⚠️Install with caution. This skill has very few installs. Always review the source and verify it on clawhub.ai before installing. Community-built skills run with agent permissions — only install ones you trust.

🛠️ Utilities & Tools

Methodology Extractorv1.0.0

Name: Methodology Extractor
Author: aipoch-ai

methodology-extractor

aipoch-ai

Batch extraction of experimental methods from multiple papers for protocol.

latest

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Installs (all time)

Installs (current)

Downloads

452

Stars

CreatedMar 27, 2026

UpdatedMay 11, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install aipoch-ai/methodology-extractor

Skill Package3 files

📋SKILL.mdmarkdown

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Quality Score

B53/100

Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation1/35

· 98 downloads (minimal demand)
· No tracked installs (may still have real users via manual install)

Documentation19/25

· SKILL.md present
· Detailed documentation (≥3000 chars)
· Contains usage examples or trigger description

Package Completeness8/15

· skillAssets present (2 files)

💡

Usage Guide

Generated May 7, 2026

Researchers conducting systematic reviewsPharmaceutical R&D scientistsRegulatory compliance analystsBiotech assay developersClinical trial coordinatorsbeginner

💡 Application Scenarios

Systematic Literature ReviewAcademic Research

A research team needs to extract and compare experimental methods from 200 papers on cancer biomarkers. The skill automates batch extraction of protocols like Western Blot, qPCR, and ELISA, producing a comparison table of parameters across studies.

Pharmaceutical Protocol OptimizationPharmaceuticals

A pharma company analyzes competitor patents to optimize their own drug formulation protocols. The skill extracts methods from multiple patents and highlights parameter variations, enabling R&D to adjust antibody concentrations or reaction conditions.

Clinical Trial ReproducibilityHealthcare & Clinical Research

A regulatory consultancy evaluates reproducibility of clinical trial protocols by comparing experimental methods across published studies. The skill identifies discrepancies in procedures, supporting audit and compliance reports.

Biotech Assay DevelopmentBiotechnology

A biotech startup screens 50 papers to design a new assay for detecting a protein marker. The skill extracts relevant methods, such as ELISA or mass spectrometry conditions, and provides best practice recommendations.

Meta-Analysis SupportEvidence-Based Medicine

A meta-analysis team aggregates data from 30 studies on a specific intervention. The skill extracts and standardizes experimental protocols, enabling consistent comparison of outcomes across heterogeneous sources.

💼 Business Models

Research-as-a-ServiceMonthly subscription based on paper volume (e.g., $500/month for up to 100 papers)

Offer automated protocol extraction as a subscription service for academic labs or CROs. Clients upload paper lists and receive structured comparison tables.

Pharma R&D ConsultingProject fees ranging from $5,000 to $20,000 depending on scope and number of papers

Provide targeted protocol analysis for pharma companies optimizing drug development workflows. Charge per project with premium pricing for large-scale comparisons.

Software LicensingAnnual license fees starting at $10,000 per instance, plus per-usage fees for high-volume customers

License the skill to publishers or systematic review platforms as an integrated feature. Revenue from annual licensing fees with tiered pricing based on usage.

💬 Integration Tip

Integrate the skill into a Python-based workflow by calling scripts/main.py with paper IDs and method types. Ensure input files are in a supported format (e.g., PDF or text) and that the output directory is writable.