Skip to content
SkillCheatSheet Sign in

stable-diffusion-image-generation

An AI agent skill from Orchestra-Research/AI-Research-SKILLs, scored 47 out of 100 by code.

47/ 100D

Code score by group

  • Spec14/20
  • Description10/20
  • Procedure3/15
  • Done criteria0/15
  • Resources7/10
  • Scripts5/8
  • Safety3/7
  • Upkeep5/5

It loses the most points in Done criteria (15), the group that checks whether there is a checklist and a step that verifies the work.

What the author says it does

State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image translation, inpainting, or building custom diffusion pipelines.

This is the description in the skill's own SKILL.md, written by its author, not by SkillCheatSheet.

Repository
Orchestra-Research/AI-Research-SKILLs
Folder
18-multimodal/stable-diffusion
License
MIT
GitHub stars
14,480
SKILL.md lines
520
Other files
2

Add stable-diffusion-image-generation to your agent

npx skills add Orchestra-Research/AI-Research-SKILLs --skill stable-diffusion-image-generation

The command uses the open skills CLI. A skill is instructions and scripts your agent will follow, so read it first: open the folder on GitHub at the commit that was scored.

More skills from Orchestra-Research/AI-Research-SKILLs

  1. pytorch-fsdp2

    Adds PyTorch FSDP2 (fully_shard) to training scripts with correct init, sharding, mixed precision/offload config, and distributed checkpointing. Use when models exceed single-GPU…

    Verified82B
  2. systems-paper-writing

    Comprehensive guide for writing systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys. Provides paragraph-level structural blueprints, writing patterns, venue-specific ch…

    Verified82B
  3. evolving-ai-agents

    Provides guidance for automatically evolving and optimizing AI agents across any domain using LLM-driven evolution algorithms. Use when building self-improving agents, optimizing…

    77B
  4. brainstorming-research-ideas

    Guides researchers through structured ideation frameworks to discover high-impact research directions. Use when exploring new problem spaces, pivoting between projects, or seeking…

    76B
  5. academic-plotting

    Generates publication-quality figures for ML papers from research context. Given a paper section or description, extracts system components and relationships to generate architect…

    74B
  6. miles-rl-training

    Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with FP8/INT4, needing train-inference alignme…

    73B
  7. presenting-conference-talks

    Generates conference presentation slides (Beamer LaTeX PDF and editable PPTX) from a compiled paper with speaker notes and talk script. Use when preparing oral talks, spotlight pr…

    73B
  8. evaluating-llms-harness

    Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, o…

    72B

All skills in Orchestra-Research/AI-Research-SKILLs

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.