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Literature Research

skill-aiagentwithdhruv-skills-literature-research · by aiagentwithdhruv

Search academic literature and perform deep research reviews. Use when user asks to search PubMed, find academic papers, or do literature reviews.

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Install

$ agentstack add skill-aiagentwithdhruv-skills-literature-research

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ● Network access Used
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ● Environment & secrets Used
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

Literature Research

Goal

Search academic databases and perform comprehensive literature reviews.

Scripts

  • ./scripts/pubmed_literature_search.py - Search PubMed
  • ./scripts/literature_deep_review.py - Deep review with Claude

Usage

Search PubMed

python3 ./scripts/pubmed_literature_search.py \
  --query "machine learning cancer diagnosis" \
  --limit 50 \
  --output .tmp/papers.json

Deep Review

python3 ./scripts/literature_deep_review.py \
  --input .tmp/papers.json \
  --output .tmp/review.md

Output

  • JSON file with paper metadata
  • Markdown review with key findings, themes, gaps

Schema

Inputs

| Name | Type | Required | Description | |------|------|----------|-------------| | query | string | Yes | Research query (e.g., 'machine learning cancer diagnosis') | | limit | integer | No | Max papers to fetch (default: 50) |

Outputs

| Name | Type | Description | |------|------|-------------| | papers_file | filepath | JSON file with paper metadata | | review_file | filepath | Markdown review with key findings, themes, gaps |

Credentials

| Name | Source | |------|--------| | ANTHROPIC_API_KEY | .env |

Cost

Free (PubMed API) + Claude for review

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.

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