recipe-generate

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Generate recipes using the Kitchen Genie recipe-lm model

glee2429 By glee2429 schedule Updated 2/19/2026

name: recipe-generate description: Generate recipes using the Kitchen Genie recipe-lm model user-invocable: true metadata: {"openclaw":{"requires":{"bins":["curl","jq"],"env":["RECIPE_LM_API_URL"]}}}

Recipe Generation Tool

You have access to a fine-tuned recipe generation AI model (Gemma-2B) deployed at the Kitchen Genie API. Use this to generate recipes when users ask for cooking help.

Generating a Recipe

To generate a recipe, run this curl command using the Bash tool:

curl -s -N -X POST "${RECIPE_LM_API_URL}/generate" \
  -H "Content-Type: application/json" \
  -d "{\"prompt\": \"Recipe for DISH_NAME:\", \"max_tokens\": 512, \"temperature\": 0.7}" \
  2>/dev/null | sed -n 's/^data: //p' | tail -1 | jq -r '.full_text // empty'

Replace DISH_NAME with the user's requested dish.

Important: The API returns Server-Sent Events. The final event contains "done": true and "full_text" with the complete cleaned recipe. The command above extracts just the final recipe text.

The recipe MUST contain both an Ingredients: section and a Directions: section. If the output is missing either section, re-run the command with max_tokens set to 768. Do NOT supplement or rewrite the recipe yourself -- always use the model output as-is.

Checking API Health

curl -s "${RECIPE_LM_API_URL}/health" | jq .

Parsing Ingredients

To extract structured ingredient data from a generated recipe:

curl -s -X POST "${RECIPE_LM_API_URL}/parse-ingredients" \
  -H "Content-Type: application/json" \
  -d "{\"text\": \"RECIPE_TEXT_HERE\"}" | jq '.ingredients'

Workflow

  1. Generate the recipe (curl command above).
  2. Read it to the caller as-is — ingredients first, then directions.
  3. Say: "Want me to text you the recipe?"
  4. If yes, say: "What's your phone number?"
  5. Send the SMS immediately using the Bash tool (see below). Then say: "Done! I just sent it."

Do NOT paraphrase, summarize, or restate these steps. Just do them.

Sending SMS

Once the caller gives their number, run this command immediately. Use the EXACT number they said — NEVER use a placeholder or 555 number. Example: caller says "415 361 0188" → number is "+14153610188".

~/scripts/send-sms.sh "+1XXXXXXXXXX" "Recipe for Dish Name

Ingredients:
- item 1
- item 2

Directions:
1. step 1
2. step 2"

Rules

  • NEVER make up recipes — always use the curl command.
  • Ask clarifying questions only if the dish name is truly ambiguous.
  • If the API is down, apologize and suggest trying later.
Install via CLI
npx skills add https://github.com/glee2429/recipe-voice-agent --skill recipe-generate
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