Prompt Chaining: Workflow Complessi
Fonte: Capitolo 5 - Tecniche Avanzate
Categoria: Tecniche Avanzate
Livello: Avanzato
URL: prmpt.onl/104
Quando usarlo
Quando hai processi multi-step complessi che richiedono output di qualitĂ dove ogni fase informa la successiva. La tecnica per trasformare workflow complicati in sequence di prompts ottimizzati che si potenziano a vicenda.
Ideale per:
- Content creation multi-fase (research → outline → writing → editing)
- Business analysis complessa (data → insights → recommendations → implementation)
- Product development processes (requirements → design → validation → specs)
- Strategic planning che require iterative refinement
Template
PROMPT CHAINING WORKFLOW
Obiettivo finale: [RISULTATO DESIDERATO COMPLESSIVO]
ComplessitĂ : [numero di fasi necessarie]
Quality requirement: [standard di qualitĂ per output finale]
CHAIN STRUCTURE:
PROMPT 1 - FOUNDATION PHASE:
Ruolo: [specialist appropriato per fase iniziale]
Input: [informazioni iniziali disponibili]
Task: [primo step del processo]
Output richiesto: [formato specifico che alimenta fase 2]
Success criteria: [come valutare qualitĂ di questo step]
PROMPT 2 - DEVELOPMENT PHASE:
Ruolo: [specialist per fase di sviluppo]
Input: Output di PROMPT 1 + [eventuali info aggiuntive]
Task: [secondo step che builds su foundation]
Output richiesto: [formato che alimenta fase 3]
Success criteria: [metriche qualitĂ per questo step]
PROMPT 3 - REFINEMENT PHASE:
Ruolo: [specialist per ottimizzazione]
Input: Output di PROMPT 2 + feedback/criteria
Task: [miglioramento e ottimizzazione]
Output richiesto: [versione refined del deliverable]
Success criteria: [standard finali di qualitĂ ]
[CONTINUA PER FASI AGGIUNTIVE SE NECESSARIO]
INTEGRATION PROMPTS:
- Quality Check: Prompt per validare consistency tra fasi
- Feedback Loop: Prompt per raccogliere input e iterare
- Final Assembly: Prompt per combinare output in deliverable finale
EXECUTION NOTES:
- Copy/paste output di ogni fase nel prompt successivo
- Mantieni context consistency tra specialist roles
- Valida qualitĂ ad ogni step prima di procedere
- Itera singole fasi se needed senza rifare tutto
Varianti
Per Content Marketing Campaign
Aggiungi: “Include audience research → content pillars → content calendar → asset creation → performance optimization chain con feedback loops.”
Per Business Strategy Development
Aggiungi: “Include market analysis → competitive assessment → strategy formulation → implementation planning → success metrics definition.”
Per Product Development
Aggiungi: “Include user research → requirements definition → design iteration → technical specs → validation testing chain.”
Esempio di workflow
Input: “Sviluppo completo di una landing page ad alta conversione per SaaS B2B”
Prompt Chain Setup:
PROMPT CHAINING WORKFLOW: Landing Page SaaS B2B
Obiettivo finale: Landing page completa che converte prospect qualificati in trial signup
ComplessitĂ : 5 fasi principali
Quality requirement: >15% conversion rate per traffic qualificato
PROMPT 1 - AUDIENCE & MESSAGING RESEARCH:
Agisci come Marketing Research Specialist specializzato in SaaS B2B.
Input: [Product description, target market, competitive landscape]
Task: Analizza target audience e sviluppa core messaging strategy
Output richiesto:
- Primary persona profile dettagliato
- 3 pain points prioritized con emotional triggers
- Value proposition statement (1 frase)
- 5 benefit statements specifici e quantificati
- Competitive differentiation key points
Success criteria: Messaging risuona con specific customer segment, differentiation chiara
PROMPT 2 - CONVERSION COPYWRITING:
Agisci come Conversion Copywriter con esperienza SaaS enterprise.
Input: [Output PROMPT 1] + Landing page conversion best practices
Task: Scrivi copy completo per landing page con focus su conversione
Output richiesto:
- Headline principale (sotto 60 caratteri)
- Subheadline esplicativo (sotto 120 caratteri)
- 3 benefit sections con features mapping
- Social proof section (testimonials + logos)
- CTA copy (primary + secondary buttons)
- FAQ section (top 5 objections)
Success criteria: Copy addressing specific pain points, clear value prop, urgent CTA
PROMPT 3 - UX/UI STRUCTURE DESIGN:
Agisci come UX Designer specializzato in landing pages ad alta conversione.
Input: [Output PROMPT 2] + Conversion design principles
Task: Disegna wireframe e structure ottimizzati per conversione
Output richiesto:
- Page layout con visual hierarchy
- Section organization e spacing
- CTA placement strategy (above/below fold)
- Mobile responsiveness considerations
- Trust signals positioning (testimonials, security, etc.)
Success criteria: Layout follows conversion best practices, mobile-optimized, clear user flow
PROMPT 4 - TECHNICAL IMPLEMENTATION SPECS:
Agisci come Frontend Developer con esperienza conversion optimization.
Input: [Output PROMPT 3] + Technical requirements
Task: Specifica implementazione tecnica e ottimizzazioni performance
Output richiesto:
- HTML structure semantico
- CSS/styling guidelines
- JavaScript functionality (forms, tracking, interactions)
- Performance optimization checklist
- A/B testing setup recommendations
- Analytics tracking implementation
Success criteria: Technical specs supportano design, performance <3sec load, tracking complete
PROMPT 5 - CONVERSION OPTIMIZATION AUDIT:
Agisci come Conversion Rate Optimization Specialist.
Input: [Output PROMPT 1-4]
Task: Audita complete landing page per optimization opportunities
Output richiesto:
- Conversion funnel analysis
- Potential friction points identification
- A/B testing hypotheses (5 high-impact tests)
- Performance benchmarks e success metrics
- Optimization roadmap post-launch
Success criteria: Comprehensive optimization strategy, measurable improvement hypotheses
INTEGRATION PROMPTS:
QUALITY CHECK PROMPT:
"Revisiona tutti gli output delle 5 fasi precedenti per consistency. Verifica che:
- Messaging sia consistent attraverso copy, design, e tech specs
- Value proposition sia clear e reinforced in ogni sezione
- User journey sia smooth dal landing alla conversion
- Technical implementation supporti design e copy intent
Identifica inconsistencies e suggerisci corrections."
FEEDBACK INTEGRATION PROMPT:
"Basandoti su [stakeholder feedback], aggiorna specificamente [PROMPT X] mantenendo consistency con altre fasi. Fornisci revision che integra feedback senza compromettere overall conversion strategy."
Esempio di esecuzione
PROMPT 1 Execution:
AUDIENCE & MESSAGING RESEARCH - SaaS Project Management Tool
PRIMARY PERSONA PROFILE:
- Sarah, IT Project Manager, 32-45 anni, 100-500 employee companies
- Pain points: Team visibility gaps, manual status reporting, tool fragmentation
- Goals: Improve team productivity, reduce admin overhead, better stakeholder communication
VALUE PROPOSITION:
"Eliminate project chaos with real-time visibility that keeps teams aligned and stakeholders informed without the administrative overhead."
QUANTIFIED BENEFITS:
1. Reduce status meeting time by 60% with automated reporting
2. Increase project delivery predictability by 40% with real-time tracking
3. Eliminate tool switching overhead (average 45 minutes/day saved per team member)
4. Improve stakeholder satisfaction with proactive communication
5. Scale project management without hiring additional coordinators
COMPETITIVE DIFFERENTIATION:
- vs Monday.com: Less overwhelming UI, faster onboarding
- vs Asana: Better real-time reporting, stronger integration ecosystem
- vs Jira: More accessible to non-technical team members
PROMPT 2 Execution (fed with Prompt 1 output):
CONVERSION COPYWRITING - Based on Research Output
HEADLINE: "Stop Chasing Project Updates. Start Delivering Results."
SUBHEADLINE: "Project management tool that eliminates status meetings and keeps everyone aligned with automated reporting and real-time visibility."
BENEFIT SECTION 1:
"60% Less Time in Status Meetings"
Instead of chasing updates, get automated reports that show exactly where every project stands, who's blocked, and what needs attention.
[Additional sections follow the same pattern...]
CTA PRIMARY: "Start Your Free 14-Day Trial"
CTA SECONDARY: "See How It Works (2-min Demo)"
Tips per risultati migliori
- Clear handoffs: Ogni prompt output deve essere exactly what the next prompt needs come input
- Role consistency: Mantieni specialist expertise consistent attraverso la chain
- Quality gates: Valida ogni step prima di procedere - bad input = bad final output
- Iteration capability: Design chain così puoi re-run singole fasi senza starting over
Template correlati
- prmpt.onl/101 - Chain of Thought per logical progression
- prmpt.onl/106 - Quality Amplification per output refinement
- prmpt.onl/105 - Meta-prompting per chain optimization
📖 Da “Prompt Engineering: Il Nuovo Skill” di Marco Milani
đź”— Tutti i template: prmpt.onl/index
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Ultimo aggiornamento: 24 Gennaio 2025