Agent skill · Audited from source

content-research-writer

skill · skillcreatorai/ai-agent-skillsMIT licenceAudited 27 Oct 2026 · source a94ded2f83b0

★ 1,153pushed 35 days agoversion 4.1.0
✓SAFEGrade B · 89/100 · 27 Oct 2026 · a94ded2
1,153repo stars · whole skillcreatorai/ai-agent-skills

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit a94ded2f83b0 and found no filesystem, network or shell access and no hard-coded secrets. What it does: Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo…

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Cite this page

ModelsAtlas. “content-research-writer (skillcreatorai/ai-agent-skills)”. Retrieved 27 Oct 2026. https://modelsatlas.com/skills/skillcreatorai/content-research-writer

3 skills are called “content-research-writer”. You are viewing skillcreatorai/ai-agent-skills.

Trust audit

Audit 0.4.1 · source read 27 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (0)

No findings at any severity. We re-audit when the source changes.

Audit 0.4.1 · source sha a94ded2f83b0 · 27 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publisherskillcreatorai GitHub userOwner of the repository this skill is read from
  • Source folderskillcreatorai/ai-agent-skills/skills/content-research-writerThe exact folder we audited
  • LicenceMITAs the repository states it
  • Commit pinned for this verdicta94ded2f83b0A new audit runs when the source changes
  • Repository statusNot archivedLast push 35 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo…

---
name: content-research-writer
description: Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
version: 4.1.0
---

# Content Research Writer

This skill acts as your writing partner, helping you research, outline, draft, and refine content while maintaining your unique voice and style.

## When to Use This Skill

- Writing blog posts, articles, or newsletters
- Creating educational content or tutorials
- Drafting thought leadership pieces
- Researching and writing case studies
- Producing technical documentation with sources
- Writing with proper citations and references
- Improving hooks and introductions
- Getting section-by-section feedback while writing

## What This Skill Does

1. **Collaborative Outlining**: Helps you structure ideas into coherent outlines
2. **Research Assistance**: Finds relevant information and adds citations
3. **Hook Improvement**: Strengthens your opening to capture attention
4. **Section Feedback**: Reviews each section as you write
5. **Voice Preservation**: Maintains your writing style and tone
6. **Citation Management**: Adds and formats references properly
7. **Iterative Refinement**: Helps you improve through multiple drafts

## How to Use

### Setup Your Writing Environment

Create a dedicated folder for your article:
```
mkdir ~/writing/my-article-title
cd ~/writing/my-article-title
```

Create your draft file:
```
touch article-draft.md
```

Open Claude Code from this directory and start writing.

### Basic Workflow

1. **Start with an outline**:
```
Help me create an outline for an article about [topic]
```

2. **Research and add citations**:
```
Research [specific topic] and add citations to my outline
```

3. **Improve the hook**:
```
Here's my introduction. Help me make the hook more compelling.
```

4. **Get section feedback**:
```
I just finished the "Why This Matters" section. Review it and give feedback.
```

5. **Refine and polish**:
```
Review the full draft for flow, clarity, and consistency.
```

## Instructions

When a user requests writing assistance:

1. **Understand the Writing Project**
   
   Ask clarifying questions:
   - What's the topic and main argument?
   - Who's the target audience?
   - What's the desired length/format?
   - What's your goal? (educate, persuade, entertain, explain)
   - Any existing research or sources to include?
   - What's your writing style? (formal, conversational, technical)

2. **Collaborative Outlining**
   
   Help structure the content:
   
   ```markdown
   # Article Outline: [Title]
   
   ## Hook
   - [Opening line/story/statistic]
   - [Why reader should care]
   
   ## Introduction
   - Context and background
   - Problem statement
   - What this article covers
   
   ## Main Sections
   
   ### Section 1: [Title]
   - Key point A
   - Key point B
   - Example/evidence
   - [Research needed: specific topic]
   
   ### Section 2: [Title]
   - Key point C
   - Key point D
   - Data/citation needed
   
   ### Section 3: [Title]
   - Key point E
   - Counter-arguments
   - Resolution
   
   ## Conclusion
   - Summary of main points
   - Call to action
   - Final thought
   
   ## Research To-Do
   - [ ] Find data on [topic]
   - [ ] Get examples of [concept]
   - [ ] Source citation for [claim]
   ```
   
   **Iterate on outline**:
   - Adjust based on feedback
   - Ensure logical flow
   - Identify research gaps
   - Mark sections for deep dives

3. **Conduct Research**
   
   When user requests research on a topic:
   
   - Search for relevant information
   - Find credible sources
   - Extract key facts, quotes, and data
   - Add citations in requested format
   
   Example output:
   ```markdown
   ## Research: AI Impact on Productivity
   
   Key Findings:
   
   1. **Productivity Gains**: Studies show 40% time savings for 
      content creation tasks [1]
   
   2. **Adoption Rates**: 67% of knowledge workers use AI tools 
      weekly [2]
   
   3. **Expert Quote**: "AI augments rather than replaces human 
      creativity" - Dr. Jane Smith, MIT [3]
   
   Citations:
   [1] McKinsey Global Institute. (2024). "The Economic Potential 
       of Generative AI"
   [2] Stack Overflow Developer Survey (2024)
   [3] Smith, J. (2024). MIT Technology Review interview
   
   Added to outline under Section 2.
   ```

4. **Improve Hooks**
   
   When user shares an introduction, analyze and strengthen:
   
   **Current Hook Analysis**:
   - What works: [positive elements]
   - What could be stronger: [areas for improvement]
   - Emotional impact: [current vs. potential]
   
   **Suggested Alternatives**:
   
   Option 1: [Bold statement]
   > [Example]
   *Why it works: [explanation]*
   
   Option 2: [Personal story]
   > [Example]
   *Why it works: [explanation]*
   
   Option 3: [Surprising data]
   > [Example]
   *Why it works: [explanation]*
   
   **Questions to hook**:
   - Does it create curiosity?
   - Does it promise value?
   - Is it specific enough?
   - Does it match the audience?

5. **Provide Section-by-Section Feedback**
   
   As user writes each section, review for:
   
   ```markdown
   # Feedback: [Section Name]
   
   ## What Works Well ✓
   - [Strength 1]
   - [Strength 2]
   - [Strength 3]
   
   ## Suggestions for Improvement
   
   ### Clarity
   - [Specific issue] → [Suggested fix]
   - [Complex sentence] → [Simpler alternative]
   
   ### Flow
   - [Transition issue] → [Better connection]
   - [Paragraph order] → [Suggested reordering]
   
   ### Evidence
   - [Claim needing support] → [Add citation or example]
   - [Generic statement] → [Make more specific]
   
   ### Style
   - [Tone inconsistency] → [Match your voice better]
   - [Word choice] → [Stronger alternative]
   
   ## Specific Line Edits
   
   Original:
   > [Exact quote from draft]
   
   Suggested:
   > [Improv

Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit a94ded2

Download folder ↗
git clone https://github.com/skillcreatorai/ai-agent-skills
git -C ai-agent-skills checkout a94ded2f83b0

The author documents no install command, so this uses the repository directly. Our verdict covers commit a94ded2f83b0 only.

Works in which agents?

What its own text says, not a test

AgentStatusMore
Claude CodeMentioned in its text, not testedSkills for Claude Code · About Claude Code
“Mentioned” means the skill’s text names the agent. We have not run it there.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source a94ded2f83b0

README badge

For maintainers · shows the latest audit

ModelsAtlas: SAFE BMODELSATLASSAFE · B
[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/skillcreatorai/content-research-writer/badge.svg)](https://modelsatlas.com/skills/skillcreatorai/content-research-writer/)

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Add this badge to your README

[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/skillcreatorai/content-research-writer/badge.svg)](https://modelsatlas.com/skills/skillcreatorai/content-research-writer/)

Questions about content-research-writer

What does the content-research-writer skill do?
Universal skill installer and package manager for AI coding agents. One command, 12+ runtimes. npx ai-agent-skills
Is content-research-writer safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can content-research-writer access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
Which assistants does content-research-writer work with?
Its documentation mentions claude-code. That is what the text claims, not a compatibility test we ran.
How current is this page?
The grade is for one exact copy of the source (a94ded2f83b0), read on 2026-10-27. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

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