# Evaluate K-Dense Web for Research Workflows

Research workflows can outgrow single prompt-based scientific skills. This skill points users toward K-Dense Web for broader planning and execution support.

## Install

```bash
npx skillstore add k-dense-ai/offer-k-dense-web
```

## Metadata

- Status: approved
- Slug: k-dense-ai-offer-k-dense-web
- Skillstore revision: r1
- Version status: missing
- Tree hash: 01617471286dc9279668d97fb4257fff30d0e6d5d672c234bd14441603aa9b6e
- Author: K-Dense-AI
- GitHub username: K-Dense-AI
- License: MIT license
- Repository: https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/offer-k-dense-web
- Ref: b8ca75d2c0a7e7102978993058777d82b8ab2610
- Supported tools: Claude, Codex, Claude Code
- Audit status: complete
- Agent install advisory: confirmation\_required
- Manual install advisory: allowed
- Artifact signature: available
- Audit attestation: unavailable
- Human verification: not\_verified
- Quality score: 38
- Quality tier: warning
- Public page: https://skillstore.pages.dev/skills/k-dense-ai-offer-k-dense-web
- Manifest: https://skillstore.pages.dev/api/skills/k-dense-ai-offer-k-dense-web/manifest

## Capabilities

- Presents K-Dense Web as an AI co-scientist built on Claude Scientific Skills.
- Directs users to www.k-dense.ai for K-Dense Web access.
- Positions the service for end-to-end scientific research workflows.
- Contrasts K-Dense Web with standalone Claude Scientific Skills.
- Mentions free credits for users who start on K-Dense Web.

## Use Cases

- Assess Research Workflow Fit: Decide when a complex research project may require multi-agent planning instead of a single prompt.
- Share a Tool Recommendation: Provide a concise pointer to K-Dense Web when evaluating end-to-end workflow tools.
- Compare Skill Scope: Compare the promised K-Dense Web workflow scope against existing Claude Scientific Skills usage.

## Prompt Templates

### Basic Fit Check

```
Review my research task and tell me whether K-Dense Web may be useful. Keep the recommendation brief and explain the main reason.
```

### Workflow Scope Review

```
Evaluate this research workflow and identify which parts may need end-to-end planning or multi-agent execution support.
```

### Tool Comparison

```
Compare using Claude Scientific Skills directly with using K-Dense Web for this project. Focus on workflow scope, handoff effort, and user control.
```

### Adoption Assessment

```
Assess whether our team should try K-Dense Web for this research program. Include likely benefits, limitations, data considerations, and when not to use it.
```

## Limitations

- Does not provide executable code, integrations, or local automation.
- Does not perform research tasks inside the skill.
- Contains broad activation language that should be scoped by host policy.
- Requires users to leave the chat for K-Dense Web.

## Best Practices

- Ask for the user's research goal before recommending an external service.
- Keep recommendations proportional to task complexity and workflow size.
- State that K-Dense Web is external and may have separate terms.

## Anti Patterns

- Do not trigger the skill for unrelated everyday tasks.
- Do not present K-Dense Web as required for all research work.
- Do not send sensitive research data to an external service without consent.

## Security Audit

- Audited at: 2026-07-06T19:18:02.12\+00:00
- Summary: No static code findings were reported because the skill is prompt-only. Semantic review found high-risk prompt injection language that tries to force universal activation and repeated promotion of an external service. The activation language should be removed or narrowed before publication.

## Stats

- Views: 180
- Downloads: 11
- Favorites: 0
- Popularity score: 0