Prism-Shadow

agent-creation

Turn a user requirement into a concrete agent — write the target agent's AGENTS.md and install the skills it needs.

agenthub-models

Call model APIs through @prismshadow/agenthub — streaming text generation, image generation, speech synthesis, embeddings and the supported-model registry with one client.

penguin-cli

Manage model API keys, default models and per-agent vault secrets with the penguin CLI.

Build AI apps on the Penguin Harness SDK — self-contained projects, the createSession/run streaming loop, and a complete RAG recipe that ingests documents into a knowledge base and answers with citations behind a web UI.

Web & Frontend Featured

web-design

Penguin visual language for generated web pages and app UIs — GitHub-style simplicity with a single blue accent, light and pure-black dark themes, design tokens, and component and chat-interface recipes.

firecrawl

Search the web and scrape pages into clean markdown with the Firecrawl API — query-based discovery, single-URL extraction including public PDFs, driven by curl with a vault-stored API key.

llamafactory

Fine-tune LLMs with LlamaFactory — register datasets, train via YAML configs, merge LoRA adapters and serve the result.

ollama

Deploy and serve local models with Ollama — pull and run them, then expose the OpenAI-compatible endpoint to apps and agents.

vllm

Deploy and serve LLMs with vLLM behind an OpenAI-compatible endpoint, with tool calling enabled for agent workloads.

agent-evaluation

Run and score exactly one Benchmark Case run with CLI execution, Trace provenance checks, and private Rubric isolation.

benchmark-design

Design and calibrate a multi-Case capability Benchmark with repeated independent evaluations and a traceable baseline.

Data & Documents Featured

data-analysis

Complete data-analysis tasks with bounded evidence inspection, explicit answer-changing decisions, native artifact handling, and final output verification.

software-engineering

Complete software-engineering tasks — investigate and review code, implement bug fixes, features and refactors with minimal scope, validate changes, and report verified outcomes.