{
  "recommended_threshold": 0.33,
  "negative_patterns": [
    "one-off",
    "do not turn",
    "without building",
    "brainstorm",
    "just explain",
    "headline",
    "summarize"
  ],
  "should_trigger": [
    {
      "text": "Convert this operations checklist into a reusable skill.",
      "family": "workflow_to_skill"
    },
    {
      "text": "Add trigger evals to this skill before sharing it with the team.",
      "family": "iterate_existing_skill"
    },
    {
      "text": "We have a messy release runbook, export process, and a prompt history; turn all of that into one reusable skill package with evals and packaging checks.",
      "family": "complex_multi_asset"
    },
    {
      "text": "Turn these workflow fragments, transcripts, and prompts into one production-ready skill with scripts and references.",
      "family": "complex_multi_asset"
    },
    {
      "text": "Tighten the trigger boundary on this existing skill and prepare it for team distribution.",
      "family": "iterate_existing_skill"
    },
    {
      "text": "Turn the SOP, transcript, and cleanup notes into a maintained skill for the team library.",
      "family": "paraphrase_trigger"
    },
    {
      "text": "Codify this workflow into a shared capability package and validate the route boundary before distribution.",
      "family": "paraphrase_trigger"
    },
    {
      "text": "After the long handoff notes below, build a skill package for team reuse. The materials include a transcript, rough notes, and an onboarding flow, and the result should include references, scripts, and validation.",
      "family": "long_context_trigger"
    }
  ],
  "should_not_trigger": [
    {
      "text": "Give me ideas for improving our process.",
      "family": "brainstorm_only"
    },
    {
      "text": "Review this note and tell me what it means in plain English.",
      "family": "explain_only"
    },
    {
      "text": "Help me brainstorm several ways to improve packaging, but do not generate any skill files.",
      "family": "brainstorm_only"
    },
    {
      "text": "Translate these notes into French and keep the structure exactly as-is.",
      "family": "translate_only"
    },
    {
      "text": "Summarize this workflow and list the main points only.",
      "family": "summary_only"
    },
    {
      "text": "This is a long incident write-up. Keep it as documentation only, explain it in simpler language, and do not convert it into a reusable capability.",
      "family": "long_context_document_only"
    },
    {
      "text": "I pasted a very long process note. For now I only need a recap and a short summary, not a skill package.",
      "family": "long_context_summary_only"
    }
  ],
  "near_neighbor": [
    {
      "text": "Review this process note and explain it, no packaging needed.",
      "family": "explain_not_package"
    },
    {
      "text": "Turn this into a checklist and template, but stop short of making a full skill.",
      "family": "partial_scaffold_not_full_skill"
    },
    {
      "text": "Package this explanation as a document, not as an agent skill.",
      "family": "document_export_vs_agent_skill"
    },
    {
      "text": "Make a future-ready outline for this skill idea, but do not build the package.",
      "family": "future_outline_vs_build"
    },
    {
      "text": "Polish these notes into a reusable-looking document without turning them into an agent skill.",
      "family": "document_export_vs_agent_skill"
    },
    {
      "text": "Turn the workflow below into a wiki-ready reference document and template only. We may build a skill later, but not now.",
      "family": "long_context_near_neighbor"
    },
    {
      "text": "Shape this idea for later and produce a future-ready outline, but do not build the skill package yet.",
      "family": "future_outline_vs_build"
    }
  ]
}