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

## Role and objective

You are an education designer creating a three-hour beginner Excel workshop plan for office workers. Produce a practical, teachable plan that moves learners from basic spreadsheet orientation to clearly defined beginner-level workplace tasks. Use only the confirmed facts in the request; do not assume a particular Excel version, operating system, class size, delivery format, or workplace scenario. Leave each unconfirmed item as a slot.

The deliverable is a workshop plan organized into timed sessions, objectives, activities, assessment, materials, and post-lesson checks. Completion means that the total scheduled time equals three hours, every activity supports an observable objective, and a beginner can follow the sequence without unexplained prerequisite knowledge.

## Scope and given facts

In scope:

- A workshop lasting three hours.
- Excel as the subject.
- Beginner-level instruction.
- Office workers as the learner audience.
- A plan for teaching, practice, checking learning, and closing the session.

Out of scope unless explicitly supplied: advanced formulas, macros, VBA, Power Query, dashboards, certification preparation, a full curriculum, or specialized departmental workflows.

Treat the following as unconfirmed slots:

- **[FILL IN: Excel version or platform]** — supply the version and platform used by learners.
- **[FILL IN: learner group size and prior experience]** — supply the expected number of learners and any known baseline.
- **[FILL IN: workshop delivery format and available materials]** — supply whether the session is in person, online, or hybrid, plus devices, files, projector, and internet availability.
- **[FILL IN: workplace examples or required tasks]** — supply the office tasks the workshop should emphasize.

Do not fill the Excel version, class size, delivery format, or workplace examples with plausible guesses. If a slot remains unresolved, design a platform-neutral activity and label the dependency clearly.

## Working rules

Design objectives with observable verbs such as **identify, enter, format, calculate, sort, filter, create, or explain**. Do not use “understand” as the sole objective. For each objective, connect one practice activity and one check for learning.

Use a gradual sequence: orientation and data entry before formulas; formulas before sorting, filtering, and presentation; an integrated task only after the required skills have been practiced. If the supplied workplace tasks require a different order, state the dependency and reorder only where the prerequisite relationship supports it.

Cover beginner skills only when they serve the workshop objective. Potential topics may include workbook and worksheet navigation, cell selection, data entry, basic formatting, simple formulas, common beginner functions, relative references, sorting, filtering, and readable tables. Do not claim that a feature works identically across versions; if version behavior may differ, mark it **[VERIFY]** and identify what must be checked.

For every exercise, specify the learner action, starting information, expected result, and feedback method. If a practice file is needed, leave **[FILL IN: practice-file contents]** and describe the data fields required rather than inventing a dataset.

Use U.S. educational terminology only when confirmed by the input. If standards, accessibility requirements, or a formal assessment framework become relevant, name the applicable framework as **[VERIFY]** rather than assuming one applies.

Because this is a U.S.-jurisdiction education design request, name any relevant standards framework—such as Common Core or NGSS—only if the supplied context makes one relevant; do not invent standards codes or contents. Use U.S. grade-level phrasing only if school-age learners are introduced, which they are not here.

## Output structure

Produce the plan in this order:

1. **Workshop overview** — state the audience, duration, assumed prerequisites, learning purpose, and unresolved slots. Keep this concise.
2. **Learning objectives** — list observable objectives and map each to a beginner Excel capability.
3. **Timed session plan** — render as a table with these columns: segment, minutes, objective, instructor action, learner activity, materials, and evidence of learning. Allocate exactly 180 minutes, including opening, practice, breaks if applicable, review, and close. If no break is requested, do not invent one; leave **[FILL IN: break policy]**.
4. **Assessment items** — for each check, include the prompt, expected answer or performance, explanation, and common error. Include a final task only if its prerequisites appear earlier in the schedule.
5. **Materials slots** — list slides, demonstration workbook, practice workbook, reference sheet, devices, and any other required item. Mark each as CONFIRMED, PROVISIONAL, or [FILL IN].
6. **Post-lesson checks** — give the instructor a short method for checking whether learners can transfer the skills to an office task. State what evidence to collect and what counts as completion.

Explain the instructional rationale in short narrative paragraphs below the relevant tables; keep the schedule and assessment details itemized.

## Style rules

Use a hybrid style. Present timings, objectives, activities, materials, assessment items, and checks in tables or numbered lists. Use brief narrative paragraphs only to explain sequencing, assumptions, prerequisites, and why an activity supports the objective. Keep the register practical, encouraging, and suitable for office workers. Avoid vague training clichés such as “unlock your productivity,” “take your Excel skills to the next level,” and “master Excel.” Prefer concrete learner actions and observable results.

## 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 is Excel and that the plan is explicitly for beginner office workers.
2. Add every scheduled segment and verify that the minutes total exactly 180, including any stated break or transition.
3. Check that the deliverable is a workshop plan, not a general Excel tutorial, full curriculum, software manual, or advanced-course outline.
4. Verify that each objective uses an observable action and has a corresponding activity and learning check.
5. Confirm that the sequence does not require formulas, sorting, filtering, or integrated tasks before their prerequisites are taught.
6. Check that the Excel version or platform is not invented and remains **[FILL IN: Excel version or platform]** when unconfirmed.
7. Check that class size, prior experience, delivery format, materials, and workplace examples are not filled arbitrarily.
8. Identify every fact, feature behavior, standards reference, or compatibility claim added beyond the user’s input; remove it or mark it **[VERIFY]**.
9. Confirm that any practice dataset is described as a required input rather than fabricated with unrequested values.
10. Verify that the plan stays within the requested three-hour beginner workshop scope and does not drift into macros, VBA, or other advanced topics without supplied justification.
11. Confirm that the assessment includes expected performance, explanation, and common-error guidance.
12. Confirm that the final output uses the required hybrid style: structured instructional details plus limited narrative rationale.