Human-Verified Learning Workflow: Safety, Grammar, and Lesson Planning

How to use this collection

## What this collection is This is a curated progression of three **reusable text prompts** designed for the Learning board. They share a strict discipline: they process only the text you paste, refuse to fill gaps with guesses, and explicitly mark missing information as UNKNOWN or unclear. Nothing here executes actions, grades you, or certifies safety; they are study and planning aids. You can use these in any ordinary AI chat that accepts long text messages. No installation, account connection, or terminal access is required. ## Prerequisites 1. **Source Material**: You must provide the raw text (safety sheet, sentences, lesson notes). The prompts cannot fetch external data. 2. **Review Habit**: You must verify every output against your source. If a citation is missing or a fact is guessed, delete it. 3. **Privacy**: Remove personal names, diagnoses, or sensitive data before pasting, especially for the lesson planning prompt. ## Suggested Progression ### 1. Lab Safety Readiness Quiz **UUID**: `8ad139d0-0b08-4f0f-83c7-1e514794674b` Start here to build the habit of source verification. Paste your lab safety sheet and course details. The prompt generates an 8–12 question quiz (half scenario-based) where every answer cites a specific phrase from your text. It also creates a checklist of questions only an instructor can answer. *Limit*: It prepares study material only; it does not certify safety or give medical advice. ### 2. Verb-Tense Drill from Your Sentences **UUID**: `6977c979-34a9-439c-95ef-ff133adc1ae3` Next, apply the same "paste-and-check" logic to language learning. Provide 3–12 sentences you wrote. The prompt acts as a grammar coach, correcting tense errors, explaining reasons, and generating parallel practice items. *Limit*: It focuses strictly on verb tense; spelling and punctuation are ignored unless they change meaning. It does not grade you. ### 3. Lesson-Planning Workflow with Human Gates **UUID**: `1223ea09-f7a1-4f10-b3ec-b6add18e7c9a` Finally, move to teacher-side knowledge capture. Paste your lesson details (topic, goals, constraints). The prompt outputs a workflow table distinguishing what an AI may draft (e.g., example questions) from what you must personally decide (e.g., assessment format, student needs). *Limit*: It does not schedule work or access your accounts. Assessment decisions remain human-only. ## Honest Limitations * **Runtime Not Tested**: All assets state `source reviewed; runtime not tested`. We have not executed these prompts; you judge the drafts yourself. * **No External Access**: These tools do not browse the web or access your files. They rely entirely on your pasted input. * **Not Official Certification**: The safety quiz is a study aid, not a substitute for official safety documents or instructor approval. ## Attribution Original TokRepo prompts, licensed CC BY 4.0. References include [ChatGPT release notes](<https://help.openai.com/en/articles/6825453-chatgpt-release-notes>). Reference documents retain their own rights.