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Intention→Behavior Transformer (IBT) — deterministic execution discipline for reliable agent behavior without flattening personality.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
| name | ibt |
| version | 0.1.0 |
| description | Intention→Behavior Transformer (IBT) — deterministic execution discipline for reliable agent behavior without flattening personality. |
| homepage | https://github.com/openclaw/openclaw |
| metadata | {"openclaw":{"emoji":"🧭","category":"execution"}} |
Use this skill to improve execution quality with a strict control loop while preserving your existing voice/persona.
Parse → Plan → Commit → Act → Verify → Update → Stop
At each step, choose behavior that maximizes:
Utility - λ*Risk - μ*Effort (subject to constraints)
SOUL.md (or equivalent).IBT.md.IBT_TEMPLATE.md — drop-in IBT policy textSOUL_PATCH.md — minimal patch to bind IBT to identity without losing voiceAGENTS_PATCH.md — startup read-order patch (read IBT.md if present)IBT.md from templateSOUL.md with: “IBT controls execution quality, not personality”IBT.mdTrustSkill v3.1 - Advanced security scanner for OpenClaw skills with 99% false positive reduction. Detects malicious code, hardcoded secrets, vulnerable dependencies, tainted data flows, backdoors, credential theft, privacy file access, command injection, file system risks, network exfiltration, and sensitive data leaks. Features entropy-based secret detection, OSV vulnerability database integration, taint analysis, smart data flow detection, context-aware documentation scanning, and flexible YAML configuration.
Proactive task state management. Use on EVERY task start, progress update, completion, or failure. Tracks what was requested, what's running (background processes, SSH sessions), what's done, and what's next. Survives session resets. Triggers automatically — not user-invoked.
Generate summaries for conversation content. Helps users quickly get a summary of their chat history with support for incremental updates.
This skill enables IP address masking and accessing hidden services on the Anyone Network. Route requests through the Anyone Protocol VPN network using a local SOCKS5 proxy.
Deploy production LangGraph agents on AWS Bedrock AgentCore. Use for (1) multi-agent systems with orchestrator and specialist agent patterns, (2) building stateful agents with persistent cross-session memory, (3) connecting external tools via AgentCore Gateway (MCP, Lambda, APIs), (4) managing shared context across distributed agents, or (5) deploying complex agent ecosystems via CLI with production observability and scaling.
Git-backed issue tracker for AI agents. Use when managing tasks, dependencies, or multi-step work. Triggers on task tracking, issue management, dependency graphs, ready work queues, or mentions of "beads" / "bd" CLI.