---
title: "Specifikacija formata Skills | Tajo"
description: "Naučite format skills.md za definiranje automatizacijskih skillova pokretanih AI-jem koji se integriraju s Brevo."
url: https://tajo.io/hr/docs/skills/overview/skills-format/
markdown: https://tajo.io/hr/docs/skills/overview/skills-format.md
lang: hr-HR
author: "Set Noa"
author_url: https://tajo.io/hr/set-noa/
robots: noindex
---

Zatražite rani pristup

Unesite ime i poslovnu adresu e-pošte. Poslat ćemo vam poveznicu za potvrdu zahtjeva za pristup Taju.

# Specifikacija formata Skills

[Set Noa](https://tajo.io/hr/set-noa/)

Format **skills.md** definira kako su Skills strukturirani, konfigurirani i izvršavani. Ova specifikacija osigurava dosljedno ponašanje svih Tajo Skills.

## Struktura datoteke

Skill je definiran u jednoj markdown datoteci s YAML frontmatterom:

```markdown
---
name: customer-sync
version: 2.1.0
description: Sync customer data to Brevo contacts
category: data-sync
status: stable

triggers:
  - event: customer_created
  - event: customer_updated
  - event: customer_deleted

actions:
  - brevo/create-contact
  - brevo/update-contact
  - brevo/delete-contact

brevoEndpoints:
  - POST /v3/contacts
  - PUT /v3/contacts/{identifier}
  - DELETE /v3/contacts/{identifier}

permissions:
  - contacts:write
  - contacts:read
---

# Customer Sync

Automatically synchronize customer data from your platform to Brevo contacts.

## Overview

This skill listens for customer lifecycle events and mirrors changes to Brevo...
```

## Polja frontmattera

### Obavezna polja

| Polje | Vrsta | Opis |
| --- | --- | --- |
| `name` | string | Jedinstveni identifikator (kebab-case) |
| `version` | string | Semantička verzija (npr. „2.1.0”) |
| `description` | string | Kratki opis (maks. 160 znakova) |
| `category` | enum | Jedna od: `data-sync`, `email-marketing`, `sms-whatsapp`, `loyalty`, `analytics`, `integrations` |
| `triggers` | array | Događaji koji aktiviraju ovaj skill |
| `actions` | array | Operacije koje ovaj skill može izvesti |

### Neobavezna polja

| Polje | Vrsta | Zadano | Opis |
| --- | --- | --- | --- |
| `status` | enum | `stable` | Jedna od: `stable`, `beta`, `experimental` |
| `brevoEndpoints` | array | `[]` | Korišteni Brevo API endpointi |
| `permissions` | array | `[]` | Potrebne Brevo API dozvole |
| `relatedSkills` | array | `[]` | ID-ovi srodnih skillova |
| `featured` | boolean | `false` | Isticanje u katalogu skillova |

## Okidači

Okidači definiraju koji događaji aktiviraju skill.

### Okidači događaja

```yaml
triggers:
  - event: cart_abandoned
    conditions:
      - cart_value: "> 50"        # Minimalna vrijednost košarice
      - items_count: ">= 1"       # Barem jedan artikl
      - time_since_activity: "> 30m"  # 30 minuta neaktivnosti
    debounce: 5m                  # Čekanje 5 minuta prije ponovnog okidanja
```

### Zakazani okidači

```yaml
triggers:
  - schedule: "0 9 * * *"         # Cron izraz (svakodnevno u 9:00)
    timezone: "America/New_York"
  - schedule: every_hour
  - schedule: every_day
```

### Webhook okidači

```yaml
triggers:
  - webhook: /skills/customer-sync/trigger
    method: POST
    authentication: api_key
```

### Operatori uvjeta

| Operator | Opis | Primjer |
| --- | --- | --- |
| `=` | Jednako | `status: "active"` |
| `!=` | Nije jednako | `status: "!= deleted"` |
| `>` | Veće od | `cart_value: "> 50"` |
| `>=` | Veće ili jednako | `items: ">= 1"` |
| `<` | Manje od | `age: "< 30"` |
| `<=` | Manje ili jednako | `quantity: "<= 10"` |
| `contains` | String sadrži | `email: "contains @gmail.com"` |
| `starts_with` | Prefiks stringa | `name: "starts_with Dr."` |
| `in` | Vrijednost na popisu | `country: "in US,CA,UK"` |

## Radnje

Radnje definiraju koje operacije skill izvodi.

### Definicija radnje

```yaml
actions:
  - id: send_reminder_email
    type: brevo/send-email
    parameters:
      template_id: 12345
      to: "{{ contact.email }}"
      params:
        first_name: "{{ contact.firstName }}"
        cart_items: "{{ cart.items }}"
    retry:
      attempts: 3
      backoff: exponential
    on_error: continue  # or 'stop'
```

### Vrste radnji

| Vrsta | Opis |
| --- | --- |
| `brevo/send-email` | Slanje transakcijskog emaila |
| `brevo/send-sms` | Slanje SMS poruke |
| `brevo/send-whatsapp` | Slanje WhatsApp poruke |
| `brevo/create-contact` | Stvaranje novog kontakta |
| `brevo/update-contact` | Ažuriranje atributa kontakta |
| `brevo/delete-contact` | Brisanje kontakta |
| `brevo/add-to-list` | Dodavanje kontakta na popis |
| `brevo/remove-from-list` | Uklanjanje kontakta s popisa |
| `brevo/track-event` | Praćenje prilagođenog događaja |
| `http/request` | Izrada HTTP zahtjeva |
| `transform/map` | Transformacija podataka |
| `control/delay` | Čekanje prije nastavka |
| `control/condition` | Grananje na temelju uvjeta |

### Varijable predloška

Koristite sintaksu `{{ }}` za referenciranje podataka:

```yaml
parameters:
  to: "{{ contact.email }}"
  subject: "Your order #{{ order.number }} has shipped"
  params:
    name: "{{ contact.firstName | default: 'Customer' }}"
    items: "{{ cart.items | map: 'name' | join: ', ' }}"
    total: "{{ cart.total | currency: 'USD' }}"
```

### Dostupni filtri

| Filtar | Opis | Primjer |
| --- | --- | --- |
| `default` | Zadana vrijednost | `{{ name \| default: 'Guest' }}` |
| `uppercase` | Velika slova | `{{ name \| uppercase }}` |
| `lowercase` | Mala slova | `{{ email \| lowercase }}` |
| `capitalize` | Prvo slovo veliko | `{{ name \| capitalize }}` |
| `truncate` | Skraćivanje stringa | `{{ desc \| truncate: 100 }}` |
| `date` | Formatiranje datuma | `{{ date \| date: 'YYYY-MM-DD' }}` |
| `currency` | Formatiranje valute | `{{ price \| currency: 'EUR' }}` |
| `map` | Svojstvo polja | `{{ items \| map: 'name' }}` |
| `join` | Spajanje polja | `{{ tags \| join: ', ' }}` |
| `first` | Prvi element polja | `{{ items \| first }}` |
| `last` | Zadnji element polja | `{{ items \| last }}` |
| `size` | Duljina polja/stringa | `{{ items \| size }}` |

## Dozvole

Definirajte potrebne Brevo API dozvole:

```yaml
permissions:
  - contacts:read        # Čitanje podataka kontakata
  - contacts:write       # Stvaranje/ažuriranje kontakata
  - email:send           # Slanje transakcijskih emailova
  - sms:send             # Slanje SMS poruka
  - lists:write          # Upravljanje popisima kontakata
  - events:write         # Praćenje događaja
```

## Potpuni primjer

```yaml
---
name: abandoned-cart-recovery
version: 3.0.0
description: Recover abandoned shopping carts with a multi-step email sequence
category: email-marketing
status: stable

triggers:
  - event: cart_abandoned
    conditions:
      - cart_value: "> 25"
      - customer_email: "exists"
      - items_count: ">= 1"
    debounce: 30m

actions:
  - id: wait_1h
    type: control/delay
    parameters:
      duration: 1h

  - id: check_purchase
    type: control/condition
    parameters:
      condition: "{{ cart.converted }} = false"
      then: send_first_email
      else: stop

  - id: send_first_email
    type: brevo/send-email
    parameters:
      template_id: {{ env.ABANDONED_CART_TEMPLATE_1 }}
      to: "{{ contact.email }}"
      params:
        first_name: "{{ contact.firstName }}"
        cart_url: "{{ cart.recovery_url }}"
        items: "{{ cart.items }}"
        total: "{{ cart.total | currency }}"

  - id: wait_24h
    type: control/delay
    parameters:
      duration: 24h

  - id: check_purchase_2
    type: control/condition
    parameters:
      condition: "{{ cart.converted }} = false"
      then: send_second_email
      else: stop

  - id: send_second_email
    type: brevo/send-email
    parameters:
      template_id: {{ env.ABANDONED_CART_TEMPLATE_2 }}
      to: "{{ contact.email }}"
      params:
        first_name: "{{ contact.firstName }}"
        cart_url: "{{ cart.recovery_url }}"
        discount_code: "{{ generate_discount(10, 'percent') }}"

brevoEndpoints:
  - POST /v3/smtp/email
  - GET /v3/contacts/{identifier}

permissions:
  - contacts:read
  - email:send

relatedSkills:
  - customer-sync
  - order-events
  - browse-abandonment
---

# Abandoned Cart Recovery

Recover lost sales with a proven multi-step email sequence...
```

## Izlaganje kao MCP alati

Skillovi se mogu izložiti kao MCP alati, čineći ih pozivljivima od strane AI agenata. Dodajte polje `mcp` u svoj frontmatter:

```yaml
---
name: abandoned-cart-recovery
version: 3.0.0
description: Recover abandoned shopping carts with a multi-step email sequence
category: email-marketing

# MCP Configuration
mcp:
  tool_name: tajo/recover-abandoned-cart
  description: Execute abandoned cart recovery sequence for a specific cart
  inputSchema:
    type: object
    properties:
      cart_id:
        type: string
        description: The abandoned cart identifier
      customer_email:
        type: string
        description: Customer email address
      min_cart_value:
        type: number
        description: Minimum cart value to trigger recovery
        default: 25
    required: [cart_id, customer_email]
  brevo_servers:
    - brevo_contacts
    - brevo_email_campaign_management
    - brevo_templates
---
```

### Kako funkcionira izlaganje MCP-a

Kada skill ima polje `mcp`, postaje alat koji AI agenti mogu otkriti i pozvati:

```
Agent: "Recover abandoned cart #4521 for user@example.com"
    ↓
MCP Tool Discovery: finds tajo/recover-abandoned-cart
    ↓
Tool Execution: runs the skill's action chain
    ↓
Brevo MCP Servers: contacts + email modules called
    ↓
Result: recovery sequence initiated
```

### MCP polja

| Polje | Vrsta | Opis |
| --- | --- | --- |
| `mcp.tool_name` | string | Naziv MCP alata (format: `tajo/skill-name`) |
| `mcp.description` | string | Opis prikazan AI agentima pri otkrivanju alata |
| `mcp.inputSchema` | object | JSON Schema koji definira ulazne parametre alata |
| `mcp.brevo_servers` | array | Koji Brevo MCP server moduli ovom skillu trebaju |

### Skills vs. izravni MCP alati

| Aspekt | Skill kao MCP alat | Izravni Brevo MCP |
| --- | --- | --- |
| **Apstrakcija** | Visoka, agent kaže „oporavi ovu košaricu” | Niska, agent mora pozivati pojedinačne Brevo endpointe |
| **Složenost** | Encapsulira logiku s više koraka | Agent mora orkestrirati svaki korak |
| **Zaštitne mjere** | Ugrađene u skill (uvjeti, debounce) | Agent mora implementirati vlastite |
| **Najpogodnije za** | Ponavljajući tijekovi rada | Ad-hoc operacije |

Tip

**Koristite Skills kao MCP alate** za složene tijekove rada s više koraka koje agenti ne bi trebali ponovo osmišljavati svaki put. Koristite **izravne Brevo MCP alate** za jednostavne, jednokratne operacije poput pronalaska kontakta ili slanja jednog emaila.

### Kombiniranje Skills i Agenata

Agent može koristiti i Skills (kao MCP alate) i izravne Brevo MCP module:

```yaml
# Agent spec
---
name: retention-agent
tools:
  # Tajo Skills as MCP tools
  - tajo/recover-abandoned-cart
  - tajo/customer-sync
  - tajo/win-back-sequence
  # Direct Brevo MCP modules
  - brevo_contacts
  - brevo_campaign_analytics
  - brevo_segments
---
```

To agentima daje visoko-razinsku automatizaciju (Skills) za uobičajene uzorke uz zadržavanje nisko-razinskog pristupa (Brevo MCP) za prilagođenu logiku.

Pogledajte [Format specifikacije agenta](https://tajo.io/hr/docs/mcp/agent-specification) i [Izgradnja agenata](https://tajo.io/hr/docs/mcp/building-agents) za potpune detalje.

## Dobre prakse

Tip

**Verzionajte svoje skillove** koristeći semantičko verzioniranje. Promjene koje narušavaju kompatibilnost zahtijevaju povećanje glavne verzije.

1. **Zadržite skillove fokusiranima** – jedan skill treba raditi jednu stvar dobro
2. **Koristite opisne nazive** – `abandoned-cart-recovery`, a ne `acr`
3. **Dokumentirajte uvjete** – objasnite zašto svaki uvjet postoji
4. **Elegantno rukujte greškama** – koristite `on_error: continue` za nekritične radnje
5. **Testirajte na maloj publici** – koristite `status: experimental` tijekom razvoja
6. **Dodajte MCP izlaganje** za skillove koje agenti trebaju moći izravno pozvati

## Sljedeći koraci

- [Pregled MCP-a i Agenata](https://tajo.io/hr/docs/mcp) – kako Skills uklapaju u agentnu arhitekturu
- [Format specifikacije agenta](https://tajo.io/hr/docs/mcp/agent-specification) – definirajte agente koji koriste Skills kao alate
- [Izgradnja agenata](https://tajo.io/hr/docs/mcp/building-agents) – izgradite svog prvog marketinškog agenta
- [Skills sinkronizacije podataka](https://tajo.io/hr/docs/skills/data-sync) – istražite skillove za sinkronizaciju podataka