fix(resolvers): compress --summary-stdin preamble prose to fit parity budget; re-bless ship goldens

The v1.57.7.0 parity suite caps investigate's generated size at 1.09x
baseline; the #2024 question-tuning prose (duplicated into every tier->=2
skill) tipped it to 1.092. Compressed to a single inline command + short
pointer (the full rationale lives in bin/gstack-question-preference's
header and the one-way-doors module docs). Ship goldens re-blessed against
the final resolver text (conscious template-change acknowledgment, per the
golden-file regression contract).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

autoplan/SKILL.md

@@ -711,11 +711,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

canary/SKILL.md

@@ -703,11 +703,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

codex/SKILL.md

@@ -706,11 +706,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

context-restore/SKILL.md

@@ -707,11 +707,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

context-save/SKILL.md

@@ -706,11 +706,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

cso/SKILL.md

@@ -709,11 +709,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

design-consultation/SKILL.md

@@ -729,11 +729,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

design-html/SKILL.md

@@ -710,11 +710,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

design-review/SKILL.md

@@ -707,11 +707,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

design-shotgun/SKILL.md

@@ -724,11 +724,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

devex-review/SKILL.md

@@ -709,11 +709,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

diagram/SKILL.md

@@ -704,11 +704,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

document-generate/SKILL.md

@@ -709,11 +709,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

document-release/SKILL.md

@@ -707,11 +707,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

health/SKILL.md

@@ -705,11 +705,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

investigate/SKILL.md

@@ -744,11 +744,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

ios-clean/SKILL.md

@@ -707,11 +707,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

ios-design-review/SKILL.md

@@ -709,11 +709,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

ios-fix/SKILL.md

@@ -710,11 +710,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

ios-qa/SKILL.md

@@ -713,11 +713,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

ios-sync/SKILL.md

@@ -707,11 +707,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

land-and-deploy/SKILL.md

@@ -702,11 +702,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

landing-report/SKILL.md

@@ -703,11 +703,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

learn/SKILL.md

@@ -705,11 +705,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

office-hours/SKILL.md

@@ -740,11 +740,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

open-gstack-browser/SKILL.md

@@ -702,11 +702,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

pair-agent/SKILL.md

@@ -704,11 +704,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

plan-ceo-review/SKILL.md

@@ -734,11 +734,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

plan-design-review/SKILL.md

@@ -706,11 +706,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

plan-devex-review/SKILL.md

@@ -712,11 +712,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

plan-eng-review/SKILL.md

@@ -710,11 +710,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

plan-tune/SKILL.md

@@ -715,11 +715,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

qa-only/SKILL.md

@@ -705,11 +705,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

qa/SKILL.md

@@ -711,11 +711,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

retro/SKILL.md

@@ -722,11 +722,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

review/SKILL.md

@@ -707,11 +707,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

scrape/SKILL.md

@@ -703,11 +703,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

scripts/resolvers/question-tuning.ts

@@ -23,11 +23,7 @@ export function generateQuestionTuning(ctx: TemplateContext): string {
   const bin = binDir(ctx);
   return `## Question Tuning (skip entirely if \`QUESTION_TUNING: false\`)
 
-Before each AskUserQuestion, choose \`question_id\` from \`scripts/question-registry.ts\` or \`{skill}-{slug}\`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-\`\`\`bash
-printf '%s' "<question summary>" | ${bin}/gstack-question-preference --check "<id>" --summary-stdin
-\`\`\`
-\`AUTO_DECIDE\` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." \`ASK_NORMALLY\` means ask.
+Before each AskUserQuestion, choose \`question_id\` from \`scripts/question-registry.ts\` or \`{skill}-{slug}\`, then run \`printf '%s' "<question summary>" | ${bin}/gstack-question-preference --check "<id>" --summary-stdin\` (piped summary feeds the one-way keyword net, #2024). \`AUTO_DECIDE\` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." \`ASK_NORMALLY\` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append \`<gstack-qid:{question_id}>\` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered \`question_id\`.
 

setup-deploy/SKILL.md

@@ -706,11 +706,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

setup-gbrain/SKILL.md

@@ -705,11 +705,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

ship/SKILL.md

@@ -707,11 +707,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

skillify/SKILL.md

@@ -703,11 +703,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

spec/SKILL.md

@@ -704,11 +704,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 
@@ -1778,11 +1774,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

sync-gbrain/SKILL.md

@@ -705,11 +705,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run the check with the question summary piped on stdin (the summary lets the one-way keyword net catch ad-hoc destructive questions whose id has no registry entry — #2024; stdin, never argv, so quotes/newlines survive):
-```bash
-printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin
-```
-`AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

test/fixtures/golden/claude-ship-SKILL.md

@@ -707,7 +707,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>"`. `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | ~/.claude/skills/gstack/bin/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

test/fixtures/golden/codex-ship-SKILL.md

@@ -693,7 +693,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `$GSTACK_BIN/gstack-question-preference --check "<id>"`. `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | $GSTACK_BIN/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.
 

test/fixtures/golden/factory-ship-SKILL.md

@@ -695,7 +695,7 @@ If you are looping on the same diagnostic, same file, or failed fix variants, ST
 
 ## Question Tuning (skip entirely if `QUESTION_TUNING: false`)
 
-Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `$GSTACK_BIN/gstack-question-preference --check "<id>"`. `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
+Before each AskUserQuestion, choose `question_id` from `scripts/question-registry.ts` or `{skill}-{slug}`, then run `printf '%s' "<question summary>" | $GSTACK_BIN/gstack-question-preference --check "<id>" --summary-stdin` (piped summary feeds the one-way keyword net, #2024). `AUTO_DECIDE` means choose the recommended option and say "Auto-decided [summary] → [option] (your preference). Change with /plan-tune." `ASK_NORMALLY` means ask.
 
 **Embed the question_id as a marker in the question text** so hooks can identify it deterministically (plan-tune cathedral T14 / D18 progressive markers). Append `<gstack-qid:{question_id}>` somewhere in the rendered question (the leading line or trailing line is fine; the marker doesn't render visibly to the user when wrapped in HTML-style angle brackets, but the hook strips it). Without the marker the PreToolUse enforcement hook treats the AUQ as observed-only and never auto-decides — so always include it when the question matches a registered `question_id`.