📊 Pattern library update

patterns/archetypes/code-improvement.json

@@ -2,8 +2,8 @@
   "id": "code-improvement",
   "label": "Code Improvement",
   "description": "Diagnose and fix code or CI issues",
-  "success_rate": 0.32,
-  "count": 86,
+  "success_rate": 0.34,
+  "count": 83,
   "recommended_triggers": [
     {
       "type": "schedule",
@@ -33,23 +33,23 @@
   "top_repos": [
     {
       "repo": "github/gh-aw",
-      "stars": 5194
+      "stars": 5420
     },
     {
       "repo": "githubnext/agentics",
-      "stars": 962
+      "stars": 990
     },
     {
-      "repo": "github/awesome-copilot",
-      "stars": 39466
+      "repo": "github/spec-kit",
+      "stars": 141873
     },
     {
       "repo": "microsoft/aspire",
-      "stars": 6323
+      "stars": 6373
     },
     {
-      "repo": "dotnet/macios",
-      "stars": 2903
+      "repo": "microsoft/agentrc",
+      "stars": 1100
     }
   ],
   "tips": [
@@ -62,9 +62,9 @@
   ],
   "anti_patterns": [
     "ci-doctor",
-    "update-dependencies",
-    "code-simplifier",
-    "autofix-ci",
-    "tier1-ci-diagnose"
+    "ci-doctor",
+    "ci-doctor",
+    "ci-coach",
+    "update-dependencies"
   ]
 }

patterns/archetypes/content-moderation.json

@@ -35,19 +35,19 @@
   "top_repos": [
     {
       "repo": "github/gh-aw",
-      "stars": 5194
+      "stars": 5420
     },
     {
       "repo": "githubnext/agentics",
-      "stars": 962
+      "stars": 990
     },
     {
       "repo": "Bertverbeek4PS/bc2adls",
-      "stars": 170
+      "stars": 175
     },
     {
       "repo": "SSWConsulting/SSW.Rules.Content",
-      "stars": 62
+      "stars": 63
     },
     {
       "repo": "SSWConsulting/SSW.Website",

patterns/archetypes/custom.json

@@ -2,8 +2,8 @@
   "id": "custom",
   "label": "Custom",
   "description": "Custom or uncategorized workflow",
-  "success_rate": 0.49,
-  "count": 469,
+  "success_rate": 0.45,
+  "count": 407,
   "recommended_triggers": [
     {
       "type": "schedule",
@@ -14,7 +14,7 @@
       "config": {}
     },
     {
-      "type": "pull_request",
+      "type": "reaction",
       "config": {}
     }
   ],
@@ -29,23 +29,23 @@
   "top_repos": [
     {
       "repo": "github/gh-aw",
-      "stars": 5194
+      "stars": 5420
     },
     {
       "repo": "githubnext/agentics",
-      "stars": 962
+      "stars": 990
     },
     {
       "repo": "github/spec-kit",
-      "stars": 139197
+      "stars": 141873
     },
     {
       "repo": "remix-run/react-router",
-      "stars": 56589
+      "stars": 56608
     },
     {
-      "repo": "OtterMind/Chat2DB",
-      "stars": 28278
+      "repo": "dotnet/aspnetcore",
+      "stars": 38475
     }
   ],
   "tips": [
@@ -55,9 +55,9 @@
   ],
   "anti_patterns": [
     "documentation-audit",
+    "sdk-build-repair",
     "breaking-change-checker",
     "ai-sdlc-gh-aw-qa-gemini",
-    "csharp-guideline-improver",
-    "news-translate"
+    "localize-pt"
   ]
 }

patterns/archetypes/daily-test-improver.json

@@ -2,19 +2,19 @@
   "id": "daily-test-improver",
   "label": "Daily Test Improver",
   "description": "Add high-value tests and improve test quality",
-  "success_rate": 0.53,
-  "count": 5,
+  "success_rate": 0.0,
+  "count": 2,
   "recommended_triggers": [
     {
-      "type": "schedule",
+      "type": "permissions",
       "config": {}
     },
     {
-      "type": "permissions",
+      "type": "reaction",
       "config": {}
     },
     {
-      "type": "reaction",
+      "type": "schedule",
       "config": {}
     }
   ],
@@ -33,19 +33,7 @@
   "top_repos": [
     {
       "repo": "githubnext/agentics",
-      "stars": 962
-    },
-    {
-      "repo": "rancher/dashboard",
-      "stars": 628
-    },
-    {
-      "repo": "tastybamboo/panda-cms",
-      "stars": 4
-    },
-    {
-      "repo": "baizhiheizi/gh-sr",
-      "stars": 1
+      "stars": 990
     }
   ],
   "tips": [
@@ -54,7 +42,5 @@
     "Create one focused draft pull request per run",
     "Add a pre-activation step that skips scheduled runs once too many open PRs share your title prefix, to avoid spamming maintainers"
   ],
-  "anti_patterns": [
-    "daily-test-improver"
-  ]
+  "anti_patterns": []
 }

patterns/archetypes/dependency-monitor.json

@@ -2,8 +2,8 @@
   "id": "dependency-monitor",
   "label": "Dependency Monitor",
   "description": "Track and update dependencies",
-  "success_rate": 0.37,
-  "count": 62,
+  "success_rate": 0.46,
+  "count": 56,
   "recommended_triggers": [
     {
       "type": "schedule",
@@ -14,7 +14,7 @@
       "config": {}
     },
     {
-      "type": "roles",
+      "type": "push",
       "config": {}
     }
   ],
@@ -35,23 +35,23 @@
   "top_repos": [
     {
       "repo": "github/gh-aw",
-      "stars": 5194
+      "stars": 5420
     },
     {
       "repo": "github/awesome-copilot",
-      "stars": 39466
+      "stars": 40174
     },
     {
-      "repo": "microsoft/aspire",
-      "stars": 6323
+      "repo": "Z3Prover/z3",
+      "stars": 12793
     },
     {
       "repo": "dotnet/Open-XML-SDK",
-      "stars": 4609
+      "stars": 4614
     },
     {
-      "repo": "microsoft/apm",
-      "stars": 3913
+      "repo": "dotnet/arcade",
+      "stars": 731
     }
   ],
   "tips": [
@@ -64,10 +64,10 @@
     "Use protected-files: fallback-to-issue for CI configuration and agent instructions (not the dependency manifests themselves, since updating those is the intended change)"
   ],
   "anti_patterns": [
-    "dependabot-remediation",
+    "doc-sync",
     "update-github-info",
+    "dependency-api-monitor",
     "doc-sync",
-    "docs-sync",
-    "update-github-info"
+    "changelog-sync"
   ]
 }

patterns/archetypes/documentation-updater.json

@@ -2,15 +2,15 @@
   "id": "documentation-updater",
   "label": "Documentation Updater",
   "description": "Keep docs accurate and up-to-date",
-  "success_rate": 0.57,
-  "count": 24,
+  "success_rate": 0.58,
+  "count": 29,
   "recommended_triggers": [
     {
-      "type": "schedule",
+      "type": "push",
       "config": {}
     },
     {
-      "type": "push",
+      "type": "schedule",
       "config": {}
     },
     {
@@ -33,11 +33,11 @@
   "top_repos": [
     {
       "repo": "githubnext/agentics",
-      "stars": 962
+      "stars": 990
     },
     {
-      "repo": "YousefHadder/markdown-plus.nvim",
-      "stars": 292
+      "repo": "Azure-Samples/Legacy-Modernization-Agents",
+      "stars": 226
     },
     {
       "repo": "Azure/typespec-azure",
@@ -62,8 +62,8 @@
   "anti_patterns": [
     "documentation-updater",
     "update-docs",
-    "update-docs",
     "daily-doc-updater",
+    "update-docs",
     "daily-doc-updater"
   ]
 }

patterns/archetypes/issue-triage.json

@@ -2,8 +2,8 @@
   "id": "issue-triage",
   "label": "Issue Triage",
   "description": "Classify and label new issues",
-  "success_rate": 0.57,
-  "count": 94,
+  "success_rate": 0.55,
+  "count": 88,
   "recommended_triggers": [
     {
       "type": "issues",
@@ -34,23 +34,23 @@
   "top_repos": [
     {
       "repo": "githubnext/agentics",
-      "stars": 962
+      "stars": 990
     },
     {
-      "repo": "appwrite/appwrite",
-      "stars": 57493
+      "repo": "apolloconfig/apollo",
+      "stars": 29818
     },
     {
-      "repo": "moeru-ai/airi",
-      "stars": 49619
+      "repo": "taosdata/TDengine",
+      "stars": 25169
     },
     {
-      "repo": "cli/cli",
-      "stars": 46432
+      "repo": "czlonkowski/n8n-mcp",
+      "stars": 23103
     },
     {
-      "repo": "taosdata/TDengine",
-      "stars": 25146
+      "repo": "prowler-cloud/prowler",
+      "stars": 15061
     }
   ],
   "tips": [
@@ -59,10 +59,10 @@
     "Use DO NOT constraints (e.g., 'Do NOT close issues') \u2014 61% more likely to be healthy"
   ],
   "anti_patterns": [
-    "issue-triage",
-    "issue-triage",
+    "issue-triage-agent",
     "issue-triage",
     "marketplace-harness-gap-triage",
+    "triage-issues",
     "issue-triage"
   ]
 }