Vale error — the agent
 
 **Dispatch is mandatory at two or more mutually exclusive flows.** The body carries the dispatch
 table and the gates common to every branch; each flow gets its own self-contained `references/`
-file. Exemplar: the `apm-workflow` skill — a **421-word body** dispatching to 3,006 words of
-references. Calibrate against 421: that file's whole-file count is 554 words, and aiming at that
+file. Exemplar: the `apm-workflow` skill — a **237-word body** dispatching to 3,222 words of
+references. Calibrate against 237: that file's whole-file count is 304 words, and aiming at that
 number instead overshoots the body budget by ~30%.
 
 **Length.** 600 words SUGGESTION, 900 words FAIL, counting the **body only** — everything after
diff --git a/plugins/kyberforge/skills/skill-audit/references/body-discipline.md b/plugins/kyberforge/skills/skill-audit/references/body-discipline.md
index 0fa7971..d4a7945 100644
--- a/plugins/kyberforge/skills/skill-audit/references/body-discipline.md
+++ b/plugins/kyberforge/skills/skill-audit/references/body-discipline.md
@@ -80,13 +80,13 @@ table** plus the gates common to every branch, and each flow lives in its own se
 `references/` file. Inlining all of them is a FAIL regardless of word count, because every
 invocation then pays for every branch it did not take.
 
-The reference shape in this repo is `apm-workflow`: a **421-word body** dispatching to roughly
-3,000 words of references across five mutually exclusive invocations. Its whole-file count is 554
-words — cite 421 when calibrating a body, or the conflation this section warns against reappears
+The reference shape in this repo is `apm-workflow`: a **237-word body** dispatching to roughly
+3,200 words of references across five mutually exclusive invocations. Its whole-file count is 304
+words — cite 237 when calibrating a body, or the conflation this section warns against reappears
 in the finding itself.
 
 Note its wiring: a three-column table (invocation, action, reference file) closed by one line,
-*"Read only the reference file matching the requested action."* That is the endorsed shape, and it
+*"Read only the reference file matching the requested action …"* That is the endorsed shape, and it
 is why the literal-conditional requirement above exempts a body that dispatches. Do not flag it.
 
 ## Gotchas sections
diff --git a/plugins/kyberforge/skills/skill-author/references/contract.md b/plugins/kyberforge/skills/skill-author/references/contract.md
index 986514d..70723ef 100644
--- a/plugins/kyberforge/skills/skill-author/references/contract.md
+++ b/plugins/kyberforge/skills/skill-author/references/contract.md
@@ -120,8 +120,8 @@ A generic pointer ("see references/ for details") is a Vale error — the agent
 
 **Dispatch is mandatory at two or more mutually exclusive flows.** The body carries the dispatch
 table and the gates common to every branch; each flow gets its own self-contained `references/`
-file. Exemplar: the `apm-workflow` skill — a **421-word body** dispatching to 3,006 words of
-references. Calibrate against 421: that file's whole-file count is 554 words, and aiming at that
+file. Exemplar: the `apm-workflow` skill — a **237-word body** dispatching to 3,222 words of
+references. Calibrate against 237: that file's whole-file count is 304 words, and aiming at that
 number instead overshoots the body budget by ~30%.
 
 **Length.** 600 words SUGGESTION, 900 words FAIL, counting the **body only** — everything after