Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add JAICHANGPARK/workshop-harness --skill hands-on-curriculum-buildergit clone --depth 1 https://github.com/JAICHANGPARK/workshop-harnessWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/jaichangpark/workshop-harness/hands-on-curriculum-builder)<a href="https://agentmods.dev/skills/jaichangpark/workshop-harness/hands-on-curriculum-builder"><img src="https://agentmods.dev/badge/skills/jaichangpark/workshop-harness/hands-on-curriculum-builder/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/jaichangpark/workshop-harness/hands-on-curriculum-builder"><img src="https://agentmods.dev/badge/skills/jaichangpark/workshop-harness/hands-on-curriculum-builder.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00054 | $0.00988 |
| Opus 5 | $0.00027 | $0.00494 |
| Sonnet 5 | $0.00011 | $0.00198 |
| Haiku 4.5 | $0.00005 | $0.00099 |
Grade A, and why
hands-on-curriculum-builder scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 86 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Hands-on Curriculum Builder Skill
Purpose
Modularizes workshop content into sequential, timed hands-on labs (60 to 120 minutes total). Enforces a clean separation between starter scaffolding (01_starter), reference solutions (02_final), step-by-step lab guides (03_labs/README.md), and structured prompt engineering packs (prompt-pack/README.md).
🌐 Mandatory Pre-Flight Web Research Protocol: Before generating any lab code or instructions, the agent MUST perform live web searches (
search_web/workshop-web-researcher) to verify the latest SDK syntax (e.g.google-genaiSDK vs legacygoogle-generativeai, current LangChain/Ollama versions, latest model tags) and ensure zero deprecated code.
Lab Architecture & Timing Rules
A standard technical workshop curriculum is divided into 3 progressive lab phases:
Standard LLM / RAG Track
flowchart TD
Lab1["Lab 01: Setup & API Sanity Check (15-20 min)<br>Verify environment, connect to local Ollama / Cloud Gemini API"]
Lab2["Lab 02: Structured Output & Schema Parsing (25-30 min)<br>Implement Pydantic / JSON Schema type-safe model responses"]
Lab3["Lab 03: RAG / Agent Multi-step Pipeline (35-40 min)<br>Connect Vector Search or Tool Calling for end-to-end output"]
Lab1 --> Lab2 --> Lab3
Gemini Live Real-time Streaming & Multimodal Track (Python / JS / Flutter)
flowchart TD
Live1["Lab 01: WebSocket Connection & Ephemeral Tokens (15-20 min)<br>Connect to gemini-3.1-flash-live-preview via LiveSession / SDK"]
Live2["Lab 02: Real-time Bidirectional Audio & VAD Handling (30-35 min)<br>Stream 16kHz PCM audio chunks and handle model speech playback<br>(Flutter: gemini_live | Python: google-genai | JS: @google/genai)"]
Live3["Lab 03: Real-time Multimodal (Camera/Video) & Live Tool Calling (30-35 min)<br>Stream JPEG video frames and execute real-time function calling"]
Live1 --> Live2 --> Live3
Starter vs Final Code Separation Guidelines
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 10d ago First seen · 86 lines · 54 tokens per session scan A 7ac2df07b343
hands-on-curriculum-builder is a skill published in the GitHub repository JAICHANGPARK/workshop-harness (5 stars, last pushed 9d ago), licensed MIT. It adds 54 tokens to every session and 988 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
hr-onboarding
A new-hire onboarding plan as a single page — first week schedule, buddy + manager intro, learning track, equipment checklist, and "you're set when…" outcomes. Use when the brief mentions "onboarding", "new hire", "first week plan", or "入职".
book-mirror
Take any book (EPUB/PDF), produce a personalized chapter-by-chapter analysis. Each chapter is preserved in detail (The Chapter) and mirrored back to the reader's actual life (The Mirror) using brain context. The mirror observes and resonates — a friend pointing out parallels, NOT a consultant rearranging the reader's…
miniapp
Build a tiny interactive HTML playground only when someone asks to see, play with, or step through a mechanism.
eli5
Explain research, papers, or technical ideas in plain English with minimal jargon, concrete analogies, and clear takeaways. Use when the user says "ELI5 this", asks for a simple explanation of a paper or research result, wants jargon removed, or asks what something technically dense actually means.
deck-course-module
A course or workshop slide template with persistent learning goals, teaching pages, multiple-choice self-tests, and a wrap-up.
master-yinguang
A reference-based assistant for questions about Yinguang and Pure Land Buddhism, a Buddhist tradition focused on faith, ethical living, and practice connected with rebirth in the Pure Land. It can answer in Yinguang’s historical teaching style.