docs/reference-repos/clawhub/steipete/agent-scripts/research
steipete/agent-scripts reference
steipete's shared agent scripts repository containing 19 skills used across his projects and published individually to ClawHub. This is the source repo for several popular ClawHub skills including nano-banana-pro, oracle, brave-search, and others.
steipete/agent-scripts
- **Archetype**: mega-skill-pack
- **Stars**: 2,383
- **Last pushed**: 2026-03-13
- **License**: NOASSERTION
- **Discovered**: 2026-04-12
- **Source**: ClawHub skills (multiple skills published from this repo)
- **Skills found**: 19 skill directories in skills/
- **Fork**: No
Summary
steipete's shared agent scripts repository containing 19 skills used across his projects and published individually to ClawHub. This is the source repo for several popular ClawHub skills including nano-banana-pro, oracle, brave-search, and others.
Skills found: 1. **1password** - 1Password CLI integration 2. **brave-search** - Web search via Brave Search API 3. **create-cli** - CLI creation tooling 4. **discord-clawd** - Discord integration 5. **domain-dns-ops** - Domain/DNS operations 6. **frontend-design** - Frontend design assistance 7. **instruments-profiling** - macOS Instruments profiling 8. **markdown-converter** - Markdown conversion 9. **nano-banana-pro** - Image generation/editing via Gemini 3 Pro Image 10. **native-app-performance** - Native app performance analysis 11. **openai-image-gen** - OpenAI image generation 12. **openclaw-relay** - OpenClaw relay/orchestration 13. **oracle** - Cross-model review via GPT-5 Pro 14. **swift-concurrency-expert** - Swift concurrency guidance 15. **swiftui-liquid-glass** - SwiftUI Liquid Glass design 16. **swiftui-performance-audit** - SwiftUI performance auditing 17. **swiftui-view-refactor** - SwiftUI view refactoring 18. **video-transcript-downloader** - Video transcript extraction 19. **xurl** - URL expansion/resolution
The repo is macOS/Apple-ecosystem heavy (Swift, SwiftUI, Instruments) with cross-cutting utility skills (brave-search, oracle, nano-banana-pro, markdown-converter).
Assessment
MEDIUM extractable value. Many skills are Apple-ecosystem-specific (SwiftUI, Instruments, native app). The cross-cutting utilities (brave-search, oracle, nano-banana-pro, video-transcript-downloader) have broader value. The oracle skill's cross-model validation pattern is notable -- using one model to review another's work.
**Extraction priority**: MEDIUM
Extractable Value: steipete/agent-scripts
Processes
1. Cross-Model Code Review
- **Source**: oracle skill (bundle prompt + files, send to GPT-5 Pro for second opinion)
- **Placement**:
specializations/shared/cross-model-code-review.js - **Description**: Process for getting a second AI model's review on code changes: select relevant files -> prepare context bundle -> submit to secondary model (API or browser) -> compare responses -> surface disagreements and insights -> create actionable review notes. Uses breakpoints to present findings to the user.
2. AI Image Generation Pipeline
- **Source**: nano-banana-pro skill (draft -> iterate -> final workflow)
- **Placement**:
specializations/shared/ai-image-generation-pipeline.js - **Description**: Multi-step image generation process: draft at 1K resolution -> review with user -> iterate on prompt adjustments -> upscale to 4K when prompt is locked. Supports both text-to-image and image-to-image editing. Breakpoints for user review at each draft iteration.
3. Video Content Summarization
- **Source**: video-transcript-downloader + summarize patterns
- **Placement**:
specializations/shared/video-content-summarization.js - **Description**: Process for extracting and summarizing video content: download transcript (YouTube/direct URL) -> extract key segments -> generate structured summary -> identify action items and key quotes -> export as Markdown.
Plugin Ideas
1. Web Search Plugin (Brave)
- **Category**: Tools Integration
- **install.md**: Installs brave-search skill dependencies (node), configures BRAVE_API_KEY, provides babysitter tasks for web search (query with result count) and page content extraction (URL to markdown). Lightweight alternative to browser automation for information retrieval.
2. Cross-Model Validation Plugin (Oracle)
- **Category**: QA & Testing
- **install.md**: Installs oracle CLI (@steipete/oracle), configures secondary model access (OpenAI API key or browser automation). Provides a babysitter task that bundles process context + files and gets a second model's opinion. Useful as a quality gate in any process -- the "phone a friend" pattern.
3. Image Asset Generation Plugin
- **Category**: Tools Integration
- **install.md**: Installs nano-banana-pro dependencies (uv, Python), configures GEMINI_API_KEY. Provides babysitter tasks for image generation (text-to-image) and image editing (image-to-image) at configurable resolutions. Useful for processes that need to generate visual assets (documentation, marketing, UI mockups).
Library Mapping
| Extractable Process | Library Status | Action | Existing Path | Target Placement |
|---|---|---|---|---|
| Cross-Model Code Review | NEW | Second AI model review for code changes with disagreement surfacing and actionable notes | - | specializations/shared/cross-model-code-review.js |
| AI Image Generation Pipeline | NEW | Multi-step image generation: draft → iterate → final with resolution progression | - | specializations/shared/ai-image-generation-pipeline.js |
| Video Content Summarization | NEW | Video transcript extraction and summarization with key segments and action items | - | specializations/shared/video-content-summarization.js |
| Draft-Iterate-Final Resolution Pattern | NEW | Low-resolution drafts for iteration, upscale only when locked (for expensive operations) | - | specializations/shared/draft-iterate-final-resolution.js |
Plugin Marketplace Mapping
| Plugin Idea | Marketplace Status | Action | Existing Plugin | Target Placement |
|---|---|---|---|---|
| Web Search Integration (Brave) | NEW | Brave Search API integration for web search and page content extraction | - | plugins/a5c/marketplace/plugins/web-search-integration/ |
| Cross-Model Validation Oracle | NEW | Second model opinion as quality gate with adversarial review pattern | - | plugins/a5c/marketplace/plugins/cross-model-validation-oracle/ |
| Image Asset Generation | NEW | Gemini-powered image generation and editing with configurable resolutions | - | plugins/a5c/marketplace/plugins/image-asset-generation/ |
Implicit Procedural Knowledge
- **Draft-iterate-final resolution pattern**: nano-banana-pro's workflow of starting at low resolution for fast iteration then upscaling only when prompt is locked. This pattern applies to any expensive generative operation -- do cheap drafts first.
- **Cross-model review as quality gate**: oracle demonstrates using a different model (GPT-5 Pro) to review work done by the primary model. This "adversarial review" pattern is a powerful quality mechanism for babysitter processes.
- **Skill as thin CLI wrapper**: Many skills here are thin SKILL.md wrappers around CLI tools (brave-search, oracle). The pattern of SKILL.md -> bash script -> CLI tool is the most common skill architecture on ClawHub.