@promptmia
Member since March 2026
Technical documentation writer for README, API docs, and comments. From https://github.com/Yeachan-Heo/oh-my-codex
PRD example for an NVIDIA blueprint. Source: https://build.nvidia.com/nvidia/retail-catalog-enrichment
Refactor Python code with the following instructions. Source: https://github.com/andresvidal/Retail-Catalog-Enrichment/blob/main/.cursor/rules/refactor.mdc
The idea: give an AI agent a small but real LLM training setup and let it experiment autonomously overnight. It modifies the code, trains for 5 minutes, checks if the result improved, keeps or discards, and repeats. You wake up in the morning to a log of experiments and (hopefully) a better model. The training code here is a simplified single-GPU implementation of nanochat. The core idea is that you're not touching any of the Python files like you normally would as a researcher. Instead, you are programming the program.md Markdown files that provide context to the AI agents and set up your autonomous research org. The default program.md in this repo is intentionally kept as a bare bones baseline, though it's obvious how one would iterate on it over time to find the "research org code" that achieves the fastest research progress, how you'd add more agents to the mix, etc. A bit more context on this project is here in this tweet.
Writes optimized bios for multiple platforms from a single set of personal/brand details.
Creates a structured YouTube video script outline with hook, chapters, and CTA.
Writes hook-first Instagram captions with a CTA and relevant hashtags.
Writes a high-performing LinkedIn post with a strong hook, value body, and CTA.
Writes a high-engagement X/Twitter thread with a strong hook and clear narrative arc.
Creates a structured essay outline with thesis, arguments, evidence, and counterarguments.
Generates a comprehensive study guide with key concepts, formulas, and practice questions.
Creates a phased learning roadmap with milestones, resources, and progress criteria.
Generates Q&A flashcard sets for any topic optimized for active recall.
Explains any concept at a specified level using analogies and concrete examples.
Writes a professional self-review or manager review using STAR-format examples.
Creates a structured meeting agenda with time allocations and desired outcomes.
Transforms a vague goal into a fully structured SMART goal with milestones.
Decomposes any complex task into actionable sub-30-minute steps.
Structures your week around top priorities with time blocks and energy alignment.
Builds a weighted decision matrix to objectively compare options across criteria.
Structures a post-mortem document with what went well, what didn't, and action items.
Writes a structured Product Requirements Document from feature inputs.
Identifies project risks, scores likelihood/impact, and generates mitigation plans.
Produces a structured SWOT analysis with 3–5 items per quadrant and strategic implications.
Generates conventional commit messages from a diff or change description.
Refactors code for readability, performance, and maintainability with explanations.
Designs a full REST API endpoint spec with request, response, auth, and error schemas.
Reviews code for OWASP-style vulnerabilities including injection, auth issues, and data exposure.
Builds optimized SQL queries from plain-language requirements with explanation.
Generates comprehensive unit tests covering happy path, edge cases, and error conditions.
Designs a normalized database schema with tables, columns, types, PKs, FKs, and indexes.
Analyzes code for bugs, explains each issue, and provides a corrected version.
Structures and writes a customer case study using the challenge/solution/results framework.
Produces a differentiated positioning statement and battlecard-style competitor contrast.
Creates a concise brand voice guide with tone attributes, do/don't examples, and vocabulary.
Writes a 3-email welcome/nurture sequence with subject lines, preview text, and full body.
Generates confident, empathetic responses to the most common sales objections.
Builds a detailed customer persona with demographics, goals, pains, and buying behavior.
Generates full landing page copy blocks: headline, subheadline, benefits, FAQ, and CTA.
Produces a tight value proposition using the classic For/Who/That/Unlike format.
Generates a properly formatted press release for any company announcement.
Writes compelling product descriptions optimized for conversions and SEO.
Writes a full email newsletter issue with subject line, preview text, and body.
Generates 3 SEO-ready meta descriptions with keyword and CTA requirements.
Produces 10 headline variations mixing curiosity, benefit, how-to, and list styles.
Converts a blog post into a LinkedIn post, X/Twitter thread, and email newsletter blurb.
Rewrites any piece of content in a new tone while preserving the original meaning.
Generates a complete first-draft blog post with intro, body sections, and conclusion.