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/research-workflow

@99a8797
by J Wyniajwynia/agent-skills160 stars
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Guide agents through structured research including planning, multi-query execution, source analysis, and synthesis. Use for comprehensive topic research, deep investigation, or creating research reports. Keywords: research, investigate, deep dive, comprehensive, analysis, synthesis, report.

Use this Skill: https://skilld.dev/gh/jwynia/agent-skills/research-workflow

This session only. Nothing lands on disk.

assetssource-evaluation-checklist.md

≈792 tokens on demand. Your agent reads this file only when SKILL.md points to it.

Source Evaluation Checklist

Use this checklist to assess the credibility and quality of sources during research.

Quick Assessment

For each source, answer these questions:

Authority

  • Author or organization is identified
  • Author has relevant expertise or credentials
  • Organization is reputable in this field
  • Contact information or about page is available

Accuracy

  • Information can be verified elsewhere
  • Claims are specific and testable
  • Data sources are cited
  • No obvious factual errors

Currency

  • Publication date is provided
  • Information is recent enough for the topic
  • Updates or revisions are noted
  • Links and references are still active

Purpose

  • Purpose of the content is clear
  • Commercial interests are disclosed
  • Sponsorship or funding is transparent
  • Content is not purely promotional

Objectivity

  • Multiple perspectives are considered
  • Counterarguments are addressed
  • Language is professional, not sensational
  • Facts are separated from opinions

Credibility Rating

Based on the checklist above, rate the source:

High Credibility

All or most boxes checked:

  • Academic journals, peer-reviewed research
  • Official documentation
  • Established news organizations
  • Recognized industry experts
  • Government or institutional reports

Medium Credibility

Some boxes checked:

  • Industry blogs with author credentials
  • Trade publications
  • Company documentation (for their own products)
  • Well-researched opinion pieces
  • Conference presentations

Low Credibility

Few boxes checked:

  • Anonymous sources
  • Outdated information
  • Promotional content
  • Unverified claims
  • Sources with clear bias

Red Flags

Be cautious of sources that:

  • Have no author attribution
  • Make extraordinary claims without evidence
  • Use emotional or sensational language
  • Have obvious spelling/grammar errors
  • Only cite themselves
  • Are promoting a product/service
  • Have a clear political/ideological agenda
  • Lack publication dates
  • Use clickbait titles

Source Type Guidelines

Academic/Research

  • Look for peer review status
  • Check citation count
  • Verify institutional affiliation
  • Note methodology transparency

News/Journalism

  • Check publication reputation
  • Look for multiple sources in article
  • Distinguish news from opinion
  • Check for corrections/retractions

Industry/Technical

  • Verify author's role and experience
  • Check for conflicts of interest
  • Look for practical examples
  • Note recency for fast-moving fields

Official/Government

  • Confirm it's the official source
  • Note any political context
  • Check update frequency
  • Look for underlying data

User-Generated (Forums, Q&A)

  • Check answer votes/acceptance
  • Verify against other sources
  • Note answer recency
  • Consider author reputation

Recording Your Assessment

For each key source, note:

Source: [Name/URL]
Type: [Academic/News/Industry/Official/User]
Credibility: [High/Medium/Low]
Strengths: [What makes it reliable]
Weaknesses: [Any concerns]
Use for: [What aspects of research]

Source: SKILL.md on GitHub

2 warnings14d5 checks · Risk SAFE
  • Gen Agent Trust Hub14d

    The research-workflow skill is a comprehensive, documentation-based framework that guides AI agents through a structured research process. It provides templates for planning, executing searches, analyzing sources, and synthesizing reports. The skill is instructional and does not contain any malicious code, obfuscated content, or unauthorized system access attempts.

  • Socket14d

    No alerts

  • Snyk14d

    Risk: MEDIUM · 1 issue

  • Runlayer7mo

    6/6 files flagged

  • ZeroLeaks5mo

    Score: 93/100 · 2 sections analyzed

Signed by skilld at 99a8797. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub 2 months ago.

Dormantupdated 8 months ago
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Designed for Claude Code and similar products. Web search capability required.
Other metadata
metadata
{
  "author": "agent-skills",
  "version": "1.0",
  "type": "orchestrator",
  "mode": "assistive",
  "domain": "research"
}

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