bcpractice 0.1.0

CLI tool to generate AP BC Calculus practice problems using AI

bcpractice

AI-powered AP Calculus BC practice problem generator

Generate exam-quality practice sets in seconds. Select your topics, choose your length, get a professional PDF.

Installation • Quick Start • Features • Topics

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Why bcpractice?

Preparing for the AP Calculus BC exam requires extensive practice. Creating quality problem sets manually is time-consuming. bcpractice solves this by leveraging AI to generate diverse, curriculum-aligned problems instantly.

• Instant generation — Full practice sets in under a minute
• Exam-authentic — Problems mirror actual AP free-response format
• Complete curriculum — All 10 units, 111 topics covered
• Print-ready PDFs — Professional LaTeX formatting with score tables and workspace

Installation

pip install bcpractice

Requirements

• Python 3.9+

• LaTeX distribution (for PDF compilation):

  Platform	Command
  macOS	brew install --cask mactex
  Ubuntu/Debian	sudo apt install texlive-full
  Windows	MiKTeX

• API Key — OpenAI or Anthropic (bring your own)

Quick Start

1. Configure your API key

bcpractice setup

Select your provider (OpenAI or Anthropic) and enter your API key. Configuration is stored locally in ~/.bcpractice/.

2. Generate problems

bcpractice generate

Follow the interactive prompts to:

1. Select topics (by unit or individual topics)
2. Choose length (Quick / Medium / Full)
3. Receive your PDF

3. Start practicing

Your PDF includes:

• Cover page with name/date fields
• Organized sections by technique
• Point values for each problem
• Adequate workspace for solutions

Features

Feature	Description
Flexible Selection	Choose entire units or cherry-pick specific topics
Three Lengths	Quick (5-8), Medium (12-15), or Full (20-25) problems
Smart Sectioning	Problems organized by technique (Riemann Sums, FTC, etc.)
Graph Support	Auto-generated TikZ graphs for visual problems
Difficulty Mix	~30% basic, ~50% moderate, ~20% challenging
Multi-part Problems	Complex problems with labeled parts (a, b, c...)

Commands

Command	Description
bcpractice setup	Configure API provider and key
bcpractice generate	Generate a new practice set
bcpractice topics	List all available topics
bcpractice reset	Clear saved configuration

Options

bcpractice generate --output ./exams    # Custom output directory
bcpractice generate --length quick      # Skip length prompt

Topic Coverage

Full AP Calculus BC curriculum based on the College Board Course and Exam Description.

Unit	Name	Topics
1	Limits and Continuity	16
2	Differentiation: Definition and Fundamental Properties	10
3	Differentiation: Composite, Implicit, and Inverse Functions	6
4	Contextual Applications of Differentiation	7
5	Analytical Applications of Differentiation	12
6	Integration and Accumulation of Change	14
7	Differential Equations	9
8	Applications of Integration	13
9	Parametric, Polar, and Vector Functions	9
10	Infinite Sequences and Series	15

Topics marked [BC] are exclusive to Calculus BC and not covered in AB.

Configuration

Environment Variables

Skip bcpractice setup by setting environment variables:

# OpenAI
export OPENAI_API_KEY="sk-..."

# Anthropic
export ANTHROPIC_API_KEY="sk-ant-..."

Config Location

Configuration is stored at ~/.bcpractice/config.json with restricted permissions (600).

Example Output

Generated PDFs feature:

┌─────────────────────────────────────────┐
│           BC Calculus                   │
│        Practice Problems                │
│     Unit 6: Integration                 │
├─────────────────────────────────────────┤
│  Name: _____________  Date: _________   │
│                                         │
│  ┌─────────────────────────────────┐    │
│  │ Instructions                    │    │
│  │ • 13 problems (52 points)       │    │
│  │ • No calculator unless marked   │    │
│  │ • Show all work                 │    │
│  └─────────────────────────────────┘    │
│                                         │
│  Section A: Riemann Sums     12 pts     │
│  Section B: FTC              20 pts     │
│  Section C: U-Substitution   20 pts     │
│  ───────────────────────────────────    │
│  TOTAL                       52 pts     │
└─────────────────────────────────────────┘

Contributing

Contributions are welcome! Please feel free to submit a Pull Request. For major changes, open an issue first to discuss what you'd like to change.

License

MIT — Use it freely.

Acknowledgments

• Curriculum structure: College Board AP Calculus BC
• Topic organization: FlippedMath

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Made for students, by a student.