PrismShadow

Run one specified Test Agent on one specified Benchmark Case exactly once, privately score that execution, and return one protocol result.

Testing & QA · Prism-Shadow/penguin-harness

Improve an Agent State through versioned scores and score-linked Traces from a frozen Benchmark.

AI & Agents · Prism-Shadow/penguin-harness

Create and edit Bento presentations — self-contained .bento.html decks whose document is JSON. Use whenever the user wants a slide deck or presentation: from scratch, from source material, or by improving an existing file.

Design & Presentation · Prism-Shadow/penguin-harness

Complete data-analysis tasks with bounded inspection, correct data semantics, native artifact handling, complete delivery, and risk-based verification.

Data & Analytics · Prism-Shadow/penguin-harness

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.

Backend & API · Prism-Shadow/penguin-harness

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

Other · Prism-Shadow/penguin-harness

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

DevOps & Cloud · Prism-Shadow/penguin-harness

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

Backend & API · Prism-Shadow/penguin-harness

Install skills from external ecosystems into this agent's agent_state/skills/ — resolve Claude Code plugin marketplaces, the Codex plugin repo, skills.sh registry names, GitHub repos, or local folders to their skill directories, review every file, and normalize SKILL.md frontmatter to the Penguin format.

Code Review & Quality · Prism-Shadow/penguin-harness

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

Code Review & Quality · Prism-Shadow/penguin-harness

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

DevOps & Cloud · Prism-Shadow/penguin-harness

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, component and chat-interface recipes, plus an opt-in warm paper editorial theme.

Frontend · Prism-Shadow/penguin-harness