Write or revise a student-facing Excel lesson for Math for Business Operations. Use for lessons 4 or 5 to 6 when the lesson teaches a new Excel tool, workbook pattern, or automation move before project rehearsal. This skill is for business-pressure hooks, explicit tool anatomy, safe simulator practice, workbook build sprints, workbook audit/explanation, and reflection. Do not use for lesson 1 launch lessons, lesson 2 to 3 or 4 accounting-principles lessons, lesson 7 project rehearsal, or lesson 8-10 project lessons.
bodangren0 スター2026/04/02
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スキル内容
Assume the repository's base lesson standard in AGENTS.md already applies. This skill adds only the Excel-lesson logic.
Goal
An Excel lesson should:
teach one clear Excel move or workbook pattern
connect that move to a real business decision or communication need
rehearse the logic safely before students touch the live workbook
produce a concrete workbook artifact by the end of phase 4
check both tool mechanics and model trustworthiness
This skill covers the core Excel-build lessons, not the project rehearsal lesson.
Use This Skill When
Use this skill when the lesson's main job is to:
introduce a specific Excel tool such as Goal Seek, Data Tables, validation, or lookup logic
teach a workbook pattern such as scenario tables, dashboard summaries, or linked outputs
build an investor-ready Excel artifact from prior accounting logic
move students from conceptual math to applied spreadsheet automation
Do Not Use This Skill When
関連 Skill
Do not use this skill if the lesson is mainly about:
launching the unit story
teaching an accounting rule or manual method before Excel
auditing a shared rehearsal workbook before the project
independent project production or milestone work
Use the separate project-rehearsal skill for lesson 7 style workbook audit and transfer lessons.
Core Writing Rules
Teach one dominant Excel move per lesson.
Start with business pressure, not software trivia.
Name the starting workbook state and the ending workbook artifact explicitly.
Keep the workbook logic tied to prior accounting reasoning.
Rehearse the logic in phase 3 before the real workbook sprint in phase 4.
Separate tool fluency from explanation and defense.
Keep page, workbook, tutorial, and file names aligned.
In phase 1, center investor or operator decision pressure, not a generic "fragile vs robust" contrast.
In phase 2, require show-and-tell instruction: formula pattern, plain-language meaning, and why it works.
If structured references are core to the move, include a decoder table that explains full-column vs row-level references.
In phase 3, default to guided rehearsal of workbook logic over quiz-style multiple choice.
In phase 4, prefer multiple sheet previews over one wide "all-in-one" reference grid.
Non-Negotiable Excel Rule
If the Excel procedure is fragile, multi-step, or easy to misconfigure, phase 3 must include a safe rehearsal component before phase 4 asks students to do the real build in Excel.
If workbook resources and page instructions diverge, fix the resources. Lesson pages are not complete until workbook and tutorial match the same build sequence.
Excel-Lesson Phase Contract
Phase 1: Tool Pressure
Purpose:
Create business urgency for the tool or workbook move.
Requirements:
open with a business or investor scenario where speed, clarity, or flexibility matters
make the tool feel necessary, not decorative
connect the lesson to the existing workbook or model
include one short comprehension or discussion move
frame the hook around concrete decision questions stakeholders will ask
Avoid:
feature lists without business context
generic "Excel is useful" exposition
overusing before/after "fragile vs robust" framing as the main storyline
Phase 2: Tool Anatomy
Purpose:
Teach the feature mechanics, the required inputs, and the common setup traps.
Requirements:
name the tool or workbook pattern clearly
explain the parts of the feature directly
show where the tool lives in Excel when relevant
include one short check on vocabulary, anatomy, or setup logic
teach at least one common failure mode
explicitly decode the formulas students will build (show formula, explain meaning, explain why)
include structured-reference interpretation when table references are central
Avoid:
discovery-first tool instruction
skipping prerequisites from the existing workbook
relying only on fill-in-the-blank or vocabulary checks when formula decoding is the real need
Phase 3: Safe Rehearsal
Purpose:
Practice the logic in a no-risk environment before students touch the live workbook.
Requirements:
use a custom simulator, manual logic trainer, or tightly bounded guided interaction
mirror the real workbook logic as closely as possible
give immediate feedback or reveal after an attempt
make the bridge to phase 4 explicit
include at least one explanation step where students translate formula logic into plain language
Avoid:
using only prose when the tool setup is fragile
broad sandbox interactions
a rehearsal task that does not match the phase-4 workbook move
turning phase 3 into a primary multiple-choice assessment when build-readiness is the goal
Phase 4: Workbook Sprint
Purpose:
Build the real Excel artifact.
Requirements:
state the exact starting workbook or download path
state the output students should finish by the end of class
include one reference model or layout guide
provide a short build sequence with no more than a few major blocks
include verification checkpoints after major build steps
include a Definition of Done or rubric
keep reference layout readable on page (split by workbook tab/sheet when needed)
ensure tab names in page instructions match workbook tab names exactly
Avoid:
assuming prior workbook success without naming a fallback or checkpoint
giant instruction dumps with no verification gates
workbook tasks with no visible deliverable
single ultra-wide reference grids that force horizontal scanning across unrelated logic blocks
Phase 5: Audit and Explain
Purpose:
Check tool understanding and require a brief workbook-based explanation or defense.
Requirements:
use a short technical or conceptual check
add one brief artifact task such as a memo, voice script, recommendation, or audit response
focus on trustworthiness, interpretation, and business communication
Avoid:
bloated assessments
turning phase 5 into a second build sprint
Phase 6: Reflection and Handoff
Purpose:
Lock in what the tool added to the model and preview the next workbook layer.
Requirements:
reflect on both tool use and professional judgment
name what the student can now do faster or more reliably
preview the next workbook layer or next lesson's build
Avoid:
major new instruction
long repetitive recap sections
Spreadsheet Component Rules
SpreadsheetWrapper is a preview component first, not a full Excel engine.
Use SpreadsheetWrapper when you need:
a reference layout
a static workbook mockup
a simple read-only model preview
a small controlled spreadsheet interaction with tested formulas
Do not rely on SpreadsheetWrapper for:
modern Excel-only formulas such as XLOOKUP
authentic formatting plus live computation in the same cells
chart wiring, dropdown validation behavior, or workbook QA workflows
the main practice loop for a fragile Excel procedure
Spreadsheet Authoring Rules
Treat any cell value that starts with = as a live formula.
If a formula should be displayed as text, prefix it with a leading space.
If a formula should actually calculate, referenced inputs must be raw numbers or plain numeric strings, not currency-formatted strings like $1,350 or labeled strings like 24 units.
Most lesson reference sheets should use precomputed outputs and formula-text-as-text.
Use explicit cell factory helpers for consistency.
Build rectangular grids with explicit blank cells instead of ragged rows.
Pass explicit columnLabels for reference models.
In read-only previews, set both cell-level readOnly: true and wrapper-level readOnly={true}.
Formula Guidance
Under the current component stack:
IFERROR and other simple functions may work
XLOOKUP should be treated as unsupported in SpreadsheetWrapper
currency-formatted strings will break arithmetic formulas
formula parse failures often collapse into generic spreadsheet errors
Therefore:
only use live formulas in SpreadsheetWrapper when the exact parser behavior has been tested
otherwise show formulas as text and show the expected outputs separately
Recommended Cell Helper Pattern
Prefer local helpers such as:
blankCell
textCell
numberCell
formulaTextCell
headerCell
formulaTextCell should store displayed formulas with a leading space so the wrapper does not execute them.
Simulator Rules
Phase-3 simulator components should:
mirror the real workbook move
expose the key input, target, and output relationship
include one or two common errors
give immediate feedback
end with a clear handoff to the actual workbook
prioritize guided walkthrough and explanation practice over point-scoring
If students need feedback, gating, hints, retries, or deliberate practice, use a custom simulator component instead of trying to make SpreadsheetWrapper do everything.
Workbook Continuity Rules
Every Excel lesson should define:
the required incoming workbook state
the file students should open or download
the exact sheet, block, or artifact they will build
the short evidence they will carry into phase 5
If the lesson depends on earlier workbook work, provide a checkpoint workbook, a fallback download, or a clearly named minimum starting state.
Resource Parity Checklist
Before finalizing an Excel lesson revision, verify:
phase pages, workbook tabs, and tutorial steps use the same sheet names and order
sample checkpoint numbers on pages match teacher workbook outputs
student workbook scaffolds exactly what phase 4 asks students to build
teacher workbook demonstrates the exact formula architecture described in phase 2 and phase 3
phase 4 reference previews are organized by sheet when the model is multi-sheet
Assessment Scope Note
If the user or track specifies that quality controls (validation, naming, error handling) are cross-unit norms:
mention them as professional expectations
do not make them the primary scored target for the lesson
What Not To Standardize From Unit 6
mismatches between page content and tutorial/workbook sequence
reference sheets that accidentally execute unsupported formulas
phase-4 pages that assume the prior workbook is already perfect
assessments that sprawl into a second full build task
Success Test
A strong Excel lesson should leave students able to answer:
What business problem does this Excel move solve?
What workbook inputs or prerequisites does it depend on?
What are the exact build steps?
What common setup error should I check first?
What workbook artifact proves I completed the lesson correctly?
How would I explain the result to a teacher, investor, or teammate?