Plugins

6 plugins

Fine-Tune Transformer Model

Fine-tune transformer language models using TRL with support for SFT, DPO, GRPO, and reward model training.

8 skills · plugin

Write Release Notes

Transform git commits into polished, user-facing release notes organized by category.

8 skills · plugin

Fine-Tune HF Model

Select, train, and upload a fine-tuned transformer model using Hugging Face tools.

5 skills · plugin

Create Release Notes and Changelog

Transform git commits and tickets into user-facing release notes and a categorized changelog.

8 skills · plugin

PRD to Implementation Plan

Transform a raw product idea into a structured PRD and then into a technical implementation plan with issues.

11 skills · plugin

Product Idea Validation

Install this pack to transform a raw product idea into clarifying questions, deep research, a PRD, and a phased execution plan with kill criteria.

6 skills · plugin

Results for “transform”

8 skills

detecting-ai-model-prompt-injection-attacks

Detects prompt injection attacks targeting LLM-based applications using regex pattern matching, heuristic scoring, and DeBERTa transformer classification.

24.6k · bundle

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

Transforms a rough idea into a detailed design document with an implementation plan through iterative requirements clarification, research, design, and planning.

More results

prompt-optimizer

Transforms rough drafts, vague ideas, or task descriptions into polished, ready-to-send prompts for any LLM chat interface, with no placeholders or templates.

orchestra-research

constitutional-ai

Train AI models to be harmless through self-critique and AI feedback using a set of constitutional principles, without requiring human labels for harmful outputs.

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.

Selects the right Gemma model for a task, recommends deployment tooling (Gradio, Transformers.js, Vertex AI, MLX), and applies optimizations like MTP and QAT.

orchestra-research

Detect prompt injections and jailbreak attempts in LLM applications using Meta's 86M parameter classifier. Filter user inputs, third-party data, and RAG documents with low latency and multilingual support.