Plugins

12 plugins

Social Media Scraping

Extract structured data from social media platforms via browser automation.

12 skills · plugin

Product Idea to PRD

For product managers to structure and validate a new product concept.

11 skills · plugin

Research Papers for RAG

Gather and structure scientific papers for RAG ingestion using Semantic Scholar and BGPT.

9 skills · plugin

Feature Development Pipeline

Plan, execute, and verify a feature using structured planning, gated pipeline, and issue tracking.

10 skills · plugin

Diagnose and Fix AI Workflow

Diagnoses an AI workflow and applies structured improvements for quality and reliability.

4 skills · plugin

PR Review Pipeline

Install this pack to review a PR with structured analysis, security scanning, and quality enforcement.

11 skills · plugin

Design REST API from Spec

Create a structured specification, design a consistent REST API, and generate OpenAPI documentation.

6 skills · plugin

Spec-Driven Development

Write a structured spec, plan vertical slices, and build iteratively with TDD and gated commits.

9 skills · plugin

SEO Audit and Fix

Audit a website for SEO issues, fix metadata and structured data, and verify improvements.

10 skills · plugin

Agent Interview and Planning

For developers who want to clarify project requirements through structured interviews and generate actionable plans.

9 skills · plugin

Designer Toolkit

Designer utility skills: portfolio review, resume building, case study structure, design presentations, stakeholder communication, and design briefs.

7 skills · plugin

Plugin development toolkit with skills for creating agents, commands, hooks, MCP integrations, and comprehensive plugin structure guidance

7 skills · plugin

Results for “structure”

24 skills

orchestra-research

Guarantee valid JSON, XML, or code structure during text generation using Pydantic models for type-safe outputs, supporting local models (Transformers, vLLM, llama.cpp) and maximizing inference speed with structured generation.

10.4k · bundle

orchestra-research

Extract structured data from LLM responses with Pydantic validation, automatic retries, and streaming support across multiple providers.

10.4k · bundle

Prompt Engineer

Designs, optimizes, and evaluates prompts for LLMs, including structured outputs, chain-of-thought, and evaluation frameworks.

10.4k · bundle

Design n8n AI agents with best practices for node selection, sub-node wiring, tool design, structured output, and memory management.

lucaspmarie-a11y

Converts human-written CLAUDE.md files into a structured-label format that AI models follow more reliably while using fewer tokens.

johnalbertini14-glitch

Generates structured VGL JSON for Bria FIBO models, giving deterministic control over objects, lighting, camera, composition, and style instead of natural language prompts.

More results

Convert human-written CLAUDE.md files into a structured label format that AI models follow more reliably using fewer tokens.

Define every visual attribute as structured VGL JSON for deterministic, reproducible image generation with Bria FIBO models, covering objects, lighting, camera settings, composition, and style.

Generates structured VGL JSON prompts for Bria's FIBO image generation models, covering text-to-image, editing, inpainting, outpainting, and captioning with a deterministic schema.

Converts narrative technical documents into structured mathematical problem specifications with variables, constraints, objectives, and uncertainty.

Andrew Ng Expert

Emulates Andrew Ng's teaching style to explain AI and machine learning concepts with structured, practical guidance.

Muapi Nano Banana

Generates high-fidelity images using reasoning-driven prompts and structured creative briefs via muapi.ai.

agentskillexchange

Unified AI System Gateway

Enhances plain-language requests into structured, reviewable prompts and inspects a self-hosted MCP gateway with provider-free defaults.

Guides building production-grade AI features with LLM integration patterns, RAG architecture, prompt engineering, and cost optimization.

Finalize Agent Prompt

Refines and polishes prompt files by applying proven best practices for structure, wording, and clarity while preserving original intent and formatting.

Context Compression

Optimizes long-running agent sessions with structured context compression, summarization, and durable handoff summaries that preserve decisions, files, risks, and next actions.

16.9k · bundle

Drafts structured goal-loop prompts for long-running agent work with verifiable stop conditions, validation commands, and documentation requirements.

Context Engineering Advisor

Diagnose whether an AI workflow suffers from context stuffing or benefits from context engineering, and apply structured techniques to improve reliability.

Project Development

Guides project-level decisions for LLM-powered systems: task-model fit, pipeline architecture, token and cost estimation, and agent-assisted iteration.

16.9k · bundle

dontbesilent2025

Dbs Good Question

Transforms fuzzy problems into structured briefs that AI agents can reason about, critique, and act upon, while evaluating how much of the problem can be automated.

orchestra-research

Control LLM output with regex and grammars to guarantee valid JSON, XML, or code generation, enforce structured formats, and build multi-step workflows using Microsoft Research's Guidance framework.

10.4k · bundle

Integrates WordPress 7.0's WP AI Client for provider-agnostic AI generation, covering prompt building, model preferences, structured JSON, media generation, and safe feature gating.

Gemini Interactions API

Call the Gemini API for text generation, chat, multimodal understanding, image/video/audio generation, streaming, function calling, structured output, and managed agents using the Interactions API in Python and TypeScript.

Generates and edits images using GPT Image 2 across three modes: direct generation via OpenAI-compatible API, prompt engineering for host-native image tools, or pure prompt advisory. Includes 80+ structured templates for posters, UI mockups, product visuals, maps, slides, and more.