Skill audit report

RAG Demystified audit report.

An LLM-powered advanced RAG pipeline built from scratch

EXPERIMENTAL · REVIEWNeeds reviewGenerated Jun 16, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Manual review

Stars, maintenance, license, docs, dependency risk, and installability.

The Trust Score is OpenAgentSkill's adoption layer. It is designed to help an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

INFO

859 GitHub stars

Recent maintenance

FAIL

2y since push

License clarity

PASS

Apache-2.0

README/SKILL.md completeness

INFO

Public metadata needs stronger README/SKILL.md context

Dependency risk

PASS

database surface

Install availability

PASS

npx skills add pchunduri6/rag-demystified

Repository evidence

PASS

https://github.com/pchunduri6/rag-demystified

Review status

PASS

AI review data available

Checks

Install and adoption review

7 passed · 5 review

Install path

PASS

npx skills add pchunduri6/rag-demystified

Repository

PASS

https://github.com/pchunduri6/rag-demystified

License

PASS

Apache-2.0

Maintenance

FIX

2y since push

AI review

PASS

Approved with no listed issues

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

PASS

database surface

Adoption

PASS

859 GitHub stars

Warnings

Repository appears stale
Repository looks stale
Quality score needs review
Recent maintenance: 2y since push

Method

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

Install path

Review the report before installing into production agents.

$ npx skills add pchunduri6/rag-demystified

Signals

Audit score: 67/100
Quality: 56/100
Trust: 71/100
Maintenance: 2y since push
Events: No events yet
GitHub stars: 859
Last push: Jan 26, 2024

Agent safety v2

47/100 · Avoid automatic install

Experimentalreview

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

Test manually in an isolated workspace and compare against safer alternatives.

Repository appears stale
47/100 agent safety score

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Filesystem access

medium

Skill may read or write project files, documents, generated artifacts, or local workspace state.

Database access

medium

Skill may inspect schemas, query databases, or work with persistent stores.

Repository appears stale

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