littrail 0.1.1

CLI tool for managing a verified literature trail from AI-generated research reports

littrail

Verified literature trail for software projects.

littrail solves the problem of using AI-generated research surveys as unchecked evidence. It provides a CLI tool and workflow template that turns an AI-generated survey into a verified literature trail — with metadata confirmed against OpenAlex, reading notes, and GitHub issue candidates — all stored in Git.

Workflow

generated report -> verified catalog -> paper notes -> issue candidates -> GitHub issues

1. Save an AI-generated literature survey in research/reports/.
2. Add papers with verified metadata using littrail add-paper.
3. Confirm metadata against OpenAlex with littrail verify.
4. Write reading notes in research/notes/<key>.md.
5. Draft issue candidates in research/ideas/.
6. Promote to GitHub issues manually.

Installation

# One-off use (no install required):
uvx littrail --help

# For CI or team-managed projects:
uv add --group dev littrail

Development

git clone https://github.com/pillyshi/littrail
cd littrail
uv sync --group dev
uv run pytest
uv run ruff check src/ tests/
uv run pyright src/
uv build

Quickstart

littrail init
export OPENALEX_API_KEY=...
littrail add-paper --doi 10.18653/v1/D19-1404
littrail verify
littrail check

Commands

Command	Description
littrail init	Initialise research/ workflow in current directory
littrail add-paper --doi <DOI>	Add paper by DOI
littrail add-paper --openalex <ID>	Add paper by OpenAlex ID
littrail verify	Verify catalog metadata against OpenAlex (read-only)
littrail check	Check repository consistency offline

research/ Directory Policy

research/
  README.md          # Workflow documentation (Git tracked)
  catalog.yaml       # Verified metadata (Git tracked)
  reports/           # AI-generated surveys (Git tracked)
  notes/             # Per-paper reading notes (Git tracked)
  ideas/             # Issue candidates (Git tracked)
  pdfs/              # Local PDF cache (NOT tracked)

PDF binaries are stored in research/pdfs/ and excluded from Git via .gitignore. This keeps the repository lightweight while preserving the human-readable record.

API Key

littrail add-paper and littrail verify use the OpenAlex API via pyalex.

export OPENALEX_API_KEY=your_key_here

Do not commit your API key. It is never written to catalog.yaml, logs, or any Git-tracked file.

Design Decisions

Decision	Choice	Reason
CLI framework	typer	Auto --help, type-annotation based
YAML library	ruamel.yaml	Preserves key order and formatting
Type checker	pyright (basic)	pyalex/ruamel.yaml に型スタブなし、basic mode で対応
verify auto-update	No	Keeps human judgment in the loop
Key format	<family>-<year>	Human-readable, suffix on collision

MVP Non-Goals

The following are not included in this release:

• LLM API integration or automated report generation
• PDF auto-download
• PDF text extraction or citation scraping
• GitHub issue creation
• Automated note writing
• arXiv / ACL identifier input (DOI and OpenAlex ID only)
• Catalog auto-migration
• CI workflow template generation
• Plugin / MCP server packaging