📊 Pattern library update

patterns/archetypes/batched-ci-doctor.json

@@ -28,7 +28,7 @@
     "Query a bounded lookback window of completed GitHub Actions runs and analyze only failures that have not recovered on rerun",
     "Cluster failures by a stable key such as workflow, job, failing step, and normalized error signature before investigating root causes",
     "Keep one stable tracking issue for the batch: search before creating, then add a comment with materially new findings on later runs",
-    "Diagnostic only — report evidence-backed root causes and remediation steps, but do not rerun workflows or modify repository code"
+    "Diagnostic only \u2014 report evidence-backed root causes and remediation steps, but do not rerun workflows or modify repository code"
   ],
   "anti_patterns": []
 }

patterns/archetypes/code-health-auditor.json

@@ -29,7 +29,7 @@
     "Set expires on the created issue or pull request so stale findings don't accumulate",
     "Assign findings to copilot so remediation can be picked up automatically",
     "Persist the history of previously-audited structural dimensions in cache-memory and weight selection toward ones not covered in recent runs, so scheduled runs rotate through file size, duplication, and complexity instead of repeating the same dimension",
-    "Before creating a new finding, search the most recently closed items from this workflow and read the close reason and any review feedback — treat a rejecting comment or 'not planned' close as a negative signal and avoid re-proposing the same fix"
+    "Before creating a new finding, search the most recently closed items from this workflow and read the close reason and any review feedback \u2014 treat a rejecting comment or 'not planned' close as a negative signal and avoid re-proposing the same fix"
   ],
   "anti_patterns": []
 }

patterns/archetypes/code-improvement.json

@@ -2,15 +2,15 @@
   "id": "code-improvement",
   "label": "Code Improvement",
   "description": "Diagnose and fix code or CI issues",
-  "success_rate": 0.46,
-  "count": 73,
+  "success_rate": 0.33,
+  "count": 35,
   "recommended_triggers": [
     {
       "type": "schedule",
       "config": {}
     },
     {
-      "type": "reaction",
+      "type": "workflow_run",
       "config": {}
     },
     {
@@ -33,23 +33,23 @@
   "top_repos": [
     {
       "repo": "github/gh-aw",
-      "stars": 5063
+      "stars": 5134
     },
     {
       "repo": "githubnext/agentics",
-      "stars": 925
+      "stars": 952
     },
     {
-      "repo": "github/spec-kit",
-      "stars": 132415
+      "repo": "ethereum/ethereum-org-website",
+      "stars": 5968
     },
     {
-      "repo": "github/awesome-copilot",
-      "stars": 38469
+      "repo": "dotnet/macios",
+      "stars": 2903
     },
     {
-      "repo": "langfuse/langfuse",
-      "stars": 33968
+      "repo": "microsoft/agentrc",
+      "stars": 1063
     }
   ],
   "tips": [
@@ -58,15 +58,13 @@
     "Scope each run to one narrow, well-defined improvement (a single failing check or a named category of fix) rather than an open-ended \"fix anything broken\" mandate \u2014 broad, unscoped code-improvement workflows have the lowest observed success rates",
     "Use explicit DO NOT constraints to keep changes scoped to the requested improvement",
     "Use protected-files: fallback-to-issue for manifests, CI configuration, and agent instructions",
-    "Add a pre-activation step that skips scheduled runs once too many open PRs share your title prefix, to avoid spamming maintainers",
-    "When rotating across several improvement categories (e.g. code quality, testing, docs, performance), persist the history of previously-selected categories in cache-memory and weight selection toward ones not covered in recent runs, so scheduled runs don't repeatedly re-select the same category",
-    "Cap the schedule to one open pull request at a time with skip-if-match (max: 1) and expires, and before proposing a new fix search the most recently closed pull requests from this workflow — treat a 'not planned' close or rejecting review comment as a negative signal and avoid re-proposing the same change"
+    "Add a pre-activation step that skips scheduled runs once too many open PRs share your title prefix, to avoid spamming maintainers"
   ],
   "anti_patterns": [
-    "ci-coach",
-    "code-simplifier",
-    "ci-doctor",
     "ci-doctor",
-    "code-simplifier"
+    "build-doctor",
+    "code-simplifier",
+    "bug-agent-fix",
+    "issue-fix"
   ]
 }

patterns/archetypes/content-moderation.json

@@ -2,8 +2,8 @@
   "id": "content-moderation",
   "label": "Content Moderation",
   "description": "Review content for quality or policy",
-  "success_rate": 0.0,
-  "count": 3,
+  "success_rate": 0.86,
+  "count": 6,
   "recommended_triggers": [
     {
       "type": "issue_comment",
@@ -35,18 +35,29 @@
   "top_repos": [
     {
       "repo": "github/gh-aw",
-      "stars": 5063
+      "stars": 5134
     },
     {
       "repo": "githubnext/agentics",
-      "stars": 925
+      "stars": 952
+    },
+    {
+      "repo": "Bertverbeek4PS/bc2adls",
+      "stars": 168
+    },
+    {
+      "repo": "SSWConsulting/SSW.Rules.Content",
+      "stars": 62
+    },
+    {
+      "repo": "chrizbo/agentics-beyond-code",
+      "stars": 25
     }
   ],
   "tips": [
     "Never auto-close or lock \u2014 label and comment only",
     "Include explicit rules for what IS legitimate to reduce false positives",
-    "Use DO NOT constraints for actions the agent should never take",
-    "Enable tools.github.lockdown to restrict surfaced content from public repos to authors with push access"
+    "Use DO NOT constraints for actions the agent should never take"
   ],
   "anti_patterns": []
 }

patterns/archetypes/contribution-guidelines-checker.json

@@ -26,10 +26,10 @@
   "top_repos": [],
   "tips": [
     "Search CONTRIBUTING.md, .github/CONTRIBUTING.md, docs/CONTRIBUTING.md, and README contribution sections in order before falling back to general best practices",
-    "Label the pull request ready when it complies and leave one constructive comment when it does not — never both",
+    "Label the pull request ready when it complies and leave one constructive comment when it does not \u2014 never both",
     "Use a small model since this runs on every pull request open/synchronize event and cost adds up",
     "For high-volume repositories, pre-filter and fetch PR data in a steps: block, then dispatch each PR to an inline sub-agent for evaluation so the parent workflow only compiles results",
-    "Use DO NOT constraints to avoid merging, approving, or closing contributions — label and comment only",
+    "Use DO NOT constraints to avoid merging, approving, or closing contributions \u2014 label and comment only",
     "To monitor a different repository than the one the workflow runs in, enable the GitHub toolsets needed for the external repo, set target-repo on add-labels and add-comment, and document the required token scopes in the prompt"
   ],
   "anti_patterns": []

patterns/archetypes/custom.json

@@ -2,19 +2,19 @@
   "id": "custom",
   "label": "Custom",
   "description": "Custom or uncategorized workflow",
-  "success_rate": 0.5,
-  "count": 356,
+  "success_rate": 0.56,
+  "count": 164,
   "recommended_triggers": [
     {
       "type": "schedule",
       "config": {}
     },
     {
-      "type": "roles",
+      "type": "reaction",
       "config": {}
     },
     {
-      "type": "reaction",
+      "type": "slash_command",
       "config": {}
     }
   ],
@@ -29,23 +29,23 @@
   "top_repos": [
     {
       "repo": "github/gh-aw",
-      "stars": 5063
+      "stars": 5134
     },
     {
       "repo": "githubnext/agentics",
-      "stars": 925
+      "stars": 952
     },
     {
-      "repo": "f/prompts.chat",
-      "stars": 168280
+      "repo": "OtterMind/Chat2DB",
+      "stars": 28117
     },
     {
-      "repo": "github/spec-kit",
-      "stars": 132415
+      "repo": "pydantic/pydantic-ai",
+      "stars": 19920
     },
     {
-      "repo": "home-assistant/core",
-      "stars": 90197
+      "repo": "ethereum/ethereum-org-website",
+      "stars": 5968
     }
   ],
   "tips": [
@@ -54,10 +54,10 @@
     "Use DO NOT constraints to bound agent behavior \u2014 61% more likely to be healthy"
   ],
   "anti_patterns": [
-    "issue-go-yes",
-    "hero-scenarios",
-    "dash",
-    "tester",
-    "scribe"
+    "localize-pt",
+    "validate-pr",
+    "planner",
+    "q",
+    "keybot"
   ]
 }

patterns/archetypes/daily-test-improver.json

@@ -2,8 +2,8 @@
   "id": "daily-test-improver",
   "label": "Daily Test Improver",
   "description": "Add high-value tests and improve test quality",
-  "success_rate": 1.0,
-  "count": 3,
+  "success_rate": 0.0,
+  "count": 2,
   "recommended_triggers": [
     {
       "type": "permissions",
@@ -33,11 +33,7 @@
   "top_repos": [
     {
       "repo": "githubnext/agentics",
-      "stars": 925
-    },
-    {
-      "repo": "rancher/dashboard",
-      "stars": 621
+      "stars": 952
     }
   ],
   "tips": [

patterns/archetypes/dependency-monitor.json

@@ -2,19 +2,19 @@
   "id": "dependency-monitor",
   "label": "Dependency Monitor",
   "description": "Track and update dependencies",
-  "success_rate": 0.5,
-  "count": 48,
+  "success_rate": 0.21,
+  "count": 10,
   "recommended_triggers": [
     {
       "type": "schedule",
       "config": {}
     },
     {
-      "type": "permissions",
+      "type": "pull_request",
       "config": {}
     },
     {
-      "type": "reaction",
+      "type": "issues",
       "config": {}
     }
   ],
@@ -35,23 +35,23 @@
   "top_repos": [
     {
       "repo": "github/gh-aw",
-      "stars": 5063
+      "stars": 5134
     },
     {
-      "repo": "github/awesome-copilot",
-      "stars": 38469
+      "repo": "adoptium/adoptium",
+      "stars": 185
     },
     {
-      "repo": "dotnet/aspnetcore",
-      "stars": 38406
+      "repo": "nitinjain999/platform-skills",
+      "stars": 42
     },
     {
-      "repo": "langfuse/langfuse",
-      "stars": 33968
+      "repo": "LionSR/TNLean",
+      "stars": 36
     },
     {
-      "repo": "dotnet/maui",
-      "stars": 23317
+      "repo": "SatelliteQE/broker",
+      "stars": 21
     }
   ],
   "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": [
-    "wiki-sync",
-    "course-updater",
-    "update-github-info",
-    "update-github-info",
-    "dependabot-pr-bundler"
+    "docs-blueprint-sync",
+    "php-dependency-upgrade",
+    "doc-sync",
+    "renovate-gate",
+    "agent-health-monitor"
   ]
 }

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": 0.68,
-  "count": 9,
+  "success_rate": 0.7,
+  "count": 10,
   "recommended_triggers": [
     {
-      "type": "schedule",
+      "type": "push",
       "config": {}
     },
     {
-      "type": "skip-if-match",
+      "type": "schedule",
       "config": {}
     },
     {
@@ -33,23 +33,23 @@
   "top_repos": [
     {
       "repo": "githubnext/agentics",
-      "stars": 925
+      "stars": 952
     },
     {
-      "repo": "microsoft/apm",
-      "stars": 3671
+      "repo": "OP5dev/TF-via-PR",
+      "stars": 338
     },
     {
-      "repo": "microsoft/hve-core",
-      "stars": 1408
+      "repo": "Azure/typespec-azure",
+      "stars": 27
     },
     {
-      "repo": "github/gh-aw-firewall",
-      "stars": 138
+      "repo": "codegefluester/GamesDat",
+      "stars": 1
     },
     {
-      "repo": "baizhiheizi/mixin_bot",
-      "stars": 16
+      "repo": "vinijmoura/dow-01",
+      "stars": 0
     }
   ],
   "tips": [
@@ -59,5 +59,7 @@
     "Use protected-files: fallback-to-issue for manifests, CI configuration, and agent instructions",
     "Add a pre-activation step that skips scheduled runs once too many open PRs share your title prefix, to avoid spamming maintainers"
   ],
-  "anti_patterns": []
+  "anti_patterns": [
+    "daily-doc-updater"
+  ]
 }