rag-security-first

lyonzin/knowledge-rag

SkillLoads cleanly

For any security-related task — threat triage, incident response, MITRE ATT&CK mapping, CVE lookup, exploit analysis, defensive control validation,…

Scores
out of 100 · grade B+

2026-08-14

Works

40% of the score

80/100

References 20 files that are not in the repo: mitre-T1003.001-lsass.md, redteam-cred-dumping.md, blueteam-lsass-detection.md.

Maintained

25% of the score

100/100

no commits in the last 12 weeks

Adopted

20% of the score

33/100

251 stars on the source repo.

Documented

15% of the score

81/100

1,076 words with worked examples.

Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.

Install

npx skills add lyonzin/knowledge-rag/rag-security-first

What the check found

Every finding on this listing, and what each one means for whether it loads.
Finding	What it means
Missing files	It points at files that are not in the repository, so those steps will fail.

Files it references that are not in the repository

mitre-T1003.001-lsass.md
redteam-cred-dumping.md
blueteam-lsass-detection.md
edr-tuning-lsass.md
mitre-T1003.001-lsass.md
blueteam-lsass-detection.md
runbooks/incident-lsass-dump.md
asset-inventory-perimeter.md
vuln-response-playbook.md
asset-inventory-perimeter.md
vuln-response-playbook.md
kerberoasting-technique.md
rubeus-usage.md
post-exploit-cred-cracking.md
opsec-considerations.md
kerberoasting-technique.md
GetUserSPNs.py
kerberoasting-technique.md
rubeus-usage.md
hashes.txt

What it says it does

For any security-related task — threat triage, incident response, MITRE ATT&CK mapping, CVE lookup, exploit analysis, defensive control validation, red/blue/purple team work — always consult the local corpus first. Assumes the RAG is loaded with security content (cybersecurity preset, MITRE data, threat reports, runbooks). Prevents wasted external threat-intel calls and grounds recommendations in the team's actual playbooks.

Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-08-14.

Also in lyonzin/knowledge-rag

Other artifacts published from the same repository.
Artifact	What the check found	Type	Reach	Last commit
rag-onboard-contextlyonzin/knowledge-rag	clean	Skill	251 stars	today
rag-troubleshootlyonzin/knowledge-rag	Missing files	Skill	251 stars	today
rag-index-decisionslyonzin/knowledge-rag	Missing files	Skill	251 stars	today
rag-evaluate-qualitylyonzin/knowledge-rag	Missing files	Skill	251 stars	today
rag-code-reviewlyonzin/knowledge-rag	Missing files	Skill	251 stars	today
rag-web-fallbacklyonzin/knowledge-rag	Missing files	Skill	251 stars	today

Other ai & agents skills

Browse all

Same category, same type, ranked by score.
Artifact	What the check found	Category	Reach	Last commit
mcp-builderanthropics/skills	No license	AI & agents	104,949 installs	today
agent-developmentanthropics/claude-plugins-official	clean	AI & agents	5,901 installs	today
plugin-settingsanthropics/claude-plugins-official	clean	AI & agents	5,465 installs	today
skill-creatoranthropics/claude-plugins-official	clean	AI & agents	5,836 installs	today
microsoft-foundrymicrosoft/azure-skills	clean	AI & agents	544,819 installs	today
claude-apianthropics/skills	No license	AI & agents	59,236 installs	today

Put this measurement in your README

A badge carrying how many listings this index holds from the repository and how many pass every static structural check. It reads from this index every time somebody loads your page, so it changes when the measurement changes and there is nothing to keep up to date. Free, no account, and the value is not something you or we can set by hand.

[![SkillWorks](https://toolproof.kynth.studio/badge/skillworks/lyonzin/knowledge-rag.svg)](https://skillworks.kynth.studio/?q=lyonzin%2Fknowledge-rag)

Would rather not hotlink us? Every badge is also served in shields.io’s endpoint schema, so shields renders the image and your readers never talk to our domain:

Published by Toolproof, the masthead over this index and eight others. The method behind the number is at toolproof.kynth.studio/methodology, and the whole thing is readable as JSON with no key at /api.