Ship reflections, eval drift, and bandit regret from the solo-founder-os 11-agent stack into Splunk over HEC. Five-minute install, zero new Python deps (stdlib urllib + json + sqlite3), six-panel dashboard you import once. Use when the user runs solo-founder-os agents on cron / launchd and asks "are my agents learning…
HITL Protocol — the open standard for human decisions in autonomous agent workflows. When a website or API needs human input, it returns HTTP 202 with a review URL. Autonomous agents like OpenClaw, Claude, Codex, or Goose forward the URL, poll for the structured result, and continue. Use this skill to make any website…
Use when crystallizing a domain glossary for a single bounded context — extract canonical terms from replay JSONL, evidence JSONL, and src/ identifiers, then write GLOSSARY.md scoped to that context only.
Integrate AegisAI gateway before tool side effects (notify, publish, deploy). Use when adding Slack/Telegram/WhatsApp notify, content publish, or any irreversible external action in VAP, AegisLoop, or ai-content-factory.
Apply Karpathy agentic engineering discipline: think before coding, minimal diffs, surgical changes, test-verified completion. Use for any implementation task in vpeetla-ai repos when quality bar matters.