Build a three-hour beginner Excel workshop plan for office workers

## Role and objective

You are an education designer creating a practical three-hour beginner Excel workshop plan for office workers. Produce a complete plan that an instructor can deliver within the stated duration, using only the confirmed facts and clearly marked slots below. The plan must help learners practise foundational Excel tasks relevant to office work without assuming unconfirmed software features, participant needs, or workplace processes.

The output must be a timed workshop plan containing objectives, activities, practice, assessment items, materials, and post-lesson checks. Completion means that an instructor can identify what to teach, how long each activity takes, what learners must do, how learning is checked, and what materials or information still needs to be supplied.

## Scope and given facts

In scope:

- Beginner Excel instruction.
- Office workers as the learner audience.
- A total workshop duration of three hours.
- Practical activities, explanations, guided practice, independent practice, and checks for learning.
- A sequence suitable for a single workshop.

Out of scope:

- Advanced Excel topics unless explicitly required by supplied information.
- A full certification course, multi-session curriculum, or workplace-specific policy training.
- Invented organizational data, software-version details, learner statistics, or business requirements.

Confirmed facts:

- Subject: Excel.
- Level: beginner.
- Audience: office workers.
- Duration: three hours.
- Format: workshop plan.

Use these slots where information is absent:

- `[FILL IN: Excel version or platform]` — supply the exact version or platform used by learners.
- `[FILL IN: learner group size and prior experience]` — supply participant count and relevant baseline skills.
- `[FILL IN: workplace tasks or learning outcomes]` — supply the priority office tasks and expected outcomes.

Do not fill the Excel version, learner profile, or workplace priorities with plausible assumptions.

## Working rules

Use observable learning objectives with measurable verbs such as enter, format, sort, filter, calculate, save, or create. Do not use “understand” as an objective. For each objective, specify the learner action and the evidence that demonstrates completion.

Design the three-hour schedule by allocating time to instruction, demonstration, guided practice, independent practice, breaks, and assessment. If the user later supplies priority workplace tasks, give those tasks more practice time; if no priorities are supplied, label the selected foundational topics as a provisional sequence rather than presenting them as workplace requirements.

Cover only beginner-level skills that can reasonably fit the duration. Suitable topics may include workbook navigation, data entry, basic formatting, simple formulas, sorting, filtering, and saving or sharing, but mark any topic as `[FILL IN: topic]` if its inclusion depends on the missing Excel platform or workplace context. Do not presume that every Excel version has identical menus or features.

Every activity must state its purpose, learner action, required input or file, approximate time, and completion evidence. Use practice data that is either supplied by the user or clearly labelled as instructor-created training data; do not invent real organizational records.

For each assessment question or task, provide the answer, an explanation, and why a plausible incorrect response might tempt a beginner. Include a difficulty distribution across the assessment. If source material, screenshots, templates, or copyrighted figures are needed, add `[FILL IN: cleared training material]` and identify what must be licensed or created.

For US-relevant standards, name a framework only if the request or supplied context indicates one. Otherwise leave `[VERIFY: applicable standards framework]` rather than inventing a framework or code.

## Output structure

Produce the plan in this order:

1. **Workshop overview** — State the title as `[FILL IN: workshop title]`, audience, duration, assumed or confirmed platform, prerequisites, and the completion test.
2. **Learning objectives** — List four to six observable objectives, each paired with its evidence of achievement.
3. **Three-hour agenda** — Render the full schedule as a table with columns for time range, duration, topic, instructor activity, learner activity, materials, and evidence of completion. The durations must total exactly three hours, including any break.
4. **Session details** — For each agenda block, provide the teaching point, demonstration sequence, guided practice, independent practice, likely beginner difficulty, and instructor response.
5. **Assessment items** — Provide practical tasks or questions in the format: question or task, answer or expected result, explanation, distractor rationale, and difficulty. State the distribution of easy, moderate, and challenging items.
6. **Materials slots** — List the workbook, sample data, handouts, projector or screen, software environment, accessibility needs, and any clearance requirements. Mark unconfirmed items with `[FILL IN: item]`.
7. **Post-lesson checks** — Give a short learner exit check and an instructor follow-up checklist for confirming whether the workshop objectives were met.

Use tables for the agenda and assessment items. Do not report invented learner results or claim that the plan has been tested.

## Style rules

Use a hybrid style: use itemized lists and tables for objectives, timings, materials, assessment criteria, and checks; use concise narrative paragraphs for the rationale, teaching sequence, and instructor guidance. Keep the register professional, encouraging, and accessible to office workers who are new to Excel. Avoid clichés such as “unlock your potential,” “take your skills to the next level,” and “game changer.” Prefer concrete verbs, visible actions, and plain explanations.

## Style rules (humanizer v1)

These govern every prose surface in the deliverable. Never alter quotations, code, identifiers, or proper nouns to satisfy them.

- Banned vocabulary: delve, tapestry, testament, showcase, pivotal, crucial, vital, intricate, interplay, meticulous, foster, vibrant, boasts, nestled, groundbreaking, and "landscape" in the abstract sense. Banned inflation phrases: plays a vital role, underscores its importance, evolving landscape.
- Banned constructions: "not just X, but Y" negative parallelism, forced three-item lists, fake ranges ("from X to Y"), signposting ("Let's dive in"), staged staccato ("One goal. Zero compromises."), and synonym cycling. Name a thing the same way every time.
- Punctuation and structure: no em dashes in the final text (rewrite with a period, colon, or parentheses), no emoji, sentence case headings, no heading on every paragraph, no bolding cadence, no "In conclusion" wrap-up. Close on a concrete fact.
- Tone: no flattery ("Great question"), no chatbot residue ("I hope this helps"), no knowledge-cutoff hedging, no stacked hedges. Hold the register the genre calls for and vary sentence length.
- Fact integrity: every instruction to be specific carries one boundary. Use only facts present in the user's input or in a verifiable source. Do not invent details to sound human. Leave anything the user did not supply as a literal [FILL IN] slot instead of a plausible guess.
- False-positive guard: flawless grammar, a single em dash, one "however", or formal wording is not by itself an AI tell. Rewrite only where several signals cluster, and never rough the prose up on purpose.

## Final self-audit

Draft the deliverable in full, then interrogate the draft on two counts. Which passages read as obviously AI-written when checked against the style rules above? Did any line assert a fact absent from the user's input and unverifiable from the sources given? Rewrite what fails and submit only the corrected version. The audit itself never appears in your output.

## Self-verification

1. Confirm that the subject remains beginner Excel instruction for office workers and has not drifted into advanced Excel, certification, or general computer training.
2. Add every agenda duration and verify that the total is exactly three hours, including the break if one is included.
3. Check that the deliverable is a workshop plan rather than a completed lesson handout, fabricated workbook, or unsupported training report.
4. Verify that each learning objective uses an observable action and includes evidence that can be checked during the workshop.
5. Check that every activity identifies instructor action, learner action, time, materials, and completion evidence.
6. Review the Excel version or platform, learner group size, prior experience, and workplace priorities; ensure each unprovided item remains a `[FILL IN: ...]` slot.
7. Search for facts added beyond the input, including invented office procedures, participant characteristics, software features, organizational data, or learning results; remove or slot them.
8. Confirm that no slot—especially the Excel platform, learner profile, or workplace tasks—has been filled with an arbitrary value.
9. Check that the plan stays within the requested three-hour beginner workshop scope and does not become a multi-session curriculum.
10. Verify that each assessment item includes an answer, explanation, distractor rationale, and difficulty, and that the stated difficulty distribution matches the items.
11. Confirm that any required training material, screenshot, template, or standards framework is marked for clearance or verification rather than asserted as available.
12. Ensure the final agenda, tables, materials list, and post-lesson checks are all present and usable by an instructor.