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Technology mentions are not dependencies. Client filters require scoped documentation, not a runtime compatibility claim. Detailed guides summarize files read at a fixed commit; they are not runtime tests.

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  1. detecting-cryptomining-in-cloud

    skill collectionNo comparison task assigned

    mukul975/anthropic-cybersecurity-skillsskills/detecting-cryptomining-in-cloud/SKILL.md

    This skill teaches security teams how to detect and respond to unauthorized cryptocurrency mining operations in cloud environments. It covers identifying cryptomining (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  2. detecting-cryptomining-in-cloud

    skill collectionNo comparison task assigned

    byhartvig/agent-skills-collectiondevelopment-and-testing/cybersecurity-skills/detecting-cryptomining-in-cloud/SKILL.md

    This skill teaches security teams how to detect and respond to unauthorized cryptocurrency mining operations in cloud environments. It covers identifying cryptomining (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  3. detecting-data-and-model-poisoning

    skill collectionNo comparison task assigned

    mukul975/anthropic-cybersecurity-skillsskills/detecting-data-and-model-poisoning/SKILL.md

    Identify poisoned training data and backdoored ML models across the pipeline using IBM's Adversarial Robustness Toolbox (activation clustering, spectral signatures, trigger reconstruction), (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  4. detecting-data-and-model-poisoning

    skill collectionNo comparison task assigned

    byhartvig/agent-skills-collectiondevelopment-and-testing/cybersecurity-skills/detecting-data-and-model-poisoning/SKILL.md

    Identify poisoned training data and backdoored models across the ML pipeline. (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  5. detecting-data-anomalies

    skill collection

    foryourhealth111-pixel/vibe-skillsbundled/skills/detecting-data-anomalies/SKILL.md

    Investigate outliers, rare events, spikes, and suspicious records in datasets. Use as an explicit anomaly-analysis helper when you want concrete anomaly-detection workflow (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  6. detecting-dcsync-attack-in-active-directory

    skill collectionNo comparison task assigned

    mukul975/anthropic-cybersecurity-skillsskills/detecting-dcsync-attack-in-active-directory/SKILL.md

    Detect DCSync attacks (MITRE T1003.006) where adversaries abuse Active Directory replication privileges to extract password hashes, by auditing Event ID 4662 for (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  7. detecting-dcsync-attack-in-active-directory

    skill collectionNo comparison task assigned

    byhartvig/agent-skills-collectiondevelopment-and-testing/cybersecurity-skills/detecting-dcsync-attack-in-active-directory/SKILL.md

    Detect DCSync attacks where adversaries abuse Active Directory replication (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  8. detecting-deepfake-audio-in-vishing-attacks

    skill collectionNo comparison task assigned

    byhartvig/agent-skills-collectiondevelopment-and-testing/cybersecurity-skills/detecting-deepfake-audio-in-vishing-attacks/SKILL.md

    Detects AI-generated deepfake audio used in voice phishing (vishing) attacks by extracting spectral features (MFCC, spectral centroid, spectral contrast, zero-crossing rate) and (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  9. detecting-deepfake-audio-in-vishing-attacks

    skill collectionNo comparison task assigned

    mukul975/anthropic-cybersecurity-skillsskills/detecting-deepfake-audio-in-vishing-attacks/SKILL.md

    Detect AI-generated deepfake audio used in voice phishing (vishing) by extracting spectral features (MFCC, spectral centroid, spectral contrast, zero-crossing rate) and classifying (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  10. detecting-dependency-confusion

    skill collectionNo comparison task assigned

    byhartvig/agent-skills-collectiondevelopment-and-testing/cybersecurity-skills/detecting-dependency-confusion/SKILL.md

    Detect and prevent public-over-private name resolution in npm, PyPI, and Maven. (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  11. detecting-dependency-confusion

    skill collectionNo comparison task assigned

    mukul975/anthropic-cybersecurity-skillsskills/detecting-dependency-confusion/SKILL.md

    Detect and prevent dependency confusion (public-over-private package name resolution) in npm, PyPI, and Maven by enumerating claimable internal package names with tools (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

  12. detecting-dll-sideloading-attacks

    skill collectionNo comparison task assigned

    byhartvig/agent-skills-collectiondevelopment-and-testing/cybersecurity-skills/detecting-dll-sideloading-attacks/SKILL.md

    Detect DLL side-loading attacks where adversaries place malicious DLLs (SKILL.md metadata excerpt)

    Setup not establishedSource observation · Source example · File structure observedCheck method & evidence

Snapshot w7-discovery-20260912 · 8364 file observations across 30 repositories. Source collection is not a quality or safety assessment.