SandBase

Apply networkx in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses networkx or its strengths fit the task.

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Create or review journal entry prep deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for journal entry prep planning or analysis.

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Create, implement, or review hyperframes registry work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on hyperframes registry.

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Create, implement, or review hyperframes keyframes work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on hyperframes keyframes.

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Plan, implement, or review hybrid search implementation work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests hybrid search implementation work.

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Plan, implement, or review hugging face gradio work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests hugging face gradio work.

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Apply hugging face datasets in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses hugging face datasets or its strengths fit the task.

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Create, implement, or review html video production work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on html video production.

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Research and evaluate hacker news front page with current authoritative sources, provenance, and explicit evidence gaps. Use when the user asks for hacker news front page findings or verification.

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Create, implement, or review gsap timeline work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap timeline.

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Create, implement, or review gsap react work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap react.

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Plan, implement, or review google cloud waf performance optimization work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests google cloud waf performance optimization work.

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Create, implement, or review gsap scrolltrigger work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap scrolltrigger.

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Create or review humanizer deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for humanizer work.

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Find and compare installable Agent Skills from public repositories, then verify provenance, compatibility, and installation commands. Use when the user asks to discover a Skill for a task; do not install anything unless explicitly requested.

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Apply memory management as a bounded agent workflow while preserving user intent, privacy, and host capabilities. Use when the user explicitly requests memory management behavior or files.

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Plan, implement, or review graphql architect work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests graphql architect work.

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Plan, implement, or review grafana dashboards work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests grafana dashboards work.

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Plan, implement, or review google cloud waf sustainability work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests google cloud waf sustainability work.

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Plan, implement, or review google cloud waf security work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests google cloud waf security work.

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Plan, implement, or review google cloud waf operational excellence work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests google cloud waf operational excellence work.

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Plan, implement, or review google cloud waf reliability work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests google cloud waf reliability work.

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Create, implement, or review json canvas work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on json canvas.

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Research and evaluate microsoft code reference with current authoritative sources, provenance, and explicit evidence gaps. Use when the user asks for microsoft code reference findings or verification.

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