markback 0.2.0

A compact, human-writable format for storing content paired with feedback/labels

MarkBack V2

A compact, human-writable format for storing content paired with feedback/labels.

Installation

pip install -e .

Quick Start

Parse a MarkBack file

from markback import parse_file, parse_string

# Parse a file
result = parse_file("labels.mb")
for record in result.records:
    print(f"{record.id}: {record.feedback}")

# Parse a string
text = """
@id example

Some content here.
<<< positive; good quality
"""
result = parse_string(text)

Write MarkBack files

from markback import Record, FileRef, write, append

# Write records to a file
records = [
    Record(feedback="good", id="item-1", content="First item"),
    Record(feedback="bad", id="item-2", content="Second item"),
]
write("output.mb", records)

# Append a single record
append("output.mb", Record(feedback="great", id="item-3", content="Third"))

Lint files

from markback import lint_file

result = lint_file("myfile.mb")
if result.has_errors:
    for d in result.diagnostics:
        print(d)

CLI Usage

The CLI is available via markback or mb (shorthand).

Annotate files

# Single file — inline feedback, appends to myfile.txt.mb
mb myfile.txt "good; clear writing"

# URL target — derives sidecar from last path segment (or hostname)
mb https://example.com/blog/post.html "great explanation"
# → writes post.html.mb with @file https://example.com/blog/post.html

# Quote a passage by editing the .mb file directly: inline content
# under an @file header can be a full snapshot OR an excerpt.
#   @file https://example.com/post.html
#
#   the quick brown fox jumps over the lazy dog
#   <<< awkward phrasing

# Multi-segment section: several comments on one source, no repeated headers.
#   @file ./essay.txt
#
#   the lazy fox
#   <<< awkward
#
#   weak ending
#   <<< needs punch

# With input reference (what produced the file)
mb output.txt "accurate" --input prompt.txt

# With tags and attribution
mb file.txt "good" --tag "review p1" --by [e-mail]

# Multiple files — same feedback for all
mb *.jpg -f "approved"

# Interactive mode — steps through each file
mb *.jpg --print

# Sweep pattern — track issues across batches
mb *.txt -f "issue-A" --scope "issue-A issue-B" --covers "./*.txt"

Utility commands

# Lint
mb --lint myfile.mb
mb --lint --json ./data/

# List records
mb --list myfile.mb

# Statistics
mb --stats myfile.mb

# Normalize to canonical format
mb --normalize input.mb
mb --normalize --in-place input.mb

# Convert between formats
mb --convert --to multi -o output.mb input.mb
mb --convert --to compact -o output.mb input.mb

# Upgrade V1 files to V2
mb --upgrade *.mb              # preview
mb --upgrade --apply --in-place *.mb  # apply

File Format

V2 Headers

Header	Purpose
@id	Record identifier (plain string)
@by	Who provided feedback
@tag	Space-separated tags
@input	What produced the content (e.g., a prompt)
@file	Path to the content being annotated

File-level headers (% prefix)

%markback 2
%scope issue-A issue-B
%covers ./gen/batch3/*.txt

Record examples

@id review-001
@by [e-mail]
@file ./src/auth.py:45-67
@tag security p0

<<< vulnerable; sql-injection in query builder

Compact label list

@file ./images/001.jpg <<< approved; scene=beach
@file ./images/002.jpg <<< rejected; too dark

Sidecar files

Content in report.pdf, annotation in report.pdf.mb:

@id report-001
<<< good; grade=B+

Sweep pattern

Track issues across batches with meaningful absence:

%markback 2
%scope issue-A issue-B
%covers ./gen/batch3/*.txt

@file ./gen/batch3/file2.txt <<< issue-B; tone is off
@file ./gen/batch3/file5.txt <<< issue-A; issue-B; both problems

Files matching %covers without annotations are implicitly clean for all %scope items.

V1 Backward Compatibility

V1 headers (@uri, @source, @prior) are automatically mapped to V2 equivalents with a W010 warning. The V2 parser reads V1 files transparently.

Development

pip install -e ".[dev]"
pytest

License

MIT