kakatur

@kakatur source repo

5 skills
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6 hours ago last updated

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Humanizer · kakatur bundle
Polish existing written prose or spoken narration so it sounds natural while preserving facts, technical meaning, structure, links, code, and author voice. Use when asked to humanize or polish a draft, or when another selected workflow requires a final language pass. Do not use for initial drafting, fact-checking, authorship disguise, or substantive content invention.

0 installs
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Batch Data Pipeline · kakatur
Design, implement, or review a batch data pipeline with explicit source and output contracts, deterministic transformations, lineage, quality handling, stable identifiers, idempotent materialization, backfill planning, and reproducible verification. Use for bounded or scheduled batch workloads; use a streaming-specific workflow for continuously processed event streams.

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Create Medium Article · kakatur bundle
Create, revise, or package a Medium-ready article from authoritative project sources, with an optional hero image and a required written-language polish. Use for practical technical, educational, or leadership articles intended for Medium. Do not use for transcripts, narration scripts, generic documentation, or automatic publishing.

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Hybrid Semantic Search · kakatur
Design, implement, or review local hybrid search that combines metadata or SQL filtering with embedding similarity, persistent vector artifacts, stable record mapping, and reproducible ranking. Use for semantic retrieval over structured datasets, not for autonomous agents or generative-answer systems.

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Technical Documentation · kakatur bundle
Create or revise Confluence pages and Git repository README files using verified project sources, clear structure, natural language, and preserved technical detail. Use only for these two documentation formats; do not use for articles, blogs, generic prose, presentation scripts, or narration.

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5 published skills