Free SKILL.md scraped from GitHub. Clone the repo or copy the file directly into your Claude Code skills directory.
npx versuz@latest install joshua-eisenhart-codex-ratchet-system-v4-skill-specs-a2-next-state-signal-adaptation-audit-opergit clone https://github.com/Joshua-Eisenhart/Codex-Ratchet.gitcp Codex-Ratchet/SKILL.MD ~/.claude/skills/joshua-eisenhart-codex-ratchet-system-v4-skill-specs-a2-next-state-signal-adaptation-audit-oper/SKILL.md--- skill_id: a2-next-state-signal-adaptation-audit-operator name: a2-next-state-signal-adaptation-audit-operator description: Map the OpenClaw-RL paper and repo into a bounded Ratchet next-state / directive-correction audit slice without claiming the OpenClaw-RL training stack is ported. skill_type: maintenance source_type: repo_skill applicable_layers: [A2_MID_REFINEMENT, B_ADJUDICATED] applicable_graphs: [runtime, control, a2_mid_refinement_graph_v1] inputs: [repo, report_path, markdown_path, packet_path] outputs: [next_state_signal_adaptation_audit_report, next_state_signal_adaptation_audit_packet] related_skills: [witness-recorder, runtime-state-kernel, bounded-improve-operator, a2-skill-improver-readiness-operator, a2-skill-improver-first-target-proof-operator] capabilities: can_write_repo: true can_only_propose: true tool_dependencies: [] provenance: "OpenClaw-RL (arXiv 2603.10165 + Gen-Verse/OpenClaw-RL) retooled into a bounded Ratchet next-state signal adaptation audit slice" adapters: codex: system_v4/skill_specs/a2-next-state-signal-adaptation-audit-operator/SKILL.md shell: system_v4/skills/a2_next_state_signal_adaptation_audit_operator.py --- # A2 Next-State Signal Adaptation Audit Operator Use this skill when we want to process OpenClaw-RL as source material and make one honest Ratchet-native slice from it without pretending we imported its RL runtime. ## Purpose - turn the paper plus repo into a durable corpus member - map `next-state`, `directive correction`, and `async improvement` ideas onto existing Ratchet seams - emit one repo-held report and packet for the current bounded mapping ## Execute Now 1. Read: - [work/external_refs/OPENCLAW_RL__REFERENCE_NOTE__2026_03_21__v1.md](/home/ratchet/Desktop/Codex%20Ratchet/work/external_refs/OPENCLAW_RL__REFERENCE_NOTE__2026_03_21__v1.md) - [SKILL_SOURCE_CORPUS.md](/home/ratchet/Desktop/Codex%20Ratchet/SKILL_SOURCE_CORPUS.md) - [REPO_SKILL_INTEGRATION_TRACKER.md](/home/ratchet/Desktop/Codex%20Ratchet/REPO_SKILL_INTEGRATION_TRACKER.md) - [system_v4/V4_IMPORTED_SKILL_CLUSTER_MAP__CURRENT.md](/home/ratchet/Desktop/Codex%20Ratchet/system_v4/V4_IMPORTED_SKILL_CLUSTER_MAP__CURRENT.md) 2. Verify the local mapping seams only: - `witness-recorder` - `runtime-state-kernel` - `bounded-improve-operator` - `a2-skill-improver-readiness-operator` - `a2-skill-improver-first-target-proof-operator` 3. Emit one report that says what to keep, what to adapt, what not to import, and what the next bounded follow-on would be. ## Default Outputs When no explicit path is supplied, write: - `system_v4/a2_state/audit_logs/A2_NEXT_STATE_SIGNAL_ADAPTATION_AUDIT_REPORT__CURRENT__v1.json` - `system_v4/a2_state/audit_logs/A2_NEXT_STATE_SIGNAL_ADAPTATION_AUDIT_REPORT__CURRENT__v1.md` - `system_v4/a2_state/audit_logs/A2_NEXT_STATE_SIGNAL_ADAPTATION_AUDIT_PACKET__CURRENT__v1.json` ## Quality Gates - Do not claim OpenClaw runtime import. - Do not claim online RL training is now live in Ratchet. - Do not claim policy mutation from live user traffic. - Keep the slice audit-only, proposal-only, and repo-held.