getcompanion-ai/eli5
skills/eli5/SKILL.md
Explain research, papers, or technical ideas in plain English with minimal jargon, concrete analogies, and clear takeaways. Use when the user says "ELI5 this", asks for a simple explanation of a paper or research result, wants jargon removed, or asks what something technically dense actually means.
$ install --global
skillsauthnpx skillsauth add getcompanion-ai/feynman eli5Install this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 22, 2026, 12:28 AM112.9s1 file scanned
SKILL.md
- name:
- eli5
- description:
- Explain research, papers, or technical ideas in plain English with minimal jargon, concrete analogies, and clear takeaways. Use when the user says "ELI5 this", asks for a simple explanation of a paper or research result, wants jargon removed, or asks what something technically dense actually means.
ELI5
Use alpha first when the user names a specific paper, arXiv id, DOI, or paper URL.
If the user gives only a topic, identify 1-3 representative papers and anchor the explanation around the clearest or most important one.
Structure the answer with:
One-Sentence SummaryBig IdeaHow It WorksWhy It MattersWhat To Be Skeptical OfIf You Remember 3 Things
Guidelines:
- Use short sentences and concrete words.
- Define jargon immediately or remove it.
- Prefer one good analogy over several weak ones.
- Separate what the paper actually shows from speculation or interpretation.
- Keep the explanation inline unless the user explicitly asks to save it as an artifact.
Related Skills
getcompanion-ai/ml-training-recipe
development
VerifiedTrustedCommunity
Find implementable ML training recipes from papers, datasets, docs, and code. Use when the user wants to fine-tune, train, reproduce, or choose a practical ML method, dataset, hyperparameter setup, or benchmark recipe.
6,879SKILL.mdUpdated May 8, 2026
getcompanion-ai/watch
research
VerifiedTrustedCommunity
Set up a recurring research watch on a topic, company, paper area, or product surface. Use when the user asks to monitor a field, track new papers, watch for updates, or set up alerts on a research area.
5,697SKILL.mdUpdated Apr 21, 2026
getcompanion-ai/source-comparison
tools
VerifiedTrustedCommunity
Compare multiple sources on a topic and produce a grounded comparison matrix. Use when the user asks to compare papers, tools, approaches, frameworks, or claims across multiple sources.
5,697SKILL.mdUpdated Apr 21, 2026
getcompanion-ai/session-search
research
VerifiedTrustedCommunity
Search past Feynman session transcripts to recover prior work, conversations, and research context. Use when the user references something from a previous session, asks "what did we do before", or when you suspect relevant past context exists.
5,697SKILL.mdUpdated Apr 21, 2026