What are Claude Skills vs Agent Skills for CPG Product Developers?

Both mean installable work aids for CPG product developers and R&D leads. Live packages connect via MCP; skill.md on-ramps are labeled until full US process packages ship.

Does using these Skills guarantee regulatory compliance or shelf stability?

No. They help look up reference datasets, draft spec sheets, and screen formulations. Humans make all formulation, safety, and regulatory decisions.

Which items can I install today?

Live packages: US Nutrient Composition Lookup, Co-Manufacturer & Supplier Discovery, Customer Portal Spec Filler, Supplier Scorecard Builder, and Recall & Safety Alert Watch.

Top 10 Claude Skills for US CPG Product Developers

Top 10 Claude Skills for US CPG product developers: live USDA nutrient lookup, supplier discovery, portal specs, and formulation on-ramps. Not advice.

Top 10 Claude Skills for US CPG Product Developers (and R&D, food scientist, and formulation leads) are installable work aids for US innovation and commercialization workflows: USDA nutrient lookups, co-man discovery, label panel drafting, and formulation method on-ramps. Not an email-gated prompt farm, and not legal or food safety advice.

How to use this list

Live package - install now via /install and the directory link.
skill.md on-ramp - drafting aid until a full US process package ships. No invented tools.

The Top 10

1. Claude Skill: USDA FoodData Central nutrient lookup (Live package)

Search USDA FoodData Central Foundation Foods and Branded Foods for nutrient density, micro-nutrients, and reference ingredient values during formulation. → US Nutrient Composition Lookup · Install

2. Agent Skill: Co-manufacturer and raw ingredient supplier discovery (Live package)

Identify potential US co-manufacturers, ingredient suppliers, and sourcing partners for scaling up benchmark formulations. → Supplier Discovery · Install

3. Agent Skill: Customer portal spec and allergen statement filler (Live package)

Draft retail buyer customer portal specs and allergen statements directly from R&D bench specifications without repetitive copy-pasting. → Customer Portal Spec Filler · Install

4. Claude Skill: Supplier qualification scorecard builder (Live package)

Evaluate raw material suppliers and co-packers against internal R&D specifications, lead times, and quality standards. → Supplier Scorecard Builder · Install

5. Agent Skill: US recall and raw material safety watch (Live package)

Screen raw material streams and ingredient categories against US FDA recall histories before specifying new raw ingredients. → Recall & Safety Alert Watch · Install

6. Claude Skill: Competitor recipe and benchmark formulation analysis (skill.md on-ramp)

Compare target nutrition panels and ingredient decks against benchmark products. See our Competitor Recipe Benchmarking Guide for workflow steps.

7. Agent Skill: Open Food Facts supplier reformulation screener (skill.md on-ramp)

Screen commercial brand panels for unannounced ingredient or nutrition changes across market categories. Method aid for bench benchmarking.

8. Claude Skill: FDA Nutrition Facts panel and serving size draft aid (skill.md on-ramp)

Format bench formulations into FDA NFP layouts, calculating reference amounts customarily consumed (RACC) and Daily Value percentages. Drafting tool only; requires QA sign-off.

9. Agent Skill: Allergen cross-contact and raw material declaration check (skill.md on-ramp)

Check ingredient specs for top 9 US allergens and cross-contact statements during formulation handoff to QA and manufacturing.

10. Claude Skill: FSMA 204 Traceability KDE ingredient record pack (Live package)

Format Key Data Elements (KDEs) for Food Traceability List ingredients when moving from bench prototype to pilot production. → FSMA 204 Traceability Pack · Install

Experiment Measurement and KILL Criteria

This experiment evaluates search discovery and package conversion for US CPG product developers and R&D roles.

Goal: Drive awareness and installs for USDA FoodData lookup and supplier discovery packages.
KILL criteria: If this page generates zero Search Console impressions/clicks AND zero attributable package installs after 4 weeks, the experiment will be retired.

Install

Start with the live packages above, then Install fmcg.network. On-ramp items remain labeled method guides until complete process packages ship. Missing data is not an all-clear.