diff --git a/test/fixtures/context-budget.json b/test/fixtures/context-budget.json
index 5ecbf41d6..10d6b40ac 100644
--- a/test/fixtures/context-budget.json
+++ b/test/fixtures/context-budget.json
@@ -2,64 +2,64 @@
   "_comment": "Context-budget ratchet ceilings (~tokens). Regenerate: bun test/helpers/capture-context-budget.ts. Headroom: alwaysOnTotal x1.05, eagerPerInvocation x1.1. Graded by test/context-budget-ratchet.test.ts via lib/context-bill.ts checkBudget.",
   "alwaysOnTotal": 6344,
   "eagerPerInvocation": {
-    "autoplan": 22188,
+    "autoplan": 21874,
     "benchmark": 4856,
     "benchmark-models": 3829,
     "browse": 10212,
     "browser-skills/hackernews-frontpage": 371,
-    "canary": 10235,
+    "canary": 9921,
     "careful": 919,
-    "codex": 21502,
-    "context-restore": 9249,
-    "context-save": 9865,
-    "cso": 14838,
-    "design-consultation": 13300,
-    "design-html": 15315,
-    "design-review": 23881,
-    "design-shotgun": 14346,
-    "devex-review": 15239,
+    "codex": 21188,
+    "context-restore": 8934,
+    "context-save": 9551,
+    "cso": 14524,
+    "design-consultation": 12985,
+    "design-html": 15001,
+    "design-review": 23567,
+    "design-shotgun": 14031,
+    "devex-review": 14924,
     "diagram": 3847,
-    "document-generate": 11993,
-    "document-release": 9790,
+    "document-generate": 11679,
+    "document-release": 9476,
     "freeze": 990,
     "gstack": 3548,
     "gstack-upgrade": 3981,
     "guard": 889,
-    "health": 10447,
-    "investigate": 11100,
-    "ios-clean": 8624,
-    "ios-design-review": 8805,
-    "ios-fix": 8577,
-    "ios-qa": 10874,
-    "ios-sync": 8748,
-    "land-and-deploy": 24113,
-    "landing-report": 9158,
-    "learn": 8828,
+    "health": 10133,
+    "investigate": 10785,
+    "ios-clean": 8310,
+    "ios-design-review": 8490,
+    "ios-fix": 8263,
+    "ios-qa": 10560,
+    "ios-sync": 8433,
+    "land-and-deploy": 23798,
+    "landing-report": 8844,
+    "learn": 8514,
     "make-pdf": 4957,
-    "office-hours": 21505,
+    "office-hours": 21191,
     "open-gstack-browser": 4429,
     "openclaw/skills/gstack-openclaw-ceo-review": 2764,
     "openclaw/skills/gstack-openclaw-investigate": 1429,
     "openclaw/skills/gstack-openclaw-office-hours": 4433,
     "openclaw/skills/gstack-openclaw-retro": 2542,
-    "pair-agent": 11178,
-    "plan-ceo-review": 19174,
-    "plan-design-review": 18615,
-    "plan-devex-review": 16455,
-    "plan-eng-review": 13395,
-    "plan-tune": 14402,
-    "qa": 18187,
-    "qa-only": 12669,
-    "retro": 19627,
-    "review": 24052,
+    "pair-agent": 10864,
+    "plan-ceo-review": 18859,
+    "plan-design-review": 18300,
+    "plan-devex-review": 16141,
+    "plan-eng-review": 13081,
+    "plan-tune": 14088,
+    "qa": 17873,
+    "qa-only": 12355,
+    "retro": 19313,
+    "review": 23737,
     "scrape": 3939,
     "setup-browser-cookies": 3119,
-    "setup-deploy": 9989,
-    "setup-gbrain": 19992,
-    "ship": 18589,
-    "skillify": 11834,
-    "spec": 17404,
-    "sync-gbrain": 13616,
+    "setup-deploy": 9674,
+    "setup-gbrain": 19678,
+    "ship": 18275,
+    "skillify": 11520,
+    "spec": 17090,
+    "sync-gbrain": 13302,
     "unfreeze": 393
   }
 }
diff --git a/test/fixtures/parity-baseline-v1.69.1.0.json b/test/fixtures/parity-baseline-v1.69.1.0.json
index c36c36255..375e9c167 100644
--- a/test/fixtures/parity-baseline-v1.69.1.0.json
+++ b/test/fixtures/parity-baseline-v1.69.1.0.json
@@ -1,17 +1,17 @@
 {
   "tag": "v1.69.1.0",
-  "capturedAt": "2026-08-25T15:47:29.737Z",
-  "capturedFromCommit": "135bf5d4",
+  "capturedAt": "2026-08-25T16:05:43.563Z",
+  "capturedFromCommit": "7f780ef5",
   "capturedFromBranch": "prompt-token-load-reduction",
   "totalSkills": 53,
-  "totalCorpusBytes": 2841533,
+  "totalCorpusBytes": 2791573,
   "estTotalCatalogTokens": 4195,
   "topHeaviest": [
     {
       "skill": "ship",
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-      "skillMdLines": 1102,
-      "estTokens": 50366,
+      "skillMdBytes": 200215,
+      "skillMdLines": 1087,
+      "estTokens": 50054,
       "tmplBytes": 29080,
       "descriptionLen": 293,
       "hasGateEval": true,
@@ -19,9 +19,9 @@
     },
     {
       "skill": "plan-ceo-review",
-      "skillMdBytes": 137346,
-      "skillMdLines": 1126,
-      "estTokens": 34337,
+      "skillMdBytes": 136097,
+      "skillMdLines": 1111,
+      "estTokens": 34024,
       "tmplBytes": 29028,
       "descriptionLen": 764,
       "hasGateEval": true,
@@ -29,9 +29,9 @@
     },
     {
       "skill": "office-hours",
-      "skillMdBytes": 117855,
-      "skillMdLines": 1337,
-      "estTokens": 29464,
+      "skillMdBytes": 116606,
+      "skillMdLines": 1322,
+      "estTokens": 29152,
       "tmplBytes": 30566,
       "descriptionLen": 860,
       "hasGateEval": true,
@@ -39,9 +39,9 @@
     },
     {
       "skill": "plan-eng-review",
-      "skillMdBytes": 110910,
-      "skillMdLines": 708,
-      "estTokens": 27728,
+      "skillMdBytes": 109661,
+      "skillMdLines": 693,
+      "estTokens": 27415,
       "tmplBytes": 13955,
       "descriptionLen": 201,
       "hasGateEval": true,
@@ -49,9 +49,9 @@
     },
     {
       "skill": "plan-devex-review",
-      "skillMdBytes": 110833,
-      "skillMdLines": 1110,
-      "estTokens": 27708,
+      "skillMdBytes": 109584,
+      "skillMdLines": 1095,
+      "estTokens": 27396,
       "tmplBytes": 18598,
       "descriptionLen": 220,
       "hasGateEval": true,
@@ -59,9 +59,9 @@
     },
     {
       "skill": "plan-design-review",
-      "skillMdBytes": 110293,
-      "skillMdLines": 1147,
-      "estTokens": 27573,
+      "skillMdBytes": 109044,
+      "skillMdLines": 1132,
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       "tmplBytes": 18463,
       "descriptionLen": 218,
       "hasGateEval": true,
@@ -69,9 +69,9 @@
     },
     {
       "skill": "land-and-deploy",
-      "skillMdBytes": 92284,
-      "skillMdLines": 1634,
-      "estTokens": 23071,
+      "skillMdBytes": 91035,
+      "skillMdLines": 1619,
+      "estTokens": 22759,
       "tmplBytes": 54352,
       "descriptionLen": 160,
       "hasGateEval": true,
@@ -79,9 +79,9 @@
     },
     {
       "skill": "review",
-      "skillMdBytes": 92050,
-      "skillMdLines": 1500,
-      "estTokens": 23013,
+      "skillMdBytes": 90801,
+      "skillMdLines": 1485,
+      "estTokens": 22700,
       "tmplBytes": 14141,
       "descriptionLen": 205,
       "hasGateEval": true,
@@ -89,9 +89,9 @@
     },
     {
       "skill": "design-review",
-      "skillMdBytes": 91397,
-      "skillMdLines": 1651,
-      "estTokens": 22849,
+      "skillMdBytes": 90148,
+      "skillMdLines": 1636,
+      "estTokens": 22537,
       "tmplBytes": 11674,
       "descriptionLen": 306,
       "hasGateEval": true,
@@ -99,9 +99,9 @@
     },
     {
       "skill": "autoplan",
-      "skillMdBytes": 84917,
-      "skillMdLines": 1502,
-      "estTokens": 21229,
+      "skillMdBytes": 83668,
+      "skillMdLines": 1487,
+      "estTokens": 20917,
       "tmplBytes": 46355,
       "descriptionLen": 336,
       "hasGateEval": true,
@@ -111,9 +111,9 @@
   "skills": {
     "autoplan": {
       "skill": "autoplan",
-      "skillMdBytes": 84917,
-      "skillMdLines": 1502,
-      "estTokens": 21229,
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+      "skillMdLines": 1487,
+      "estTokens": 20917,
       "tmplBytes": 46355,
       "descriptionLen": 336,
       "hasGateEval": true,
@@ -151,9 +151,9 @@
     },
     "canary": {
       "skill": "canary",
-      "skillMdBytes": 39170,
-      "skillMdLines": 678,
-      "estTokens": 9793,
+      "skillMdBytes": 37921,
+      "skillMdLines": 663,
+      "estTokens": 9480,
       "tmplBytes": 8033,
       "descriptionLen": 180,
       "hasGateEval": true,
@@ -171,9 +171,9 @@
     },
     "codex": {
       "skill": "codex",
-      "skillMdBytes": 82293,
-      "skillMdLines": 1371,
-      "estTokens": 20573,
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+      "skillMdLines": 1356,
+      "estTokens": 20261,
       "tmplBytes": 43658,
       "descriptionLen": 187,
       "hasGateEval": true,
@@ -181,9 +181,9 @@
     },
     "context-restore": {
       "skill": "context-restore",
-      "skillMdBytes": 35395,
-      "skillMdLines": 569,
-      "estTokens": 8849,
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+      "skillMdLines": 554,
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       "tmplBytes": 7092,
       "descriptionLen": 238,
       "hasGateEval": true,
@@ -191,9 +191,9 @@
     },
     "context-save": {
       "skill": "context-save",
-      "skillMdBytes": 37755,
-      "skillMdLines": 654,
-      "estTokens": 9439,
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+      "skillMdLines": 639,
+      "estTokens": 9127,
       "tmplBytes": 9293,
       "descriptionLen": 168,
       "hasGateEval": true,
@@ -201,9 +201,9 @@
     },
     "cso": {
       "skill": "cso",
-      "skillMdBytes": 71379,
-      "skillMdLines": 911,
-      "estTokens": 17845,
+      "skillMdBytes": 70130,
+      "skillMdLines": 896,
+      "estTokens": 17533,
       "tmplBytes": 21724,
       "descriptionLen": 196,
       "hasGateEval": true,
@@ -211,9 +211,9 @@
     },
     "design-consultation": {
       "skill": "design-consultation",
-      "skillMdBytes": 72252,
-      "skillMdLines": 856,
-      "estTokens": 18063,
+      "skillMdBytes": 71003,
+      "skillMdLines": 841,
+      "estTokens": 17751,
       "tmplBytes": 9554,
       "descriptionLen": 890,
       "hasGateEval": true,
@@ -221,9 +221,9 @@
     },
     "design-html": {
       "skill": "design-html",
-      "skillMdBytes": 58614,
-      "skillMdLines": 1137,
-      "estTokens": 14654,
+      "skillMdBytes": 57365,
+      "skillMdLines": 1122,
+      "estTokens": 14341,
       "tmplBytes": 22567,
       "descriptionLen": 235,
       "hasGateEval": true,
@@ -231,9 +231,9 @@
     },
     "design-review": {
       "skill": "design-review",
-      "skillMdBytes": 91397,
-      "skillMdLines": 1651,
-      "estTokens": 22849,
+      "skillMdBytes": 90148,
+      "skillMdLines": 1636,
+      "estTokens": 22537,
       "tmplBytes": 11674,
       "descriptionLen": 306,
       "hasGateEval": true,
@@ -241,9 +241,9 @@
     },
     "design-shotgun": {
       "skill": "design-shotgun",
-      "skillMdBytes": 54903,
-      "skillMdLines": 999,
-      "estTokens": 13726,
+      "skillMdBytes": 53654,
+      "skillMdLines": 984,
+      "estTokens": 13414,
       "tmplBytes": 13331,
       "descriptionLen": 788,
       "hasGateEval": true,
@@ -251,9 +251,9 @@
     },
     "devex-review": {
       "skill": "devex-review",
-      "skillMdBytes": 58321,
-      "skillMdLines": 932,
-      "estTokens": 14580,
+      "skillMdBytes": 57072,
+      "skillMdLines": 917,
+      "estTokens": 14268,
       "tmplBytes": 7984,
       "descriptionLen": 201,
       "hasGateEval": false,
@@ -271,9 +271,9 @@
     },
     "document-generate": {
       "skill": "document-generate",
-      "skillMdBytes": 45899,
-      "skillMdLines": 878,
-      "estTokens": 11475,
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+      "skillMdLines": 863,
+      "estTokens": 11163,
       "tmplBytes": 15940,
       "descriptionLen": 334,
       "hasGateEval": false,
@@ -281,9 +281,9 @@
     },
     "document-release": {
       "skill": "document-release",
-      "skillMdBytes": 63018,
-      "skillMdLines": 587,
-      "estTokens": 15755,
+      "skillMdBytes": 61769,
+      "skillMdLines": 572,
+      "estTokens": 15442,
       "tmplBytes": 6688,
       "descriptionLen": 192,
       "hasGateEval": true,
@@ -321,9 +321,9 @@
     },
     "health": {
       "skill": "health",
-      "skillMdBytes": 39981,
-      "skillMdLines": 702,
-      "estTokens": 9995,
+      "skillMdBytes": 38732,
+      "skillMdLines": 687,
+      "estTokens": 9683,
       "tmplBytes": 11617,
       "descriptionLen": 184,
       "hasGateEval": true,
@@ -331,9 +331,9 @@
     },
     "investigate": {
       "skill": "investigate",
-      "skillMdBytes": 42479,
-      "skillMdLines": 702,
-      "estTokens": 10620,
+      "skillMdBytes": 41230,
+      "skillMdLines": 687,
+      "estTokens": 10308,
       "tmplBytes": 11566,
       "descriptionLen": 1241,
       "hasGateEval": true,
@@ -341,9 +341,9 @@
     },
     "ios-clean": {
       "skill": "ios-clean",
-      "skillMdBytes": 33004,
-      "skillMdLines": 500,
-      "estTokens": 8251,
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+      "skillMdLines": 485,
+      "estTokens": 7939,
       "tmplBytes": 3743,
       "descriptionLen": 254,
       "hasGateEval": false,
@@ -351,9 +351,9 @@
     },
     "ios-design-review": {
       "skill": "ios-design-review",
-      "skillMdBytes": 33696,
-      "skillMdLines": 503,
-      "estTokens": 8424,
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+      "skillMdLines": 488,
+      "estTokens": 8112,
       "tmplBytes": 4417,
       "descriptionLen": 209,
       "hasGateEval": false,
@@ -361,9 +361,9 @@
     },
     "ios-fix": {
       "skill": "ios-fix",
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-      "skillMdLines": 499,
-      "estTokens": 8206,
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+      "skillMdLines": 484,
+      "estTokens": 7894,
       "tmplBytes": 3574,
       "descriptionLen": 187,
       "hasGateEval": false,
@@ -371,9 +371,9 @@
     },
     "ios-qa": {
       "skill": "ios-qa",
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-      "skillMdLines": 656,
-      "estTokens": 10404,
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+      "skillMdLines": 641,
+      "estTokens": 10092,
       "tmplBytes": 12370,
       "descriptionLen": 223,
       "hasGateEval": true,
@@ -381,9 +381,9 @@
     },
     "ios-sync": {
       "skill": "ios-sync",
-      "skillMdBytes": 33478,
-      "skillMdLines": 497,
-      "estTokens": 8370,
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+      "skillMdLines": 482,
+      "estTokens": 8057,
       "tmplBytes": 4220,
       "descriptionLen": 269,
       "hasGateEval": true,
@@ -391,9 +391,9 @@
     },
     "land-and-deploy": {
       "skill": "land-and-deploy",
-      "skillMdBytes": 92284,
-      "skillMdLines": 1634,
-      "estTokens": 23071,
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       "tmplBytes": 54352,
       "descriptionLen": 160,
       "hasGateEval": true,
@@ -401,9 +401,9 @@
     },
     "landing-report": {
       "skill": "landing-report",
-      "skillMdBytes": 35050,
-      "skillMdLines": 545,
-      "estTokens": 8763,
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+      "skillMdLines": 530,
+      "estTokens": 8450,
       "tmplBytes": 6847,
       "descriptionLen": 195,
       "hasGateEval": false,
@@ -411,9 +411,9 @@
     },
     "learn": {
       "skill": "learn",
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-      "skillMdLines": 579,
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+      "skillMdLines": 564,
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       "tmplBytes": 5594,
       "descriptionLen": 178,
       "hasGateEval": true,
@@ -431,9 +431,9 @@
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-      "skillMdLines": 1337,
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+      "skillMdLines": 1322,
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       "tmplBytes": 30566,
       "descriptionLen": 860,
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@@ -451,9 +451,9 @@
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-      "skillMdLines": 779,
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+      "skillMdLines": 764,
+      "estTokens": 10383,
       "tmplBytes": 13368,
       "descriptionLen": 167,
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@@ -461,9 +461,9 @@
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-      "skillMdLines": 1126,
-      "estTokens": 34337,
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       "tmplBytes": 29028,
       "descriptionLen": 764,
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@@ -471,9 +471,9 @@
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       "tmplBytes": 18463,
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@@ -481,9 +481,9 @@
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@@ -491,9 +491,9 @@
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       "tmplBytes": 13955,
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       "hasGateEval": true,
@@ -501,9 +501,9 @@
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     "plan-tune": {
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+      "skillMdBytes": 53871,
+      "skillMdLines": 1024,
+      "estTokens": 13468,
       "tmplBytes": 26922,
       "descriptionLen": 327,
       "hasGateEval": true,
@@ -511,9 +511,9 @@
     },
     "qa": {
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       "tmplBytes": 12701,
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@@ -521,9 +521,9 @@
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     "qa-only": {
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       "descriptionLen": 165,
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@@ -531,9 +531,9 @@
     },
     "retro": {
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@@ -541,9 +541,9 @@
     },
     "review": {
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@@ -571,9 +571,9 @@
     },
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@@ -581,9 +581,9 @@
     },
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       "skill": "setup-gbrain",
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-      "skillMdLines": 1516,
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       "tmplBytes": 48298,
       "descriptionLen": 325,
       "hasGateEval": true,
@@ -591,9 +591,9 @@
     },
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+      "skillMdBytes": 200215,
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       "tmplBytes": 29080,
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@@ -601,9 +601,9 @@
     },
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       "tmplBytes": 15338,
       "descriptionLen": 233,
       "hasGateEval": true,
@@ -611,9 +611,9 @@
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-      "skillMdLines": 1244,
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       "tmplBytes": 32196,
       "descriptionLen": 282,
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@@ -621,9 +621,9 @@
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