promptdiff-ai 1.0.0

Semantic diff for LLM prompt changes

promptdiff

Semantic diff for LLM prompt changes. Part of the prompttools suite.

Unlike generic text diffing, promptdiff understands prompt structure: messages, variables, metadata, and token counts. It classifies changes as breaking or non-breaking and outputs structured reports suitable for CI/CD pipelines and GitHub PR comments.

Installation

pip install promptdiff-ai

Quick Start

# Compare two prompt files
promptdiff old_prompt.yaml new_prompt.yaml

# JSON output for CI pipelines
promptdiff old.yaml new.yaml --format json

# Markdown output for GitHub PR comments
promptdiff old.yaml new.yaml --format markdown

# Exit with code 1 if breaking changes are found (CI gate)
promptdiff old.yaml new.yaml --exit-on-breaking

# Show per-message token breakdowns
promptdiff old.yaml new.yaml --token-detail

What It Detects

Message-Level Changes

• Added, removed, or modified messages
• Per-message token deltas
• Unified content diffs within modified messages

Variable Changes

• New variables (with or without defaults)
• Removed variables
• Modified default values

Metadata Changes

• Model changes
• Added/removed/modified metadata keys

Token Deltas

• Total token count comparison
• Percentage change
• Per-message breakdowns (with --token-detail)

Breaking Change Classification

Breaking (High Severity)

• New required variable -- a variable added without a default value; existing callers will fail
• Removed variable -- callers referencing this variable will break
• Removed message -- changes the prompt structure

Breaking (Medium Severity)

• Model change -- may affect behavior, pricing, and capabilities
• Role ordering change -- may affect model behavior

Non-Breaking

• Added variable with a default value
• Added messages (extends the prompt)
• Content modifications within existing messages
• Metadata changes (except model)

Output Formats

Text (default)

Rich terminal output with color-coded diffs:

Prompt Diff: new_prompt.yaml
  old: a1b2c3d4e5f6  new: f6e5d4c3b2a1

BREAKING CHANGES (2):
  HIGH [variable] Variable 'tone' was removed
  MEDIUM [model] Model changed from 'gpt-4' to 'gpt-4o'

Token Delta:
  150 -> 165 (+15, +10.0%)

Messages (1 changed):
  ~ system
      System message content modified

JSON

Structured JSON for programmatic consumption:

promptdiff old.yaml new.yaml --format json

Markdown

GitHub-flavored Markdown for PR comments:

promptdiff old.yaml new.yaml --format markdown

Python API

from promptdiff import diff_files, format_text, format_json

# Compare two files
result = diff_files("prompts/v1.yaml", "prompts/v2.yaml")

# Check for breaking changes
if result.is_breaking:
    for bc in result.breaking_changes:
        print(f"[{bc.severity}] {bc.description}")

# Get token delta
print(f"Tokens: {result.token_delta.old_total} -> {result.token_delta.new_total}")

# Format output
print(format_text(result))

CLI Reference

Usage: promptdiff [OPTIONS] FILE_A FILE_B

Arguments:
  FILE_A  Path to the old prompt file
  FILE_B  Path to the new prompt file

Options:
  -f, --format [text|json|markdown]  Output format (default: text)
  --exit-on-breaking                 Exit with code 1 if breaking changes found
  --token-detail                     Show per-message token breakdowns
  -e, --encoding TEXT                tiktoken encoding (default: cl100k_base)
  -V, --version                      Show version and exit
  --help                             Show this message and exit

Supported File Formats

All formats supported by prompttools-core:

• YAML (.yaml, .yml)
• JSON (.json)
• Markdown (.md)
• Text (.txt)

License

MIT