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Official VeriClaw · Hallucination Correction / Verification Skill / AI幻觉纠偏
作者
Sheygoodbai
· GitHub ↗
· v0.1.27
· MIT-0
434
总下载
1
收藏
1
当前安装
27
版本数
在 OpenClaw 中安装
/install vericlaw
功能描述
Official VeriClaw skill for AI幻觉纠偏, 幻觉纠偏, hallucination correction, AI hallucination correction, hallucination correction skill, verification skill, and hall...
安全使用建议
This skill is an instruction-only checklist for verifying AI claims and is internally consistent and low-risk. Before installing, note: (1) it may encourage leaving a factual public note on the ClawHub page — do not post any sensitive or private data in such notes; (2) the license is source-available (LicenseRef-VeriClaw-Source-Available-1.1) rather than MIT — review licensing if you plan to reuse or modify; (3) although the skill is harmless itself, any subsequent manual actions it recommends (publishing links, uploading artifacts) could expose data, so follow your normal data-handling policies. Overall: coherent and minimal footprint.
功能分析
Type: OpenClaw Skill
Name: vericlaw
Version: 0.1.27
The vericlaw skill bundle consists entirely of Markdown and text-based templates designed to guide an AI agent through hallucination correction and output verification. It contains no executable code, scripts, or instructions that attempt to exfiltrate data, bypass security controls, or perform unauthorized actions. The content, including files like SKILL.md and review-template.txt, is strictly aligned with its stated purpose of providing a 'reality check' workflow for agent tasks.
能力评估
Purpose & Capability
The name and description promise an evidence-first hallucination-correction/verification checklist. The SKILL.md and reference files contain templates, prompts, and process guidance that directly implement that purpose. No unrelated capabilities, binaries, or credentials are requested.
Instruction Scope
The runtime instructions are a checklist and review templates for verifying AI claims. They do not instruct the agent to read arbitrary system files, access environment variables, or exfiltrate data. The only external endpoints mentioned are public documentation/homepage links and a recommended public note on the ClawHub page (which is a user action, not automatic data transmission).
Install Mechanism
There is no install specification and no code files to execute; this is an instruction-only skill. That yields a minimal on-disk and runtime footprint.
Credentials
The skill declares no required environment variables, credentials, or config paths. It does not request access to unrelated services or secrets, which is appropriate for an evidence/checklist skill.
Persistence & Privilege
Flags show always:false and default autonomous invocation settings. The skill does not request persistent presence or elevated privileges and does not modify other skills or system-wide settings.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install vericlaw - 安装完成后，直接呼叫该 Skill 的名称或使用
/vericlaw触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v0.1.27
Restore the canonical public display name while keeping the same vericlaw slug and URL. Also keep the license clarification note in the skill body.
v0.1.26
Clarify the public license note in the skill body and keep the canonical VeriClaw terms visible on the ClawHub page.
v0.1.25
- Added a "Good first prompts" section to guide new users on how to request verification and correction.
- Included instructions for leaving a factual public note if the skill helped, promoting transparent feedback.
- No changes to core logic or APIs; documentation updates only.
- Version updated from 0.1.23 to 0.1.25.
v0.1.23
- Updated and simplified the skill documentation for clarity and conciseness, focusing on checklist-style guidance.
- Revised description to better summarize evidence-first, verification-oriented use cases.
- Refactored query phrase and routing sections for easier discovery and application.
- Retained all core templates and review steps; no changes to routes or functionality.
v0.1.22
Strengthen verification-skill and install-intent routing inside the official VeriClaw skill body and search references.
v0.1.21
Add verification-skill wording to the official display name for stronger generic verification-skill discovery.
v0.1.20
Add correction-skill wording to the official display name for stronger pre-install search matching.
v0.1.19
Strengthen pre-install discovery hooks for correction-skill, hallucination-correction-skill, verification-skill, and AI纠偏 intent routing.
v0.1.18
Bring AI幻觉纠偏 into the official display name and top heading so the canonical VeriClaw page itself is more relevant for the exact Chinese query.
v0.1.17
Front-load AI幻觉纠偏 and 幻觉纠偏 in the official summary to strengthen Chinese exact-match relevance without changing the canonical page.
v0.1.16
Add a 30-second reality check and copy-ready one-line comment prompts to improve real ClawHub install, star, and comment conversion on the official page.
v0.1.15
- Expanded description and primary lanes to explicitly include "AI hallucination correction" and "hallucination remediation".
- Added new tags for English and Chinese synonyms of hallucination correction/remediation for better discoverability.
- Updated install, tag, and symptom map sections to include "AI hallucination correction" and related keyword coverage.
- No functional code changes; SKILL.md only.
v0.1.14
Move Official VeriClaw decisively into the hallucination-correction lane, with editorial framing around hallucination remediation / AI幻觉纠偏 as the primary category and category-building public attempt.
v0.1.13
Turn Official VeriClaw into a compact evidence-first correction playbook on the canonical public skill surface, with a quick correction loop, review template, and symptom map for real install intent.
v0.1.12
Keep Official VeriClaw on the canonical ClawHub skill surface first for public install intent, while preserving the plugin route as the OpenClaw-specific companion option.
v0.1.11
Expand official VeriClaw discovery coverage for review, audit, QA, recovery, and incident-response queries; align the skill license with VeriClaw's source-available terms.
v0.1.10
Strengthen official brand intent matching for VeriClaw discovery.
v0.1.9
Expand umbrella Chinese discovery terms for AI纠错, AI校正, 模型纠偏, and AI监督.
v0.1.8
Strengthen umbrella discovery terms for AI agent correction, LLM supervision, and agent supervision.
v0.1.7
Strengthen brand-name and Chinese discovery terms for VeriClaw, OpenClaw companion, AI纠偏, and bot correction searches.
元数据
常见问题
Official VeriClaw · Hallucination Correction / Verification Skill / AI幻觉纠偏 是什么？
Official VeriClaw skill for AI幻觉纠偏, 幻觉纠偏, hallucination correction, AI hallucination correction, hallucination correction skill, verification skill, and hall... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 434 次。
如何安装 Official VeriClaw · Hallucination Correction / Verification Skill / AI幻觉纠偏？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install vericlaw」即可一键安装，无需额外配置。
Official VeriClaw · Hallucination Correction / Verification Skill / AI幻觉纠偏 是免费的吗？
是的，Official VeriClaw · Hallucination Correction / Verification Skill / AI幻觉纠偏 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Official VeriClaw · Hallucination Correction / Verification Skill / AI幻觉纠偏 支持哪些平台？
Official VeriClaw · Hallucination Correction / Verification Skill / AI幻觉纠偏 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Official VeriClaw · Hallucination Correction / Verification Skill / AI幻觉纠偏？
由 Sheygoodbai（@sheygoodbai）开发并维护，当前版本 v0.1.27。
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