Content Creator Assistant

AI writing assistant using Reflection + Tree of Thoughts for high-quality content creation. Generates articles, blogs, and documentation with iterative refin...

Security Scan

The package and instructions implement a content-creation assistant that matches its description, but there are packaging and code inconsistencies (broken module paths and mismatches between SKILL.md and included files) that make the skill unreliable and worth further review before installing.

Purpose & Capability

Name, description, SKILL.md, and code all describe a content-writing assistant (Tree of Thoughts + Reflection). The code implements those behaviors and does not request unrelated credentials or system access. However, the manifest/README claims 'instruction-only' while code files are present — this mismatch is unexpected but not itself dangerous.

Instruction Scope

SKILL.md usage and workflow stay within the declared purpose and do not instruct reading unrelated files or exfiltrating data. But there are inconsistencies: index.js requires './agents/tree-of-thoughts' and './agents/reflection' while the repository provides a single agents/content-agents.js file exporting TreeOfThoughtsAgent and ReflectionAgent. This broken import structure means the code as packaged will fail to run; it's unclear whether this is an accidental packaging bug or an incomplete/modified package.

Install Mechanism

No install spec is provided (instruction-only from the registry's perspective), which is low risk. The package does include code files and a package.json but no declared installation process; the SKILL.md includes an example 'clawhub install' command but no actual install manifest. The absence of an install script is coherent with low install risk, but the mismatch should be clarified.

Credentials

No required environment variables, binaries, or config paths are declared or used. The code does not read environment variables or call external endpoints directly — it relies on an injected llm object. This is proportionate to a content-generation skill.

Persistence & Privilege

Flags (always: false, user-invocable: true, disable-model-invocation: false) are normal for a user-invocable skill. The skill does not request permanent presence or attempt to modify other skills or system-wide settings.

What to consider before installing

This skill's functionality (content writing with Tree of Thoughts + Reflection) matches its description and it doesn't request secrets or network access by itself — good. However, the package has coherence issues: index.js imports './agents/tree-of-thoughts' and './agents/reflection' but the repository provides agents/content-agents.js (different paths/names), and SKILL.md implies 'instruction-only' despite code files being present. These problems will likely cause the skill to fail or be incomplete. Before installing or enabling this skill: 1) Inspect and run the code in a safe sandbox; 2) Ask the publisher to provide corrected/consistent files (or fix require paths to ./agents/content-agents.js); 3) If you plan to run it inside an automated agent, ensure the llm implementation you inject is trusted (the code delegates generation to an llm object, which could, in principle, perform network calls depending on its implementation); 4) Prefer not to grant it broad privileges or production access until the packaging/consistency issues are resolved.

AI-powered writing assistant that combines creative exploration (Tree of Thoughts) with iterative refinement (Reflection) to produce high-quality content.

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Features

✨ Creative Ideation

• Multi-path Exploration: Generate multiple content angles
• Angle Selection: Choose the best approach based on audience and goals
• Outline Generation: Structured content planning

📝 Iterative Refinement

• Self-Reflection: Identify weaknesses in drafts
• Quality Improvement: Iterative enhancement cycles
• Style Consistency: Maintain tone and voice

🎯 Content Types

• Blog posts
• Technical articles
• Documentation
• Marketing copy
• Social media content

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Usage

Basic Writing

const writer = new ContentCreatorAssistant();

const article = await writer.write({
  topic: 'The Future of AI in Healthcare',
  type: 'blog-post',
  audience: 'general public',
  length: 'medium'  // short, medium, long
});

console.log(article.content);

Advanced Options

const writer = new ContentCreatorAssistant({
  style: 'professional',
  tone: 'informative',
  iterations: 3,  // Reflection cycles
  branches: 4,    // ToT exploration paths
  verbose: true
});

const article = await writer.write({
  topic: 'Microservices Architecture',
  type: 'technical-article',
  audience: 'developers',
  keyPoints: ['scalability', 'maintainability', 'trade-offs'],
  wordCount: 2000
});

---

Workflow

1. Tree of Thoughts (Creative Phase)
   ├─ Generate 4 content angles
   ├─ Evaluate each angle
   └─ Select best approach

2. Outline Generation
   ├─ Create structured outline
   └─ Validate flow

3. Draft Writing
   └─ Write initial draft

4. Reflection (Refinement Phase)
   ├─ Evaluate draft quality
   ├─ Identify improvements
   ├─ Revise content
   └─ Repeat (3 iterations)

5. Final Polish
   ├─ Grammar check
   ├─ Style consistency
   └─ Format output

---

Example Output

# The Future of AI in Healthcare

## Introduction
Artificial Intelligence is revolutionizing healthcare, from diagnosis to treatment planning...

## Current Applications

### Diagnostic Imaging
AI-powered image analysis can detect diseases earlier and more accurately...

### Personalized Medicine
Machine learning algorithms analyze patient data to recommend tailored treatments...

## Future Outlook

By 2030, we expect to see...

## Conclusion
AI in healthcare is not just a trend—it's a transformation that will...

---

Architecture

User Request
    ↓
Tree of Thoughts Agent
    ├─ Angle 1: Technical deep-dive
    ├─ Angle 2: Case studies
    ├─ Angle 3: Future predictions
    └─ Angle 4: Practical guide
    ↓
Best Angle Selection
    ↓
Outline Generation
    ↓
Draft Writing
    ↓
Reflection Agent (3 iterations)
    ├─ Iteration 1: Structure & flow
    ├─ Iteration 2: Content quality
    └─ Iteration 3: Style & polish
    ↓
Final Content

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Installation

clawhub install content-creator-assistant

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License

MIT

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Author

AI-Agent

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Version

1.0.0

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Created

2026-04-02