Replace pymc skills with pymc-modeling plugin

.claude-plugin/marketplace.json

@@ -4,18 +4,24 @@
     "name": "Chris Fonnesbeck"
   },
   "metadata": {
-    "description": "Python analytics skills for Bayesian modeling and reactive notebooks",
-    "version": "1.0.0"
+    "description": "Python analytics plugins for Bayesian modeling and reactive notebooks",
+    "version": "2.0.0"
   },
   "plugins": [
+    {
+      "name": "pymc-modeling",
+      "description": "PyMC Bayesian modeling plugin with skills, agents, hooks, and tools",
+      "source": {
+        "source": "github",
+        "repo": "pymc-labs/pymc-modeling"
+      }
+    },
     {
       "name": "analytics",
-      "description": "Python analytics plugin — Bayesian modeling with PyMC, reactive notebooks with marimo",
+      "description": "Python analytics plugin — reactive notebooks with marimo",
       "source": "./",
       "skills": [
-        "./skills/pymc-modeling",
-        "./skills/marimo-notebook",
-        "./skills/pymc-testing"
+        "./skills/marimo-notebook"
       ]
     }
   ]

.claude-plugin/plugin.json

@@ -1,6 +1,6 @@
 {
   "name": "analytics",
-  "description": "Python analytics skills for Bayesian modeling and reactive notebooks",
+  "description": "Python analytics skills — reactive notebooks with marimo",
   "version": "1.0.0",
   "author": {
     "name": "Chris Fonnesbeck"

hooks/suggest-skill.sh

@@ -15,43 +15,7 @@ fi
 # Convert to lowercase for matching
 prompt_lower=$(echo "$prompt" | tr '[:upper:]' '[:lower:]')
 
-suggest_pymc=false
 suggest_marimo=false
-suggest_pymc_testing=false
-
-# PyMC keywords
-pymc_keywords=(
-  "bayesian" "pymc" "mcmc" "posterior" "inference" "arviz"
-  "prior" "sampling" "divergence" "waic" "loo" "hierarchical model"
-  "gaussian process" "bart" "nuts" "hmc" "nutpie" "probabilistic"
-  "credible interval" "posterior predictive" "prior predictive"
-  "trace" "r_hat" "rhat" "ess_bulk" "convergence" "hsgp"
-  "zero.inflated" "mixture model" "multilevel" "brms"
-  "logistic regression.*bayes" "poisson regression.*bayes"
-  "censored" "truncated" "ordinal" "causal inference"
-  "do.calculus" "pm\\.model" "pm\\.sample" "pm\\.normal"
-)
-
-for kw in "${pymc_keywords[@]}"; do
-  if echo "$prompt_lower" | grep -qE "$kw"; then
-    suggest_pymc=true
-    break
-  fi
-done
-
-# PyMC testing keywords
-pymc_testing_keywords=(
-  "testing pymc" "test.*pymc" "pymc.*test" "mock.sample"
-  "mock_sample" "pytest.*pymc" "pymc.*pytest" "unit test.*model"
-  "test fixture.*pymc" "ci.*pymc" "pymc.*ci"
-)
-
-for kw in "${pymc_testing_keywords[@]}"; do
-  if echo "$prompt_lower" | grep -qE "$kw"; then
-    suggest_pymc_testing=true
-    break
-  fi
-done
 
 # Marimo keywords
 marimo_keywords=(
@@ -69,23 +33,9 @@ for kw in "${marimo_keywords[@]}"; do
   fi
 done
 
-# Build suggestion message
-messages=()
-if [ "$suggest_pymc" = true ]; then
-  messages+=("Consider using the **pymc-modeling** skill for Bayesian modeling guidance.")
-fi
 if [ "$suggest_marimo" = true ]; then
-  messages+=("Consider using the **marimo-notebook** skill for reactive notebook guidance.")
-fi
-if [ "$suggest_pymc_testing" = true ]; then
-  messages+=("Consider using the **pymc-testing** skill for PyMC model testing guidance.")
-fi
-
-if [ ${#messages[@]} -gt 0 ]; then
-  combined=$(printf '%s ' "${messages[@]}")
-  # Output as JSON systemMessage for Claude
-  jq -n --arg msg "$combined" '{
-    "systemMessage": $msg
+  jq -n '{
+    "systemMessage": "Consider using the **marimo-notebook** skill for reactive notebook guidance."
   }'
 fi
 

skills.json

@@ -1,19 +1,9 @@
 {
   "skills": [
-    {
-      "name": "pymc-modeling",
-      "description": "Bayesian statistical modeling with PyMC v5+",
-      "version": "1.0.0"
-    },
     {
       "name": "marimo-notebook",
       "description": "Reactive Python notebooks with marimo",
       "version": "1.0.0"
-    },
-    {
-      "name": "pymc-testing",
-      "description": "Testing PyMC models with pytest",
-      "version": "1.0.0"
     }
   ]
 }