By Prism-Shadow

Make a reply easier to read and act on with rich blocks inside ordinary Markdown — a choice the user picks from, a form that collects several answers, a procedure as steps with warnings in place, a…

Prism-Shadow/penguin-harness

A skill your agent uses when developing PenguinHarness itself — changing packages/{core,server,web,cli,desktop,landing,docs,skills}, the built-in model catalog, the installers or the release…

Prism-Shadow/penguin-harness

Create and edit Bento presentations — self-contained .bento.html decks whose document is JSON.

Prism-Shadow/penguin-harness

Guidance for using the MMSP Python SDK (mmsp). An agent skill from Prism-Shadow/model-message-stream-protocol.

Prism-Shadow/model-message-stream-protocol

A skill your agent uses when standing PenguinHarness up to try a change by hand — launching the Web App, the desktop shell, the landing page, the docs site or the component gallery to click through…

Prism-Shadow/penguin-harness

Guidance for using the MMSP TypeScript SDK (@prismshadow/mmsp).

Prism-Shadow/model-message-stream-protocol

把本周零散的工作记录整理成固定格式的周报。用户要求“写周报”、“整理本周工作”、“周报”时使用. An agent skill from Prism-Shadow/deepseek-harness-book.

Prism-Shadow/deepseek-harness-book

A skill your agent uses when changing the PenguinHarness Web App (packages/web) or the shared UI package — adding or restyling any UI, picking a status colour, adding an icon, laying out a row or a…

Prism-Shadow/penguin-harness

Fixed workflow for developing MMSP itself — adding or updating model support, and changing its pages.

Prism-Shadow/model-message-stream-protocol

Drive the PenguinHarness agent browser — the desktop app's built-in browser or the user's own Chrome — from the shell with penguin browser: open pages, read them as simplified HTML or text, act with…

Prism-Shadow/penguin-harness

A skill your agent uses whenever the user wants to build an agent application — their own program with an embedded agent, such as an AI app, an agentic app or a RAG app.

Prism-Shadow/penguin-harness

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

Prism-Shadow/penguin-harness

Initialize or extend an Agent from a user requirement - write AGENTS.md, set identity metadata, and create, install or import Skills and hook packages (scripts the harness runs on every prompt…

Prism-Shadow/penguin-harness

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

Prism-Shadow/penguin-harness

Run finance for a PenguinHarness organization — set and adjust monthly budgets along the reporting line, audit spend daily with penguin org finance and penguin cost, explain budget alerts in the…

Prism-Shadow/penguin-harness

Run HR for a PenguinHarness organization — guarantee every employee has an enabled calendar event, hire and offboard employees (channels included), evaluate and improve them (with the agent-tuning…

Prism-Shadow/penguin-harness

Run a PenguinHarness organization that mirrors a real company — one digital twin per real colleague, each twin's desk bound to that colleague's chat bot, twins answering what the handbook already…

Prism-Shadow/penguin-harness

Run experiments and papers in a PenguinHarness research organization — fix the harness and the metric first, run an autoresearch-style loop (one editable surface, the same time budget per…

Prism-Shadow/penguin-harness

Create a company-mode organization together with the user — collect its id, name, mission, shared workspace, model and CEO budget one question at a time, confirm the whole thing in one summary, then…

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.

Prism-Shadow/penguin-harness

Rewrite or edit prose in any language so it reads like edited human writing in the register of books, newspapers and encyclopedias rather than default AI output.

Prism-Shadow/penguin-harness

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

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.

Prism-Shadow/penguin-harness

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

Prism-Shadow/penguin-harness

Drive PenguinHarness itself from a shell — list and create agents and sessions, send and steer messages mid-flight, and query costs and scheduled tasks via the penguin CLI over the local server.

Prism-Shadow/penguin-harness

Install skills from external ecosystems into this agent's agentstate/skills/ — resolve Claude Code plugin marketplaces, the Codex plugin repo, skills.sh registry names, GitHub repos, or local…

Prism-Shadow/penguin-harness

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

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…

Prism-Shadow/penguin-harness

Design and calibrate a multi-Case capability Benchmark and establish a traceable Formal Baseline.

Prism-Shadow/penguin-harness

Run a PenguinHarness organization as its CEO — turn the mission into a ticket tree, hire HR and finance first, partition the shared workspace, schedule the calendar, open a channel per stream…

Prism-Shadow/penguin-harness

The protocol every employee of a PenguinHarness organization follows — read the handbook first, act on [orgtrigger] work runs, schedule tickets from the desk session and do the work in ticket…

Prism-Shadow/penguin-harness

Run Claude Code on a remote host over SSH — a persistent expect-driven login session, headless claude -p with the stdin fix, the interactive TUI inside a remote tmux driven by send-keys/capture-pane…

Prism-Shadow/penguin-harness

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

Prism-Shadow/penguin-harness

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

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.

Prism-Shadow/penguin-harness