CAT PAW

All workflows

Nutrition Coaching Support

Build a Budget-Aware Grocery List

A categorized shopping list tied to planned meals, food already at home, and a user-set spending limit.

The process

Work it in this order.

  1. Start from the approved meal outline and list the ingredients and quantities needed for the planned servings.
  2. Inventory pantry, refrigerator, and freezer items, checking dates and condition before removing them from the buy list.
  3. Group overlapping ingredients and choose versatile staples that can serve multiple meals.
  4. Estimate costs using the user’s preferred stores or recent receipts and compare the total with the user’s budget.
  5. If over budget, invite the user to choose lower-cost substitutions, fewer convenience items, or different meals while preserving allergies and clinician-set restrictions.
  6. Organize the final list by store section and mark optional items, acceptable substitutions, and quantities.
  7. After shopping, record actual cost and unused purchases to improve the next estimate.

Bring this

Inputs the cat will ask for.

  • meal outline and serving counts
  • current food inventory
  • spending limit
  • store or price preferences

Router + one playbook

Route first. Choose one.

Cat Paw loads one playbook per task rather than merging several. Start with this router; the remaining paths are workflow-specific candidates it can inspect.

  • Router: skill-packs
  • skills/engineering/mattpocock/research/SKILL.md
  • skills/engineering/mattpocock/to-questionnaire/SKILL.md

Guardrails

The boundaries travel with the prompt.

  • Do not shame food choices or equate lower cost with lower personal worth.
  • Do not substitute across known allergens or clinician-provided restrictions without explicit user confirmation.
  • Treat prices and stock as estimates until verified at the user’s store; never purchase without approval.

Done means

A checkable finish.

The list covers the approved meals, removes usable on-hand items, fits the user-approved budget estimate, and is grouped for shopping.

Sources

Where this process came from.

  1. www.nutrition.gov/topics/shopping-cooking-and-meal-planning/food-shopping-and-meal-planning
  2. www.fns.usda.gov/cnpp/usda-food-plans

Sources establish the workflow pattern. Reddit and community posts, where present, are treated as practitioner anecdotes rather than universal facts.

AI acts. You decide.

A human brake for AI.

Latch shows every command, click, and file change before it happens — so you can say yes, no, or not yet.

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Behind the number

Two harnesses. One line.

Same number, same $100 credit. Pick the harness that answers when you text.

Hermes

Nous Research's terminal-native agent. It runs on your machine, keeps memory between sessions, and opens one playbook per task.

Text Hermes
OpenClaw

The open-source assistant that runs on your own computer and answers in the channels you already use. One playbook per task.

Text OpenClaw

One line for both harnesses +1 628 246 3032

Opens Messages with that harness already chosen.