Merge 683515ee17 into a3259400a3

autoplan/SKILL.md

@@ -615,7 +615,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

canary/SKILL.md

@@ -607,7 +607,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

codex/SKILL.md

@@ -610,7 +610,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

context-restore/SKILL.md

@@ -611,7 +611,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

context-save/SKILL.md

@@ -610,7 +610,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

cso/SKILL.md

@@ -613,7 +613,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

design-consultation/SKILL.md

@@ -633,7 +633,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

design-html/SKILL.md

@@ -614,7 +614,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

design-review/SKILL.md

@@ -611,7 +611,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

design-shotgun/SKILL.md

@@ -628,7 +628,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

devex-review/SKILL.md

@@ -613,7 +613,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

diagram/SKILL.md

@@ -608,7 +608,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

document-generate/SKILL.md

@@ -613,7 +613,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

document-release/SKILL.md

@@ -611,7 +611,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

health/SKILL.md

@@ -609,7 +609,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

investigate/SKILL.md

@@ -648,7 +648,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

ios-clean/SKILL.md

@@ -611,7 +611,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

ios-design-review/SKILL.md

@@ -613,7 +613,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

ios-fix/SKILL.md

@@ -614,7 +614,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

ios-qa/SKILL.md

@@ -617,7 +617,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

ios-sync/SKILL.md

@@ -611,7 +611,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

land-and-deploy/SKILL.md

@@ -606,7 +606,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

landing-report/SKILL.md

@@ -607,7 +607,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

learn/SKILL.md

@@ -609,7 +609,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

office-hours/SKILL.md

@@ -644,7 +644,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

open-gstack-browser/SKILL.md

@@ -606,7 +606,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

pair-agent/SKILL.md

@@ -608,7 +608,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

plan-ceo-review/SKILL.md

@@ -638,7 +638,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

plan-design-review/SKILL.md

@@ -610,7 +610,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

plan-devex-review/SKILL.md

@@ -616,7 +616,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

plan-eng-review/SKILL.md

@@ -614,7 +614,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

plan-tune/SKILL.md

@@ -619,7 +619,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

qa-only/SKILL.md

@@ -609,7 +609,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

qa/SKILL.md

@@ -615,7 +615,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

retro/SKILL.md

@@ -626,7 +626,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

review/SKILL.md

@@ -611,7 +611,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

scrape/SKILL.md

@@ -607,7 +607,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

scripts/resolvers/preamble/generate-voice-directive.ts

@@ -21,7 +21,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

setup-deploy/SKILL.md

@@ -610,7 +610,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

setup-gbrain/SKILL.md

@@ -609,7 +609,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

ship/SKILL.md

@@ -611,7 +611,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

skillify/SKILL.md

@@ -607,7 +607,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

spec/SKILL.md

@@ -608,7 +608,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."
@@ -1678,7 +1678,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

sync-gbrain/SKILL.md

@@ -609,7 +609,7 @@ GStack voice: Garry-shaped product and engineering judgment, compressed for runt
 - Be direct about quality. Bugs matter. Edge cases matter. Fix the whole thing, not the demo path.
 - Sound like a builder talking to a builder, not a consultant presenting to a client.
 - Never corporate, academic, PR, or hype. Avoid filler, throat-clearing, generic optimism, and founder cosplay.
-- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant.
+- No em dashes. No AI vocabulary: delve, crucial, robust, comprehensive, nuanced, multifaceted, furthermore, moreover, additionally, pivotal, landscape, tapestry, underscore, foster, showcase, intricate, vibrant, fundamental, significant. Avoid the stock phrases "load-bearing" and "load bearing". State what depends on the thing instead.
 - The user has context you do not: domain knowledge, timing, relationships, taste. Cross-model agreement is a recommendation, not a decision. The user decides.
 
 Good: "auth.ts:47 returns undefined when the session cookie expires. Users hit a white screen. Fix: add a null check and redirect to /login. Two lines."

test/generate-voice-directive.test.ts

@@ -0,0 +1,12 @@
+import { describe, expect, test } from 'bun:test';
+import { generateVoiceDirective } from '../scripts/resolvers/preamble/generate-voice-directive';
+
+describe('generateVoiceDirective', () => {
+  test('forbids both stock phrase spellings', () => {
+    const directive = generateVoiceDirective(2);
+
+    expect(directive).toContain('"load-bearing"');
+    expect(directive).toContain('"load bearing"');
+    expect(directive).toContain('State what depends on the thing instead.');
+  });
+});