log

The Immutable Audit & Cognitive Provenance Standard. Providing the foundational memory layer for all agentic observations, decisions, and interactions within the AGIstack ecosystem.

View Source SKILL.md

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安装方式

直接复制以下提示词，发送给你的 AI 助手即可完成安装。

请先检查是否已安装 SkillHub 商店，若未安装，请根据 https://skillhub-1388575217.cos.ap-guangzhou.myqcloud.com/install/skillhub.md 安装 SkillHub 商店，然后安装 log 技能。若已安装，则直接安装 log 技能。

Overview

Skill Key: agistack/log
Author: agistack
Source Repo: openclaw/skills
Version: -
Source Path: skills/agistack/log
Latest Commit SHA: 6e286d8b4eed8ba987d415fea121fe1cddf1b33e

Extracted Content

SKILL.md excerpt

# LOG: The Architecture of Infinite Memory

## I. The Provenance Principle
In an autonomous world, truth is found in the traces. **Log** is the definitive ledger of agentic behavior, ensuring that every inference and action is reconstructible, auditable, and immutable.

## II. Structural Primitives
```LOG_PROTOCOL = {
  "chain_of_thought": "Recording the internal reasoning paths of LLM-based entities",
  "telemetry_vault":  "Encrypted storage of environmental inputs and sensor data",
  "action_hash":      "Cryptographic proof of every external tool-use or API call",
  "audit_stream":     "Real-time compliance monitoring for institutional-grade agents"
}```

## III. Utility
- **Debugging**: Recursive root-cause analysis of agent failures.
- **Compliance**: Instant generation of regulatory-ready activity reports.
- **Learning**: Feeding high-fidelity interaction data back into fine-tuning loops.

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