astr201-problems-solutions

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Use when drafting or auditing ASTR 201 assessment problems or solutions and you must enforce the problems-and-solutions contract, taxonomy labels, tool tags, and exam/HW constraints.

astrobytes-edu By astrobytes-edu schedule Updated 2/4/2026

name: astr201-problems-solutions description: Use when drafting or auditing ASTR 201 assessment problems or solutions and you must enforce the problems-and-solutions contract, taxonomy labels, tool tags, and exam/HW constraints.

ASTR 201 Problems & Solutions

Overview

Use this skill to enforce the ASTR 201 Problems & Solutions contract: every problem is labeled, tool-balanced, and paired with solutions that show reasoning, units, and sanity checks.

When to Use

  • Building reading problem banks
  • Selecting homework subsets
  • Writing exam questions
  • Drafting solutions
  • Auditing any assessment artifact (problems or solutions)

When NOT to Use

  • Lecture slides or readings (use lecture-writing)
  • Purely administrative documents

Core Pattern

Problem label (hidden):

<!-- Problem: Calculation / Application / O→M→I / Tools: Scaling/Ratio, Unit-Conversion / ⭐⭐ -->

Solution skeleton (calculation):

**Given:** ... (with units)
**Find:** ...
**Equation:** ...
**Steps:** ...
**Unit check:** ...
**Sanity check:** ...
**Answer:** ... (with units)

Quick Reference

Item Required
Label format Type / Depth / O→M→I / Tools: ... / ⭐
Tool tags Instructor-only; never visible to students
Unit system CGS by default; label if SI appears
Pipeline Reading bank -> HW subset -> Exam subset
Exams No ⭐⭐⭐; 40-50% conceptual, 40-50% calculation, max 1 synthesis
O→M→I minimums Reading: 3+; HW: 2+; Exams: 2+

Implementation Checklist

  1. Label every problem with Type, Depth, O→M→I, Tools, and Stars (hidden comment).
  2. Enforce the pipeline: build reading bank first, then select HW, then select exams.
  3. Check recipe counts (reading 8-12; HW 6-8; exam mix as above).
  4. Write solutions in full structure (units, steps, sanity check, interpretation).
  5. Verify tool balance (at least 3 tools; no single tool > 50%).

Common Mistakes

  • Skipping labels to save time
  • Showing tool tags to students
  • Using ⭐⭐⭐ on exams
  • Solutions that only list final answers
  • Missing unit checks or sanity checks

Rationalizations and Counters

Excuse Reality
"I will add labels later" Labels define the assessment; no label = not done.
"Exams can be harder since they are cumulative" Contract says exams are easier than HW.
"All calculation problems are faster" Balanced types are required by recipe.
"Tool tags are optional" Tool tags enforce balance and must be included (hidden).
"I can show tool tags to students to help them" Tool tags are instructor-only and must stay hidden.

Red Flags - Stop and Fix

  • "Just post the answers"
  • "No time for labels"
  • "This exam problem is hard but fine"
  • "O→M→I tagging is optional"
  • "Show tool tags to students"

Example (Conceptual)

<!-- Problem: Conceptual / Connection / O→M→I / Tools: Model-Inversion, Uncertainty/Assumptions / ⭐⭐ -->
**Problem.** A star's spectrum shifts redward. What was measured, and what was inferred?
Install via CLI
npx skills add https://github.com/astrobytes-edu/astr201-sp26 --skill astr201-problems-solutions
Repository Details
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