Inhlolovo ye-AI 7: Indlela Yokuchaza Kahle Ikhono

1. Umqondo Oyinhloko we-Skill

I-Skill iyisethi yamandla okwenza asebenzayo afakwe ku-Agent (umuntu ohleliwe) noma uhlelo lwe-AI. Ngokuvamile iqukethe:

• Izimo zokuqalisa: nini ibizwa (njengemiyalo yomsebenzisi, izehlakalo zohlelo).
• Amapharamitha okufaka: idatha noma umongo okudingeka ukuthi amukelwe.
• Ukuqondiswa kokwenza: izinyathelo eziqondile zokucubungula (njengokubiza i-API, ukusebenzisa ikhodi, ukubuza isizinda solwazi).
• Umphumela wokuphuma: impendulo noma isenzo esibuyiselwa kumuntu obizayo.

2. Izinyathelo Zokuchaza Kahle I-Skill

1. Cacisa Igama Nencazelo ye-Skill

• Igama: elifushane, elihlukile, elinembeza (njenge search_web, send_email).
• Incazelo: chaza umsebenzi we-Skill ngomusho owodwa ukuze i-Agent ikwazi ukuyifanisa ngokuzenzakalelayo.

2. Chaza Amapharamitha Okufaka (Input Schema)

Sebenzisa i-JSON Schema noma ifomethi efanayo, ucacise uhlobo lwepharamitha ngalinye, ukuthi liyadingeka yini, inani elizenzakalelayo kanye nezithiyo.

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Igama lokusesha",
      "required": true
    },
    "max_results": {
      "type": "integer",
      "description": "Inani eliphezulu lemiphumela ebuyiselwayo",
      "default": 10
    }
  }
}

3. Bhala Ukuqondiswa Kokwenza (Execution Logic)

• Ukuqondiswa okuqinisekisiwe: biza umsebenzi, i-API noma isizinda sedatha ngqo.
• Ukuqondiswa okungaqinisekisiwe: sebenzisa i-LLM ukukhiqiza impendulo (kudingeka unikeze isifanekiso se-prompt).
• Ukuphatha amaphutha: chaza izinqubo zokuphelelwa yisikhathi, ukuzama kabusha, nokwehlisa izinga.

4. Chaza Ifomethi Yokuphuma (Output Schema)

Futhi sebenzisa i-JSON Schema ukuchaza isakhiwo sedatha ebuyiselwayo.

{
  "type": "object",
  "properties": {
    "results": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "title": { "type": "string" },
          "url": { "type": "string", "format": "uri" }
        }
      }
    }
  }
}

5. I-Metadata Eyengeziwe

• Inombolo yenguqulo: ukuze kulawuleke ukuthuthukiswa.
• Umbhali / umgcini: umthwalo womuntu.
• Izinto ezithembele kuzo: izinsiza zangaphandle noma imitapo yolwazi edingekayo.
• Imikhawulo yokusetshenziswa: njengomkhawulo wemvamisa, izimfuneko zamalungelo.

3. Isibonelo: Incazelo Ephelele ye-Skill

name: "weather_query"
description: "Bheka isimo sezulu samanje ngegama ledolobha"
version: "1.0.0"
author: "Ithimba le-AI"

input:
  type: object
  properties:
    city:
      type: string
      description: "Igama ledolobha, njenge 'Beijing'"
      required: true
    unit:
      type: string
      enum: ["celsius", "fahrenheit"]
      default: "celsius"

execute:
  - step: "Biza i-API yesimo sezulu"
    api: "https://api.weather.com/v1/current"
    method: "GET"
    params:
      city: "{input.city}"
      unit: "{input.unit}"
  - step: "Hlela umphumela"
    format: "Izinga lokushisa lamanje e-{city} ngu-{temperature}°{unit}"

output:
  type: object
  properties:
    temperature:
      type: number
    condition:
      type: string
    humidity:
      type: number

4. Izinqubo Ezingcono Kakhulu

• Umsebenzi owodwa: i-Skill ngayinye yenza into eyodwa, gwema ukuhlanganisa ngokweqile.
• Ukuzimela: ungathembeli esimweni somhlaba wonke sangaphandle, okokufaka kube umphumela.
• Ukuhlolwa: hlinzeka ngedatha mbumbulu noma indawo ye-sandbox ukuze uhlole amayunithi.
• Ukubhalwa kwemibhalo: bhala imiyalo yokusebenzisa nezibonelo ze-Skill ngayinye.

Ngalezi zindlela ezichazwe ngenhla, i-Skill ingasetshenziswa yi-AI Agent ngokuguquguquka, futhi ingahlanganiswa ngqo ohlelweni ngabathuthukisi, okuholela ekusetshenzisweni kabusha "bhala kanye, sebenzisa yonke indawo".