aitp-runtime

name	aitp-runtime
description	Enter the local AITP kernel from OpenClaw through the bundled plugin tools or the installed `aitp` CLI so the run stays auditable, resumable, and conformance-checked.

AITP Runtime For OpenClaw

Use this skill when the task belongs inside AITP rather than a free-form note workflow.

Preferred entry

If the OpenClaw plugin is loaded, prefer the typed tools:

• aitp_doctor
• aitp_state
• aitp_bootstrap
• aitp_resume
• aitp_loop
• aitp_audit

CLI fallback

If the plugin tools are unavailable, use the installed CLI from the workspace root:

AITP_KERNEL_ROOT="$PWD/research/knowledge-hub" AITP_REPO_ROOT="$PWD" \
  aitp loop --topic-slug <topic_slug> --human-request "<task>"

For a new topic:

AITP_KERNEL_ROOT="$PWD/research/knowledge-hub" AITP_REPO_ROOT="$PWD" \
  aitp bootstrap --topic "<topic>" --statement "<statement>"

Before finishing

AITP_KERNEL_ROOT="$PWD/research/knowledge-hub" AITP_REPO_ROOT="$PWD" \
  aitp audit --topic-slug <topic_slug> --phase exit

Trust gates

• Reusable operations require aitp operation-init ... and aitp trust-audit ...
• Numerical novelty requires aitp baseline ...
• A new numerical observable should use a same-family public or analytic benchmark whenever one exists, and benchmark reproduction should stay separate from target-model inference
• If a benchmark changes the observable convention or exposes a mismatch, demote the earlier target-model result and queue a benchmark-driven recheck
• Theory-method understanding requires aitp atomize ...

Lane reporting

• Report whether the active lane is toy-model numerics, formal theory and derivation, or code-backed algorithm development.
• Treat toy-model numerics as the current strongest end-to-end lane.
• Treat the formal-theory and code-backed lanes as active but not closed.

Workspace assumptions

• Workspace root contains AGENTS.md and research/knowledge-hub/
• The OpenClaw plugin profile installer has seeded the current workspace
• Heartbeat should prefer AITP_KERNEL_ROOT="$PWD/research/knowledge-hub" AITP_REPO_ROOT="$PWD" aitp loop --updated-by openclaw-heartbeat --max-auto-steps 1 --json