Writing

Creates and improves portable Agent Skills with a validator, routing scenarios, and evidence-based keep, cut, merge, or retire decisions.

Fact-check and hype-audit content.

Count how many independent origins are behind news coverage of a claim, instead of counting URLs.

Fetch and normalize any content source into clean text with metadata — YouTube video transcripts, TikTok captions, web articles, PDFs, tweets/X posts, local…

Create new skills, modify and improve existing skills, and measure skill performance.

Skills for analytics engineering with dbt - building models, writing tests, querying the semantic layer, troubleshooting jobs, and more.

Local AI email assistant that automates unread-mail processing, offline-safe classification and reply drafting, local draft editing/approval queues, calendar…

Generate self-contained HTML visualizations with Plannotator theming.

Create, synthesize, and iteratively improve agent skills following the Agent Skills specification.

Bring an Oracle into the current repo — its soul, ALL its skills and its expertise — by link, never by copy.

Book a meeting into the team's calendar files under the booking policy.

Edit English prose to remove repetitive AI phrasing, inflated language, and mechanical structure while preserving meaning and the author's voice.

Rigorous engineering orchestrator ported from Lauren Tan's pstack (poteto-mode): reads your task, picks one of 23 playbooks (bug fix, feature, refactoring…

Score one analytical answer against a verified golden, and score which of the entities the golden depends on retrieval delivered to the answerer.

Diagnose why a scored answer failed and who owns the fix, then cluster the failures by shared root cause.

Turn a list of questions into an eval set, whatever shape it arrived in: a JSONL a customer sent, a CSV, a spreadsheet export, a markdown doc, an email…

Make the smallest safe edit that closes a diagnosed gap the model repo owns: a Malloy model edit, or a package skill under skills/.

OpenTelemetry Weaver registry authoring, codegen, and CI enforcement.

Batch-replace backgrounds or recolour SKU variants across a folder of product photos (white background, brand colour, seasonal scene, colour variants) while…

Design promotional sale banners and store hero images for Taobao/Tmall (双11, 618, 年货节), Shopee/Lazada (9.9, 11.11, 12.12), TikTok Shop, Amazon Prime Day/Black…

Design selling-point / feature infographic images (one benefit per image, icons, callout lines, short headlines, comparison or spec rows) for Amazon secondary…

Plan and generate Amazon A+ Content / Premium A+ module images (970×600 header, 970×300 banner, 300×300 / 220×220 tiles, 350×175 comparison, 1464×600 premium)…

Use when an institutional Word form (.doc/.docx IRB protocol, ethics application, grant template) must be filled without breaking its styles, tables, fonts or…

Use when managing a manuscript project over time.