Merger notification review¶

Domain: Mergers and acquisitions
For: M&A, finance, and competition law teams

Separates preliminary indicators from the legal notification and closing gate.

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	Birleşme ve Devralma Sayılan Haller ve Kontrol Kavramı Hakkında Kılavuz	Rekabet Kurumu
Official source	Birleşme ve Devralma İşlemlerinde Ciro Hesaplanmasına İlişkin Kılavuz	Rekabet Kurumu
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 legal-notification-review, option hold-closing, and 7 rule identifiers. Final human route: Rekabet Hukuku Danışmanı · Finans · Sponsor.

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	yes	yes
Human route	yes	yes
Trace score	40 / 100	100 / 100

Control answer · Skill answer · Scorecard

python tools/score_skill_answer.py scorecard --demo demos/rekabet-birlesme-bildirimi

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

Copilot packages¶

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/rekabet-birlesme-bildirimi/. Copy the structure for your own source, but publish only material you have the right to share. Review Safety & reuse.