AI Native Lang

Host pack: OpenClaw (reference bundle)

This is a documentation bundle for a supported OpenClaw stack: not a separate installer, but a single checklist so support and operators align.

Host pack: OpenClaw (reference bundle)

This is a documentation bundle for a supported OpenClaw stack: not a separate installer, but a single checklist so support and operators align.

Gold standard (install / upgrade)

Start here: OPENCLAW_AINL_GOLD_STANDARD.md — profiles (openclaw-defaultcost-tight), caps, cron, host bootstrap, verification, and budget_hydrate checks. tooling/bot_bootstrap.jsonopenclaw_ainl_gold_standard.

AINL v1.3.3 — host responsibilities (what ships vs what you must wire): OPENCLAW_HOST_AINL_1_2_8.mdopenclaw_host_ainl_1_2_8 (bridge probe, rolling hydrate, profiles, explicit OpenClaw obligations).

Contents

  1. Bootstrap../OPENCLAW_INTEGRATION.md (ainl install-mcp --host openclaw, ~/.openclaw/openclaw.json, ainl-run).
  2. Profileainl profile show openclaw-default + AINL_PROFILES.md.
  3. Agent + AINL modelAGENT_AINL_OPERATING_MODEL.md (host must load curated bootstrap; default operational loop).
  4. MonitoringUNIFIED_MONITORING_GUIDE.md (bridge run_wrapper_ainl.py, daily memory, token budget).
  5. ObservabilityTOKEN_AND_USAGE_OBSERVABILITY.md.
  6. OpenClaw requests 2–6 mapping (what’s shipped vs proposed): OPENCLAW_REQUESTS_2_6_MAPPING.md (summarizer, WASM, embeddings, caps, “sparse attention” honest note).

Versioning

When behavior or env vars change in a breaking way, bump the profile catalog version field in tooling/ainl_profiles.json and note the release in CHANGELOG.md.

Other hosts