simulation-bench

Scaffold a new submission folder under /submissions for a Simulation Bench run, named per the date__benchmark__harness__model[__run_tag] taxonomy, with the standard subdirectories and a starter metadata file. Use this skill whenever the user wants to create, set up, scaffold, prepare, register, or "make a folder for" a new submission, run, attempt, or benchmark trial — phrasings like "create a new submission folder for X harness using Y model", "set up a run for Opus 4.7 on the mine benchmark", "scaffold a vanilla Claude Code submission", "prep a folder for tomorrow's run" should all trigger it. Also trigger when the user describes a harness/model combo and clearly intends to record a run, even if they don't say the word "submission".

Run the Simulation Bench automated harness against a submission folder under /submissions and produce an evaluation_report.json plus a concise summary. Use this skill whenever the user asks to evaluate, score, grade, run the harness on, or check a submission to the Simulation Bench — phrasings like "evaluate submission X", "run the harness on Y", "score the latest run", "did model Z pass?", "check submissions/<folder>" should all trigger it. Also use when the user mentions a submission folder name that follows the date__benchmark__harness__model taxonomy, even if they don't say the word "evaluate".

Create long-form articles (blog posts and LinkedIn articles). Use when asked to write articles, blog posts, tutorials, deep-dives, thought pieces, or long-form content. Triggers on "article", "blog post", "blog", "tutorial", "deep-dive", "thought piece", "long-form".

Plan content marketing strategy. Use when asked about content calendar, content ideas, campaign planning, content strategy, what to write about, or content themes. Triggers on "strategy", "calendar", "content plan", "ideas", "what should I write".

Core writing engine. Automatically deploys rhetorical devices and voice styling for any copywriting task. Use for any writing request including website copy, ads, course descriptions, or general prose. Triggers on "write", "draft", "create content", "help me write", "copywrite".

Create visual wireframe designs for landing pages. Produces design specs that developers can implement. Use when asked to design a landing page, create a wireframe, plan page layout, or structure a web page. Triggers on "landing page design", "wireframe", "page layout", "design a page".

Create LinkedIn posts. Use when asked to write a LinkedIn post, social media content, or professional social content about simulation, Python, SimPy, engineering, or related topics. Triggers on "linkedin", "post", "social media".

Create marketing emails and newsletters. Use when asked to write emails, newsletters, launch announcements, email sequences, nurture emails, or promotional content for email. Triggers on "email", "newsletter", "email sequence", "nurture".

Create long-form Medium articles written entirely in prose. Medium articles are frequently consumed via audio (text-to-speech), so this skill produces flowing, narrative prose with no code blocks, no tables, no bullet lists, and no formatting that breaks when read aloud. Use this skill whenever the user mentions "Medium", "Medium article", "Medium post", "medium.com", or wants prose-only long-form content, an audio-friendly article, or a listicle-free essay. Also triggers on "write an essay", "long read", or "prose piece" when the context suggests Medium publishing.

Write consulting proposals for Aspegio simulation and AI engagements. Use when asked to write a proposal, pitch, statement of work, or consulting engagement document. Triggers on "proposal", "pitch", "statement of work", "SOW", "consulting proposal".

Create Reddit posts. Use when asked to write a Reddit post, Reddit content, or community discussion content about simulation, Python, SimPy, engineering, or related topics. Triggers on "reddit", "subreddit", "r/".

Use when designing presentation slides, talk decks, workshop slides, or webinar decks. Use when asked to create a slide deck, presentation, talk, or slide plan. Triggers on "slides", "presentation", "deck", "talk", "webinar".