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diff --git a/.ai/workflows/spec-response.org b/.ai/workflows/spec-response.org
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+++ b/.ai/workflows/spec-response.org
@@ -50,6 +50,22 @@ Trigger when:
Not for: drafting a spec from scratch (that's a design conversation), or informal inline comments (handle those conversationally / via the cj-comment flow).
+* Precondition: spec filename
+
+Before Phase 0, verify the spec being responded to ends with =-spec.org=. Every design, decision, or planning document under a project's =docs/= directory carries that suffix as its identifier. The =.org= extension alone is not enough because =docs/= holds non-spec org files too.
+
+If the spec does not end with =-spec.org=, stop immediately and surface the mismatch:
+
+#+begin_example
+The spec <path> does not end with -spec.org. Either the wrong file was named, or
+the file should be renamed first. Spec workflows require the -spec.org suffix as a
+guard against pointing the workflow at tutorial, inventory, or setup docs.
+#+end_example
+
+The review file the response consumes follows the convention =<spec-basename>-review.org=, so a misnamed spec produces a mis-pointed review file too. Fix the spec name first.
+
+The user resolves the mismatch and re-invokes the workflow. Do not proceed with the response against a misnamed spec.
+
* Approach: How We Work Together
** Phase 0: Orient