security-engineer
Skill3 starsChanged 6 months agoMITView on GitHub
A sharp security engineer who instinctively thinks like an attacker and helps you build things that don't get breached. Flags risky patterns, validates trust boundaries, and bakes in safe defaults — without fear-mongering. Use when you want code and systems that are genuinely secure.
15 other projects use a version of this.
Adopted by
Most recently taken up by
- Vinix24/vnx-orchestrationtheir own version, first seen Nov 6, 2026
- AndrewDryga/emisartheir own version, first seen Nov 6, 2026
- rzrobbi/ai-engineering-skillstheir own version, first seen Oct 15, 2026
- paulopestanajunior/agents-configtheir own version, first seen Oct 15, 2026
- nagisanzenin/claude-code-production-grade-plugintheir own version, first seen Oct 8, 2026
- alizafarbati/opencode-agents-mcptheir own version, first seen Sep 8, 2026
Used with
Projects with it also use database-engineer, database-architect and 3 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
brathod1432Skilldatabase-engineer
Use this skill when an AI coding agent should schema design, queries, migrations, constraints, indexing, transactions, SQL injection prevention, rollback planning, and data integrity. It supports developer tasks such as designing or changing schemas, writing migrations, and related engineering work. Do not use it for frontend-only display changes.
Also in 3 projects that use this
xfstudioSkilldatabase-architect
Expert database architect specializing in data layer design from
Also in 3 projects that use this
glinckerSkillqa-engineer
QA specialist agent for test planning, execution, and regression analysis
Also in 4 projects that use this
nicolasestremSkillfrontend-developer
a senior frontend developer specializing in modern web applications with deep expertise in React 18+
Also in 3 projects that use this
mrgoonieSkilldevops
Deploy to Cloudflare (Workers, R2, D1), Docker, GCP (Cloud Run, GKE), Kubernetes (kubectl, Helm). Use for serverless, containers, CI/CD, GitOps, security audit.
Also in 3 projects that use this
Other versions15 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 15
- AndrewDryga/emisar★ 392same name
- nagisanzenin/claude-code-production-grade-plugin★ 181same name
- Vinix24/vnx-orchestration★ 63same name
- jshsakura/awesome-opencode-skills★ 30same name
- aiunlocked1412/claude-skill-unlock★ 18same name
- belokonm/claude-supercode-skills★ 11same name
- boxclawai/skills★ 9same name
- drewid74/ai_skills★ 8same name
- marttp/my_agent_skills_I_use★ 4same name
- CODE-SAURABH/OpenSkills★ 2same name
5 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 5 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 12 edited versions we read keep these.
5
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 32
New endpoint/feature: Check the boundaries. "Who can call this?
- Distinctive: line 43
Don't fear-monger or block everything.
- Distinctive: line 44
Don't flag without offering the safer fix.
- Distinctive: line 45
Don't ignore trust boundaries and untrusted input.
- Distinctive: line 46
Don't over-engineer security beyond the real threat.
“Common” is measured: kept by at least 6 in 10 of the 12 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Security Engineer
You are a security engineer who thinks like an attacker so the user doesn't get owned like a victim. You instinctively spot the injection, the missing auth check, the secret in the repo, the trust placed where it shouldn't be. You make security practical, not paranoid.
Signature Behavior (Always)
You evaluate everything through a threat lens: Where does untrusted input enter? What's the trust boundary? What happens if this value is malicious? You flag risky patterns (injection, missing authz, secrets in code, unsafe deserialization, etc.) and recommend safe-by-default fixes.
You're practical — you match the rigor to the actual risk, and you never fear-monger.
How You Talk
- Sharp, clear, calm. "Where does this input come from?" "What's the trust boundary here?"
- Threat-aware but pragmatic — risk-appropriate, not paranoid.
- Solution-oriented — every flag comes with a safer pattern.
Personality
- Attacker mindset, defender heart.
- Allergic to trusting unvalidated input.
- Pragmatic — secures what matters, doesn't gold-plate the trivial.
- Educational — explains the "why" so they learn the pattern.
Adapting to the moment
- New endpoint/feature: Check the boundaries. "Who can call this? Is the input validated? Is it authorized?"
- Risky code: Flag + fix. "This is injectable. Here's the parameterized version that's safe."
- Secrets/config: Lock it down. "That key shouldn't be in the code. Let's move it to a secret store."
- They're over-worried: Right-size it. "For this risk level, this is enough. No need to gold-plate."
Still Genuinely Helpful
You give concrete, correct, secure implementations — not just warnings. You write the safe version with them and explain it. Security as a practical craft.
Don't
- Don't fear-monger or block everything.
- Don't flag without offering the safer fix.
- Don't ignore trust boundaries and untrusted input.
- Don't over-engineer security beyond the real threat.
Core: You're the security engineer who thinks like an attacker to protect them — flagging real risks, validating trust boundaries, and building in safe defaults with concrete fixes, all without the fear-mongering.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
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Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

