specialize

Original：🇺🇸 English

Translated

Use when the user wants to tailor a workflow for a specific industry, domain, or vertical with specialized expertise, terminology, and guardrails.

2installs

Sourcesharpdeveye/maestro

Added on2026-04-11

NPX Install

npx skill4agent add sharpdeveye/maestro specialize

SKILL.md Content

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MANDATORY PREPARATION

Invoke {{command_prefix}}agent-workflow — it contains workflow principles, anti-patterns, and the Context Gathering Protocol. Follow the protocol before proceeding — if no workflow context exists yet, you MUST run {{command_prefix}}teach-maestro first.

Transform a general-purpose workflow into a domain expert.

Step 1: Domain Discovery

Terminology: What domain-specific language must the agent use?
Regulations: What compliance requirements apply? (HIPAA, SOC2, GDPR)
Standards: What industry standards govern output format or quality?
Expert expectations: What would a domain expert check first?
Common errors: What mistakes would a non-expert make?

Step 2: Specialize Prompts

markdown

## Generic: You are an assistant that analyzes documents.
## Specialized (legal): You are a senior legal analyst specializing in contract review.
   You understand common law jurisdictions, standard contract clauses, and the
   difference between representations and warranties. Always caveat that this
   is not legal advice.

Step 3: Specialized Evaluation

Domain	Evaluation Criteria
Legal	Clause completeness, regulatory compliance, jurisdiction accuracy
Medical	Clinical accuracy, guideline adherence, contraindication checks
Financial	Calculation accuracy, regulatory disclosure, risk assessment
Code	Test coverage, security vulnerabilities, performance
Customer Support	Tone, escalation accuracy, resolution completeness

Step 4: Domain Guardrails

Legal: "Not legal advice" disclaimer, jurisdiction limitations
Medical: "Not medical advice" disclaimer, emergency detection
Financial: Regulatory disclosures, suitability warnings
Code: Security scanning, dependency vulnerability checks

Recommended Next Step

After specialization, run

{{command_prefix}}evaluate

with domain-specific scenarios, then

{{command_prefix}}guard

to add domain-appropriate safety guardrails.

NEVER:

Specialize without consulting domain experts or authoritative sources
Skip domain-specific guardrails
Use generic evaluation for specialized domains
Cut corners on terminology