diff --git a/src/bmm/workflows/1-analysis/research/bmad-skill-manifest.yaml b/src/bmm/workflows/1-analysis/research/bmad-skill-manifest.yaml
index 0c815c1bd..02bf825e9 100644
--- a/src/bmm/workflows/1-analysis/research/bmad-skill-manifest.yaml
+++ b/src/bmm/workflows/1-analysis/research/bmad-skill-manifest.yaml
@@ -1,14 +1,14 @@
 workflow-domain-research.md:
-  canonicalId: bmad-bmm-domain-research
+  canonicalId: bmad-domain-research
   type: workflow
-  description: "Conduct domain and industry research"
+  description: "Conduct domain and industry research. Use when the user says 'lets create a research report on [domain or industry]'"
 
 workflow-market-research.md:
-  canonicalId: bmad-bmm-market-research
+  canonicalId: bmad-market-research
   type: workflow
-  description: "Conduct market research on competition and customers"
+  description: "Conduct market research on competition and customers. Use when the user says 'create a market research report about [business idea]'"
 
 workflow-technical-research.md:
-  canonicalId: bmad-bmm-technical-research
+  canonicalId: bmad-technical-research
   type: workflow
-  description: "Conduct technical research on technologies and architecture"
+  description: "Conduct technical research on technologies and architecture. Use when the user says 'create a technical research report on [topic]'"
diff --git a/src/bmm/workflows/2-plan-workflows/create-prd/bmad-skill-manifest.yaml b/src/bmm/workflows/2-plan-workflows/create-prd/bmad-skill-manifest.yaml
index fdbe80cd9..aea9910a2 100644
--- a/src/bmm/workflows/2-plan-workflows/create-prd/bmad-skill-manifest.yaml
+++ b/src/bmm/workflows/2-plan-workflows/create-prd/bmad-skill-manifest.yaml
@@ -1,14 +1,14 @@
 workflow-create-prd.md:
-  canonicalId: bmad-bmm-create-prd
+  canonicalId: bmad-create-prd
   type: workflow
-  description: "Create a PRD from scratch"
+  description: "Create a PRD from scratch. Use when the user says 'lets create a product requirements document' or 'I want to create a new PRD'"
 
 workflow-edit-prd.md:
-  canonicalId: bmad-bmm-edit-prd
+  canonicalId: bmad-edit-prd
   type: workflow
-  description: "Edit an existing PRD"
+  description: "Edit an existing PRD. Use when the user says 'edit this PRD'"
 
 workflow-validate-prd.md:
-  canonicalId: bmad-bmm-validate-prd
+  canonicalId: bmad-validate-prd
   type: workflow
-  description: "Validate a PRD against standards"
+  description: "Validate a PRD against standards. Use when the user says 'validate this PRD' or 'run PRD validation'"