{
  "schema_version": "newruntime-agent-readable-v0.1",
  "type": "raw_signal",
  "id": "tg-2529",
  "slug": "hermes-turns-solved-tasks-into-new-skills",
  "title": "Hermes Turns Solved Tasks into New Skills",
  "description": "An agent runtime can preserve successful procedures as reusable capability modules, converting execution traces into a compounding operational library.",
  "observed_at": "2026-06-24",
  "why_it_matters": "This dated record adds public evidence to the skills become portable capability layer, company memory needs write loops analysis and keeps the claim auditable as the underlying products and practices change.",
  "novelty": "notable",
  "verification_level": "source-linked",
  "signal_type": "release",
  "evidence_kind": "creator-source",
  "status": "published",
  "telegram_message_id": 2529,
  "telegram_url": "https://t.me/qwgai/2529",
  "topics": [
    "hermes",
    "skills",
    "agent-learning"
  ],
  "entities": [],
  "related_patterns": [
    "skills-become-portable-capability-layer",
    "company-memory-needs-write-loops"
  ],
  "source_urls": [
    "https://x.com/ScottyBeamIO/status/2066885278451519590"
  ],
  "import_batch": "telegram-2026-07-17-new-sources-v3",
  "routes": {
    "html": "https://newruntime.com/signals/hermes-turns-solved-tasks-into-new-skills/",
    "markdown": "https://newruntime.com/signals/hermes-turns-solved-tasks-into-new-skills.md",
    "json": "https://newruntime.com/signals/hermes-turns-solved-tasks-into-new-skills.json"
  },
  "source_format": "telegram-export-normalized-json"
}