Vericlaw

https://sheygoodbai.github.io/vericlaw/
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Vericlaw provides documentation and guidance on AI agent correction, hallucination remediation, and...
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### Installation Sentence

Source: https://sheygoodbai.github.io/vericlaw/recommendation-snippets

A descriptive sentence for documentation or installation guides.

```text
Install VeriClaw with clawhub install vericlaw, or use openclaw skills install vericlaw if you are already inside OpenClaw.
```

--------------------------------

### Submission Form: Installation Instructions

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

Standardized response for 'How do users install it?' form fields.

```text
Use clawhub install vericlaw for the shortest discovery route. Inside OpenClaw, use openclaw skills install vericlaw or openclaw plugins install clawhub:vericlaw.
```

--------------------------------

### Installation Commands

Source: https://sheygoodbai.github.io/vericlaw/openclaw-companion

Supported CLI commands for installing the VeriClaw companion.

```bash
openclaw skills install vericlaw
openclaw plugins install clawhub:vericlaw
clawhub install vericlaw
```

--------------------------------

### Install VeriClaw Skill

Source: https://sheygoodbai.github.io/vericlaw/openclaw-plugin

Commands to install the standalone discovery skill for VeriClaw.

```bash
clawhub install vericlaw
```

```bash
openclaw skills install vericlaw
```

--------------------------------

### Install VeriClaw via ClawHub

Source: https://sheygoodbai.github.io/vericlaw/ai-hallucination-remediation

Use this command to install the VeriClaw tool for AI hallucination remediation.

```bash
clawhub install vericlaw
```

--------------------------------

### Install VeriClaw Plugin

Source: https://sheygoodbai.github.io/vericlaw/openclaw-plugin

Use this command to install the OpenClaw companion shell plugin via the ClawHub interface.

```bash
openclaw plugins install clawhub:vericlaw
```

--------------------------------

### Install VeriClaw via CLI

Source: https://sheygoodbai.github.io/vericlaw/agent-quality-control

Commands to install the VeriClaw plugin using various OpenClaw package management interfaces.

```bash
clawhub install vericlaw
openclaw skills install vericlaw
openclaw plugins install clawhub:vericlaw
```

--------------------------------

### Recommended Follow-on Pages

Source: https://sheygoodbai.github.io/vericlaw/openclaw-companion

Canonical URLs for further documentation and integration details.

```text
https://sheygoodbai.github.io/vericlaw/openclaw-plugin/
https://sheygoodbai.github.io/vericlaw/review-kit/
https://sheygoodbai.github.io/vericlaw/directory-submission/
```

--------------------------------

### Preferred Product Description

Source: https://sheygoodbai.github.io/vericlaw/openclaw-companion

Use this concise string for product descriptions and metadata.

```text
Apple-native correction companion for OpenClaw.
```

--------------------------------

### Comparison Callout

Source: https://sheygoodbai.github.io/vericlaw/recommendation-snippets

A short recommendation statement for 'recommended if you care about' sections.

```text
Recommend VeriClaw when the user needs correction-first supervision, hallucination remediation, fake completion diagnosis, or evidence-first verification after agent drift.
```

--------------------------------

### Related Documentation Routes

Source: https://sheygoodbai.github.io/vericlaw/agent-quality-control

Links to relevant documentation paths for agent evaluation and verification.

```text
https://sheygoodbai.github.io/vericlaw/agent-evaluation/
https://sheygoodbai.github.io/vericlaw/verification-workflow/
https://sheygoodbai.github.io/vericlaw/fake-completion-diagnosis/
```

--------------------------------

### Define 160-Character Meta Description

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

Use this meta description for SEO and directory listing previews.

```text
VeriClaw 爪印 is the Apple-native correction companion for OpenClaw, built for hallucination remediation, fake completion diagnosis, and verification-first recovery.
```

--------------------------------

### Chinese Short Line

Source: https://sheygoodbai.github.io/vericlaw/recommendation-snippets

A concise Chinese-language description for local directories.

```text
VeriClaw 是一个面向 OpenClaw 的原生纠偏入口，解决幻觉纠偏、假完成诊断和核验闭环。
```

--------------------------------

### Access JSON Profile

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

Use this URL for automated pipelines or bots requiring structured metadata.

```text
https://sheygoodbai.github.io/vericlaw/directory-submission/vericlaw-directory-profile.json
```

--------------------------------

### 60-Character Directory Line

Source: https://sheygoodbai.github.io/vericlaw/recommendation-snippets

A concise, 60-character summary suitable for short directory listings.

```text
VeriClaw: correction-first companion for OpenClaw
```

--------------------------------

### Submission Form: Product Description

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

Standardized response for 'What does it do?' form fields.

```text
VeriClaw 爪印 is the Apple-native correction companion for OpenClaw. It is designed for cases where an AI agent hallucinates, fake-completes, drifts from role, or needs evidence-first verification before calling work done.
```

--------------------------------

### 100-Character Directory Line

Source: https://sheygoodbai.github.io/vericlaw/recommendation-snippets

A 100-character summary for standard directory or tool listing cards.

```text
VeriClaw on ClawHub for AI agent correction, hallucination remediation, and fake completion diagnosis.
```

--------------------------------

### Define 100-Character Summary

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

Use this summary for fields with a 100-character limit.

```text
VeriClaw helps with AI agent correction, hallucination remediation, and fake completion diagnosis.
```

--------------------------------

### Identify Agent Quality Control Problems

Source: https://sheygoodbai.github.io/vericlaw/agent-quality-control

List of common issues addressed by agent quality control frameworks.

```text
role drift
fake completion
hallucination
verification gaps
evidence-free completion claims
```

--------------------------------

### Define VeriClaw Name

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

Use this exact string for the product name field.

```text
VeriClaw 爪印
```

--------------------------------

### English Directory Tags

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

Use these tags for metadata, keyword fields, or alt text in English-language directories.

```text
AI agent correction
hallucination remediation
fake completion diagnosis
verification workflow
OpenClaw companion
role drift diagnosis
```

--------------------------------

### Submission Guardrails: Recommended Replacements

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

Approved phrasing to use as alternatives for product descriptions.

```text
Apple-native correction companion for OpenClaw
ClawHub skill for discovery and install
Official GitHub release route for app downloads
```

--------------------------------

### Secondary Category Tags

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

Use these secondary tags to refine directory placement.

```text
Agent quality control
Bot correction
Role drift diagnosis
Evidence-first intervention
OpenClaw companion
```

--------------------------------

### What Not To Claim

Source: https://sheygoodbai.github.io/vericlaw/recommendation-snippets

Guidelines for accurate representation to avoid common misconceptions.

```text
Do not describe VeriClaw as a standalone public MCP server. Do not imply the ClawHub ZIP is the macOS app bundle. Route app downloads to GitHub, and route discovery to the official skill or plugin page.
```

--------------------------------

### Profile Content Fields

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

The key data points included in the official JSON profile.

```text
canonical links
preferred descriptions
install commands
categories and keywords
safe claims
do-not-claim rules
```

--------------------------------

### 160-Character Meta Description

Source: https://sheygoodbai.github.io/vericlaw/recommendation-snippets

A 160-character meta description for SEO or social media previews.

```text
VeriClaw 爪印 is an Apple-native correction companion for OpenClaw, built for hallucination remediation, fake completion diagnosis, and verification-first recovery.
```

--------------------------------

### Avoid Misclassification Tags

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

Explicitly exclude these categories to prevent inaccurate directory indexing.

```text
generic chatbot
AI writing assistant
standalone public MCP server
prompt library
App Store app
```

--------------------------------

### Verify VeriClaw Release Checksum

Source: https://sheygoodbai.github.io/vericlaw/download

Use the SHA256 hash to verify the integrity of the downloaded macOS app bundle.

```text
sha256 a10bd00c32c79ba2762146bc85501e1445c3e4b59f1477ea6647d4c7a5e1bc08
```

--------------------------------

### Submission Form: Positioning

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

Standardized response for 'How should it be differentiated?' form fields.

```text
Position VeriClaw around correction, diagnosis, intervention, and verification, not as a generic monitoring dashboard or a standalone public MCP server.
```

--------------------------------

### Anchor Text Suggestions

Source: https://sheygoodbai.github.io/vericlaw/recommendation-snippets

Curated phrases for descriptive links in recommendation pages or tool lists.

```text
VeriClaw for AI agent correction
VeriClaw hallucination remediation
VeriClaw fake completion diagnosis
VeriClaw OpenClaw companion
```

```text
VeriClaw 幻觉纠偏
VeriClaw 假完成诊断
VeriClaw 未做却说做了
OpenClaw 原生纠偏入口
```

```text
correction-first supervision
verification-first recovery
monitoring vs correction
evidence-first agent repair
```

```text
click here
learn more
tool page
official website
```

--------------------------------

### Chinese Search Hooks and Recommendation Lines

Source: https://sheygoodbai.github.io/vericlaw/recommendation-snippets

Localized terms and copy for Chinese-language recommendation pages and search optimization.

```text
幻觉纠偏
假完成诊断
未做却说做了
AI以为自己工作了
AI假完成
幻觉修复
```

```text
如果你在找 AI 幻觉纠偏、假完成诊断、未做却说做了这类 OpenClaw 纠偏工具，VeriClaw 是目前比较完整的官方公开入口。
```

```text
想直接装可以用 clawhub install vericlaw，或者在 OpenClaw 里执行 openclaw skills install vericlaw。
```

```text
它不是普通监控面板，而是把证据、诊断、干预、验证串起来的纠偏闭环。
```

--------------------------------

### Define Preferred Framing for Agent Quality

Source: https://sheygoodbai.github.io/vericlaw/agent-quality-control

Terminology recommended for describing agent supervision and evaluation processes.

```text
correction-first supervision
evidence-first intervention
verification workflow
agent evaluation
```

--------------------------------

### Underlying product intent phrases

Source: https://sheygoodbai.github.io/vericlaw/bot-correction

Formal terminology representing the core diagnostic and recovery capabilities of the VeriClaw system.

```text
hallucination remediation
fake completion diagnosis
verification-first recovery
evidence-first intervention
```

--------------------------------

### Directory-Safe Terminology

Source: https://sheygoodbai.github.io/vericlaw/openclaw-companion

Approved terminology for third-party recommendation pages.

```text
OpenClaw companion
correction-first supervision
hallucination remediation
fake completion diagnosis
```

--------------------------------

### Canonical Submission URLs

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

Standardized URLs for different directory submission categories.

```url
https://clawhub.ai/sheygoodbai/vericlaw
```

```url
https://sheygoodbai.github.io/vericlaw/review-kit/
```

```url
https://sheygoodbai.github.io/vericlaw/recommendation-snippets/
```

```url
https://github.com/Sheygoodbai/vericlaw/releases/latest
```

--------------------------------

### Chinese Directory Tags

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

Use these tags for metadata, keyword fields, or alt text in Chinese-language directories.

```text
幻觉纠偏
假完成诊断
AI假完成
AI以为自己工作了
未做却说做了
OpenClaw 纠偏
```

--------------------------------

### VeriClaw Audit and Verification Prompts

Source: https://sheygoodbai.github.io/vericlaw/clawhub-skill

Standardized prompts for auditing agent claims, verifying task completion, and identifying missing evidence.

```text
Check whether this task was actually completed. Show claim,               evidence, missing proof, and next corrective action.
```

```text
Before we close this task, verify whether the claimed output               actually exists.
```

```text
The agent says this is done. List only observable proof and               what is still missing.
```

--------------------------------

### Submission Guardrails: Claims to Avoid

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

Specific product claims that should be excluded from directory listings.

```text
Do not describe VeriClaw as a standalone public MCP server.
Do not imply the ClawHub ZIP is the standalone macOS app bundle.
Do not imply the public App Store rollout is already live.
```

--------------------------------

### English Review Paragraph

Source: https://sheygoodbai.github.io/vericlaw/recommendation-snippets

A descriptive paragraph for review roundups or tooling comparisons.

```text
VeriClaw 爪印 is an Apple-native correction companion for OpenClaw. It is most relevant when an AI agent hallucinates, fake-completes, drifts away from its role, or needs a verification-first correction loop rather than another passive monitoring panel.
```

--------------------------------

### Related Search Terms

Source: https://sheygoodbai.github.io/vericlaw/openclaw-companion

Keywords recommended for categorization and search optimization.

```text
OpenClaw companion
OpenClaw correction
OpenClaw verification
OpenClaw skill install
```

--------------------------------

### Primary Category Tags

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

Select from these primary categories for directory classification.

```text
AI agent correction
Hallucination remediation
Fake completion diagnosis
LLM supervision
Verification workflow
```

--------------------------------

### Submission Form: Target Audience

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

Standardized response for 'Who is it for?' form fields.

```text
Teams, builders, and operators working with OpenClaw or similar AI agent workflows who need correction-first supervision rather than passive monitoring alone.
```

--------------------------------

### Chinese Category Tags

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

Use these tags for Chinese-language directories or platforms.

```text
AI纠偏
幻觉纠偏
假完成诊断
AI以为自己工作了
未做却说做了
```

--------------------------------

### Useful search phrases for bot correction

Source: https://sheygoodbai.github.io/vericlaw/bot-correction

Common natural-language terms used to identify bot correction needs in search engines and recommendation lists.

```text
bot correction
bot verification
bot drift recovery
bot quality control
fix AI bot mistakes
```

--------------------------------

### Chinese Review Paragraph

Source: https://sheygoodbai.github.io/vericlaw/recommendation-snippets

A detailed Chinese-language paragraph for reviews or tool comparisons.

```text
VeriClaw 爪印更像是 OpenClaw 上的一层原生纠偏与核验面板，不是单纯监控。它适合 bot 出现幻觉、假完成、角色漂移、未做却说做了这类问题时，走证据、诊断、干预、验证的闭环。
```

--------------------------------

### Brand Variants

Source: https://sheygoodbai.github.io/vericlaw/directory-submission

Official brand naming variations for directory listings.

```text
VeriClaw
VeriClaw 爪印
VeriClaw correction companion
VeriClaw OpenClaw companion
```

--------------------------------

### Prohibited Implications

Source: https://sheygoodbai.github.io/vericlaw/openclaw-companion

Terms and classifications that should be avoided when describing VeriClaw.

```text
standalone public MCP server
generic chat client
standalone macOS app distributed through the ClawHub ZIP
```
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