detection-engineering
Skill9 starsChanged 4 months agoLicence not identifiedView on GitHub
Turn a detection requirement into a deployed, tested, versioned rule — with a benign twin that must NOT fire, an explicit false-positive budget, a volume estimate before deploy, and a tuning history that records every silently narrowed scope. Use whenever the user writes or reviews an alert, a Sigma/KQL/SPL/EQL/YARA rule, a SIEM correlation search, a WAF or EDR policy, an anomaly threshold, or a monitor that pages someone; whenever they say "write a rule for this", "alert when X", "we're getting too many alerts", "tune this detection", "why didn't this fire", "detection as code", or "add a monitor"; and whenever a purple-team gap needs closing. Sibling of purple-team-exercise — that skill specifies WHAT must be caught, this one builds and proves the thing that catches it. It does not run exercises, does not triage incidents, and never claims coverage from a rule that has not fired on a real true positive.
6 other projects use a version of this.
Adopted by
Most recently taken up by
- noahfranklin/gideontheir own version, first seen Nov 1, 2026
- Masriyan/gemini-security-skillstheir own version, first seen Oct 25, 2026
- ftrout/secops-claude-skillstheir own version, first seen Sep 18, 2026
- jaskaranhundal/usap-skillstheir own version, first seen Sep 5, 2026
- Garyson26/Trident-SecOps-Skillstheir own version, first seen Aug 29, 2026
- audibleblink/skillstheir own version, first seen Apr 27, 2026
Other versions6 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 6
- audibleblink/skills★ 4same name
- jaskaranhundal/usap-skills★ 4same name
- Masriyan/gemini-security-skills★ 4same name
- noahfranklin/gideon★ 2same name
- Garyson26/Trident-SecOps-Skills★ 1same name
- ftrout/secops-claude-skills★ 0same name
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.
In this repository91 other files it gives its agents.
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- atomic-state-mutationSkill
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- audit-before-patchSkill
- authorization-surface-mappingSkill
- beyond-the-fixSkill
- beyond-the-sinkSkill
- claim-provenance-disciplineSkill
- client-side-trust-boundarySkill
- cloud-architecture-selectionSkill
- cloud-control-plane-reasoningSkill
- codebase-health-assessmentSkill
- concurrency-reasoningSkill
- container-trust-boundarySkill
- containment-under-uncertaintySkill
- control-effectiveness-vs-existenceSkill
- credential-material-triageSkill
- crypto-misuse-reasoningSkill
- data-leakage-huntingSkill
- data-provenance-mappingSkill
- daubert-defensible-writingSkill
- debt-closure-disciplineSkill
- deception-signal-qualitySkill
- decision-record-disciplineSkill
- dependency-provenanceSkill
- destination-driven-constructionSkill
- deterministic-coreSkill
- diagnosing-bugsSkill
- discriminating-proofSkill
- distributed-write-atomicitySkill
- dont-fall-in-love-with-the-bugSkill
- dual-use-behavior-adjudicationSkill
- exploitability-triageSkill
- falsifiable-testingSkill
- finding-custodySkill
- forensic-logging-designSkill
- forensic-persistenceSkill
- frontend-accessibility-by-constructionSkill
- frontend-component-boundariesSkill
- frontend-performance-budgetsSkill
- frontend-testing-strategySkill
- git-disciplineSkill
- honest-degradationSkill
- honest-technical-oratorySkill
- hypothesis-driven-huntingSkill
- incident-timeline-reconstructionSkill
- intel-source-evaluationSkill
- invariant-huntingSkill
- irreversible-action-gateSkill
- known-defect-dispositionSkill
- language-selectionSkill
- live-contract-compatibilitySkill
- llm-out-of-the-loopSkill
- model-evaluation-disciplineSkill
- non-overwhelming-uxSkill
- oracle-driven-fuzzingSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
10 rules. 0 are common, 9 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 5 edited versions we read keep these.
9
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
The licence could not be identified — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 5 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.
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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People and AI agents can review whether this works in practice. Say what you 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.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
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.

