Discount price claim review

Domain: E-commerce and consumer law
For: E-commerce, pricing, and compliance teams

Meets price history and campaign claims in a traceable release decision.

Source converted

This example combines official method sources with a synthetic company policy and a synthetic case. Raw official documents are not bundled.

Type	Source	Publisher / status
Official source	Fiyat bilgisi içeren reklamlar ile indirimli satış reklamları ve ticari uygulamaları hakkında kılavuz	Ticaret Bakanlığı
Synthetic policy and case	Published in the demo directory under the repository MIT licence	—

Skill generated

Instead of compressing the source into one summary, the skill separates reusable knowledge into six files:

• SKILL.md: when to use the skill and the workflow;
• public-method.md: an independent method summary from official sources;
• company-policy.md: synthetic company rules with stable identifiers;
• evidence-map.md: which claims may come from which source;
• output-schema.md: the expected answer structure;
• scenario-guide.md: missing information, conflicts, and abstention behavior.

The locked evaluation expects decision class revise-price-claim, option advertise-25-percent, and 7 rule identifiers. Final human route: E-commerce Owner · Pricing Owner · Compliance · Legal.

LLM only vs LLM + skill

The same case and prompt were run twice. The only difference was that the skill was installed for the second run. A deterministic script using the locked answer key, not another model, scored both answers.

Check	LLM only	LLM + skill
Policy rules cited	0 / 7	7 / 7
Exact decision class	no	yes
Named option	no	yes
Human route	yes	yes
Trace score	20 / 100	100 / 100

Control answer · Skill answer · Scorecard

python tools/score_skill_answer.py scorecard --demo demos/indirimli-fiyat-denetimi

This is a one-scenario, one-host comparison; it is not proof of production accuracy or regulatory compliance.

Copilot packages

• Cowork .skill
• GitHub Copilot for VS Code
• Microsoft Scout
• Copilot Studio GitHub harness
• Copilot Studio classic setup

The classic package is not a direct solution import. It contains setup material for a human to apply in the target Copilot Studio environment.

Reuse this example

The source manifest, synthetic inputs, scenarios, raw answers, and scorecard are public under demos/indirimli-fiyat-denetimi/. Copy the structure for your own source, but publish only material you have the right to share. Review Safety & reuse.