Claude Skills

Self Improvement Loops

guanyang/open-agent-hub

This skill should be used when the harness, scaffold, workflow, or optimizer itself is the optimization target: recursive self-improvement (RSI) loops, meta-harnesses, self-improving harnesses that mine their own failures and propose bounded edits, evolutionary or population-based search over agent scaffolds, acceptance gates for self-modifying systems, and agentic context evolution where the mechanism that produces context is versioned and evolved. Route governance of a single autonomous loop (locked surfaces, durable logs, rollback, novelty gates, approval boundaries) to harness-engineering,...

★ 927 Synced 3 weeks ago View SKILL.md

At a glance

Plugin install Node.js Actively maintained
Install /plugin marketplace add guanyang/open-agent-hub /plugin install self-improvement-loops
Can use Not declared by the author

Setup, runtime and requirements describe guanyang/open-agent-hub, the repo this skill ships in.

Also in guanyang/open-agent-hub

View the repo

This skill should be used for advanced LLM evaluation: LLM-as-judge systems, direct scoring, pairwise comparison, rubric calibration, evalua...

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art...

Analyzes article structure, identifies positions requiring visual aids, generates illustrations with Type × Style × Palette three-dimension...

Knowledge comic creator supporting multiple art styles and tones. Creates original educational comics with detailed panel layouts and batch-...

Compresses images to WebP (default) or PNG with automatic tool selection. Use when user asks to "compress image", "optimize image", "convert...

Generates article cover images with 5 dimensions (type, palette, rendering, text, mood) combining 11 color palettes and 7 rendering styles....

Generates images and text via reverse-engineered Gemini Web API. Supports text generation, image generation from prompts, reference images f...

Converts X (Twitter) tweets and articles to markdown with YAML front matter. Uses reverse-engineered API requiring user consent. Use when us...

Create professional, dark-themed SVG diagrams of any type — architecture diagrams, flowcharts, sequence diagrams, structural diagrams, mind...

Extracts resources and JavaScript from any installed Electron app (`.asar` bundle), restoring original sources from `.js.map` files when ava...

Formats plain text or markdown files with frontmatter, titles, summaries, headings, bold, lists, and code blocks. Use when user asks to "for...

Generates infographic image card series with 12 visual styles, 8 layouts, and 3 color palettes. Breaks content into 1-10 cartoon-style image...