Writing AI Skills

Objective-driven pooled viability screen analysis: QC, hit calling, context-selectivity, biomarker sweep, and ranked repurposing candidates. Format-agnostic via schema.yaml + objective.yaml; includes…

Transform GWAS signals into actionable drug targets and repurposing opportunities. Performs locus-to-gene mapping, target druggability assessment, existing drug identification, safety profile…

File creation and management on Windows

Build interactive Go TUIs with Bubbletea, Elm architecture, Lipgloss, layouts, and keyboard/mouse handling. Excludes plain-text CLIs, web/desktop GUIs, and other TUI frameworks.

Use when the user references past sessions, asks 'what did we do', 'do you remember', 'last session', 'recall', or 'continue from'.

Apply David Ogilvy's advertising principles when writing or reviewing copy, headlines, product descriptions, landing pages, ads, emails, or any persuasive text. Use when the goal is copy that sells,…

Plan, write, and edit professional financial reports; generate finance chart configurations. Use when condensing finance analysis into a structured output.

Information-gap assessment. Use when the task requires information each need still requires before action. Apply this method to the specified inputs and verify the deliverable

Use when a content operation needs a SYSTEM: a dated editorial calendar built top-down from pillars, plus the stage gates, briefs, WIP limits and 1:10 atomization plan that move each slot to…

Inspect or set OmA reasoning effort profile (global + per-teammate overrides) for depth/cost control.

When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms, or wants to do social listening and…

This skill should be used when the user asks about "documentary", "documentary research", "interview questions", "documentary treatment", "archival research", "documentary ethics", "act as a…

Counterpoint and voice writing (对位与声部写作) - writing a second line that is genuinely independent rather than a harmony part. The four complementarity axes that make two lines combine (rhythmic density,…

Structure scenes and control pacing using scene-sequel rhythm. Use when individual scenes work but don't accumulate, when pacing feels off (too rushed or too slow), when transitions feel mechanical,…

Create ridiculously good content using Ann Handley's "Everybody Writes" methodology—practical, reader-focused writing that serves your audience and achieves your goals. Use when: **Write blog posts**…

Write listing copy from the spec sheet, without inventing an attribute.

notes-automation-workflows — Automate bulk Apple Notes workflows: discovery, filtering, and scripted enrichment for links/photos.

Use when someone seeks the philosophical foundation of animation principles, wants to understand why they work, or is at a teaching/mentorship level

Create original short videos using the 情绪压力曲线｜压抑、峰值、遮挡与残余 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new…

Query the Open Targets Platform for drug-target-disease associations. Use whenever the user asks about drug targets, gene-disease associations, drug indications, clinical trial phases, or wants to…

Agents should invoke this skill when comparing competing products, services, libraries, tools, vendors, or approaches for market/product positioning, feature matrices, strategic trade-offs, pricing,…

Check documentation for Elastic style guide compliance using Vale linter output and style rules. Use when writing, editing, or reviewing docs to catch voice, tone, grammar, formatting, accessibility,…

Load when the user asks to draft, edit, or review English prose for AI-writing tells; do not load for code explanation, Chinese output, technical specs, or routine status reports.

Media literacy and critical analysis of media messages across platforms and formats. Covers media ecology (McLuhan), encoding/decoding (Hall), news literacy, digital media analysis, propaganda…

Build a page that looks like a real product and actually sells it — problem, after-state, what it is, what's included, proof, price said once, guarantee, FAQ, and one button repeated down the page.…

Define constraints, failure modes, ownership, baseline verification, and minimal test plan before implementation.

Transform dense technical, scientific, cybersecurity, computing, network, or life-science research questions into clear source-domain-neutral fables for non-specialists. Use when the user asks to…

Fast-forward through OpenSpec artifact creation. Use when the user wants to quickly create all artifacts needed for implementation without stepping through each one individually.

When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts. Also use when the user mentions 'sales deck,' 'pitch deck,' 'one-pager,'…

Use when the agent wants to define, list, inspect, or execute GUI macros via the MacroCLI CLI. Macros are parameterized, CLI-callable workflows — the agent invokes `macro run <name>` and the system…

Use when converting PM intake into a slice SPEC.md with observable acceptance outcomes, explicit scope, and advisory sibling build dependencies.

Use when writing prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Applies Strunk's timeless rules for clearer, stronger, more professional…

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or…

Build, repair, or package Agentlas agents and teams with Hephaestus.

Tests Simulink models using either ephemeral Gherkin-based tests (model_test) for quick validation or persistent tests (Simulink Test API) authored from requirements or behavioral specs. Requires…

Find the Shorts hiding inside a long video and write them, using the transcript to pick self-contained moments. Use for "cut this into shorts", "clip this", "repurpose this video", "what should I…

Use ALWAYS when a prompt mentions GraphQL, lightning/uiGraphQLApi, @wire(graphql, ...), or gql template tags in an LWC context — even if the surface ask is "build an LWC". Owns the ENTIRE flow:…

Produce honest product reviews and buying guides without fabricated first-hand experience, using disclosed evidence tiers: verified specs, owner-experience synthesis at scale, expert triangulation,…

Writing developer-facing prose that can be skimmed first and trusted enough to finish — READMEs, guides, tutorials, reference docs, proposals, PR descriptions, release notes. Load before drafting,…

Elite Website Reviewer Agent for AEO, GEO, SEO, UI/UX Psychology, and Copywriting. Use this skill when asked to review or evaluate a website's positioning. It conducts an EXHAUSTIVE, multi-page,…

General React and React Native engineering rules for Ledger Live. Read when writing or reviewing any .ts/.tsx file.

Read and comprehend novel text, summarize into fluent story outline. Suitable for novel initial screening, generating 500-800 word story outlines

Decision rubric for promoting a prose prompt into a typed DSPy Signature. This is an ENHANCE overlay on top of the [[dspy]] library skill: it does NOT teach DSPy syntax — it answers the coder-agent…

Create original short videos using the 情绪压力曲线｜压抑、峰值、遮挡与残余 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new…

Recall prior decisions and evidence with state-first search and bounded history fallback.

Write copy that gets a "yes" using Joanna Wiebe's research-first, Voice of Customer methodology Use when: **Writing landing pages, emails, or sales pages** that need measurable conversion results;…

Create original short videos using the 连续前进闯阵｜防守闸门升级到高点标志 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new…

Query the STITCH chemical-protein interaction database. Use whenever the user asks about chemical-protein interactions, drug-target binding, compound action modes, or wants to look up any entity…

Prepare submissions to Elsevier journals (including The Lancet family style notes, Cell-independent Elsevier titles, and thousands of society journals) using the elsarticle LaTeX class, the CAS…

Revise paper text in response to criticism — your own, an advisor's, or a reviewer's. Two halves that share one discipline: (1) fixing prose by encoding it back into a high-level outline, locating…

Use when the user says 'run an seo aeo audit', 'improve my search visibility', 'optimize my site for search engines', or wants the site cited by AI answer engines. Audits on-page SEO and AEO,…