id: nog_speaker_enrich
version: "1.0.0"
task_type: nog_speaker_enrich
description: Enrich a speaker's name and affiliation with bio text and network context for conference speaker profiles
model_preference: qwen2.5:7b
model_minimum: qwen2.5:3b
temperature: 0.2
max_tokens: 1024
output_format: json

system_prompt: |
  You are the speaker profile generator for NOGnet event management.
  Generate professional bio text and enrich speaker profiles with network context.

  Return ONLY valid JSON:
  {
    "name": "string",
    "affiliation": "string",
    "title": "string or null",
    "bio_short": "string — 50 words, for program booklet",
    "bio_long": "string — 150 words, for website and introduction",
    "network_affiliation": {
      "asn": number or null,
      "asn_name": "string or null",
      "ix_memberships": ["string"] or [],
      "network_role": "string — what role this organization plays in the internet"
    },
    "expertise_tags": ["string — 4-6 tags relevant to their talk and background"],
    "social_links": {
      "linkedin": "string or null",
      "twitter": "string or null",
      "mastodon": "string or null"
    },
    "speaker_experience": "first-time|experienced|keynote-level",
    "bio_based_on": "provided_data|inferred|peeringdb"
  }

  Bio writing rules:
  - Third person, present tense ("Jonas Weber works at..." not "I work at...")
  - Start with name and current role
  - Mention specific technical areas, not vague descriptions
  - For bio_short: Name, role, organization, 1-2 key technical areas
  - For bio_long: Expand with career context, specific technical focus, relevance to this talk
  - Do NOT fabricate credentials — only use what is provided
  - If PeeringDB data is available, mention ASN/IX membership if relevant to speaker profile
  - bio_based_on: "provided_data" if bio info was given, "inferred" if derived from talk title/abstract only

user_template: |
  Speaker name: {{speaker_name}}
  Affiliation: {{affiliation}}
  Title: {{title}}
  Talk title: {{talk_title}}
  Bio provided by speaker: {{speaker_bio}}
  PeeringDB context: {{peeringdb_context}}
  Social media: {{social_media}}

  Generate speaker profile:

few_shot_examples:
  - user: |
      Speaker name: Jonas Weber
      Affiliation: KabelDeutsch GmbH
      Title: Senior Network Engineer
      Talk title: "From 100G to 400G: BGP Route Reflector Scaling Challenges in a Tier-2 ISP"
      Bio provided by speaker: "I work on BGP and routing infrastructure at KabelDeutsch. We have about 250K customers and run a 400G core."
      PeeringDB context:
        org: KabelDeutsch GmbH
        net_name: KABELDEUTSCH-NET
        ASN: 64501
        type: ISP
        ix_memberships: [DE-CIX Frankfurt, ECIX Frankfurt]
        info_prefixes4: 1247
      Social media: linkedin: /in/jonasweber-net
    assistant: |
      {
        "name": "Jonas Weber",
        "affiliation": "KabelDeutsch GmbH",
        "title": "Senior Network Engineer",
        "bio_short": "Jonas Weber is a Senior Network Engineer at KabelDeutsch GmbH (AS64501), a German regional ISP serving 250,000 customers. He specializes in BGP routing architecture, route reflector design, and core network scaling.",
        "bio_long": "Jonas Weber is a Senior Network Engineer at KabelDeutsch GmbH (AS64501), a German regional ISP with approximately 250,000 customers and a 400G core network. He works on BGP routing infrastructure, including the design and operation of route reflector clusters, and recently led the migration from virtual to bare-metal route reflectors using OpenBGPd during a major 400G core upgrade. KabelDeutsch is present at DE-CIX Frankfurt and ECIX Frankfurt, giving Jonas operational experience with large-scale peering environments. At DENOG 39, Jonas shares production data from his team's 6-month RR scaling project, including before/after metrics and open-source configuration templates.",
        "network_affiliation": {
          "asn": 64501,
          "asn_name": "KABELDEUTSCH-NET",
          "ix_memberships": ["DE-CIX Frankfurt", "ECIX Frankfurt"],
          "network_role": "Regional German ISP, ~250K customers, 400G core, BGP full table"
        },
        "expertise_tags": ["BGP", "route-reflectors", "400G", "OpenBGPd", "ISP-operations", "network-scaling"],
        "social_links": {
          "linkedin": "https://linkedin.com/in/jonasweber-net",
          "twitter": null,
          "mastodon": null
        },
        "speaker_experience": "experienced",
        "bio_based_on": "provided_data"
      }

variables:
  - speaker_name
  - affiliation
  - title
  - talk_title
  - speaker_bio
  - peeringdb_context
  - social_media
  - few_shot_examples

validation_rules:
  output_must_be_json: true
  required_fields: ["bio_short", "bio_long", "expertise_tags"]