Paper Plane X CLI

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ppx is the JSON-first command-line client and external-agent integration package for Paper Plane X. It provides stable HTTP commands for project discovery, literature search, paper comparison, PDF parsing, project-file editing, and durable paper notes.

The package also ships two Agent Skills:

• ppx-researcher: evidence-driven literature research through a Paper Plane X project.
• ppx-pdf-to-markdown: local PDF conversion through the configured Paper Plane X parser.

Every remote command calls a running Paper Plane X Backend under /api/v1; the CLI never reads the backend database directly.

Who should use it

• Researchers who prefer terminal and scriptable workflows.
• Automation that needs predictable JSON output and non-zero failure codes.
• Codex, Claude Code, Pi agent, and other Agent Skills-compatible tools.
• Developers integrating Paper Plane X into local research pipelines.

Requirements

• Python 3.12+
• uv
• A running Paper Plane X Backend for remote commands
• A project ID for project-scoped commands

Installation

Install the released package from PyPI:

uv tool install paper-plane-x-cli
ppx --help

Upgrade or uninstall:

uv tool upgrade paper-plane-x-cli
uv tool uninstall paper-plane-x-cli

Install the current source checkout for development:

uv tool install .

Quick start

Configure the backend and a default project:

ppx context set --base-url http://127.0.0.1:8000/api/v1
ppx context set --project-id prj_x
ppx context show

Explore and compare project papers:

ppx project global-finder
ppx librarian search \
  --query-expr "(meta.title CONTAINS transformer)" \
  --limit 20
ppx librarian matrix \
  --paper-ids pap_a,pap_b \
  --field-paths meta.title,quick_scan.quick_summary
ppx librarian deep-dive \
  --paper-id pap_a \
  --question "What is the core contribution?"

Persist a result in the project workspace:

ppx files upload --source ./comparison.md --path /notes/comparison.md

Context resolution

ppx resolves configuration in this order:

1. command-line options: --base-url, --project-id;
2. environment variables named PPX_<CONFIG_KEY>, for example PPX_BASE_URL and PPX_PROJECT_ID;
3. local context: ./.paper-plane-x/context.json;
4. global context: ~/.config/paper-plane-x/context.json;
5. default base URL: http://127.0.0.1:8000/api/v1.

For context sources, the precedence is ENV > local JSON > global JSON. Local context is enabled by default, which is useful when each working directory maps to a different Paper Plane X project. Use --global only when saving shared defaults.

# Current directory (default)
ppx context set --base-url http://127.0.0.1:8000/api/v1
ppx context set --project-id prj_current

# Global defaults
ppx context set --global --base-url http://127.0.0.1:8000/api/v1
ppx context set --global --project-id prj_default

# Clear project_id from the local context
ppx context set --project-id null

project_id treats none, null, None, and NULL as explicit null values. With context set, they clear the key from the target JSON file; with the top-level --project-id option or PPX_PROJECT_ID, they disable the resolved project for that invocation.

For temporary or CI usage:

PPX_BASE_URL=http://127.0.0.1:8000/api/v1 \
PPX_PROJECT_ID=prj_x \
ppx project global-finder

Do not store secrets in context files. The CLI context contains server and project identifiers, not LLM API keys.

Command groups

Group	Purpose
ppx context	Set and inspect global or local context
ppx project	Project-level discovery
ppx librarian	Search, matrix comparison, and deep dive
ppx pdf	Convert a local PDF to Markdown and images
ppx paper	Upload local PDFs or download stored Markdown / PDF
ppx paper-note	Read, write, or delete durable paper notes
ppx files	List, read, write, upload, patch, and delete project files
ppx skills	Install or remove bundled Agent Skills

Run ppx <group> --help for authoritative options.

Project files

ppx files list --dir /
ppx files read --path /notes/idea.md
ppx files lines --path /draft.md --start-line 1 --end-line 40
ppx files find --path /draft.md --query "Related Work"
ppx files write --path /notes/idea.md --content "# Idea"
ppx files upload --source ./idea.md --path /notes/idea.md
ppx files patch \
  --path /draft.md \
  --action insert_after \
  --anchor-text "## Related Work" \
  --content "..."
ppx files delete --path /notes/obsolete.md

Project files are sandboxed by the backend: path traversal is rejected, only approved text/data extensions are accepted, and uploads are limited to 10 MB per file.

Prefer targeted find, lines, replace-*, or patch operations when an Agent modifies an existing document. This reduces accidental overwrites and makes failures explicit.

Paper resources and notes

Upload one local PDF. When a project context is present, the CLI first calls the general paper-upload API and then the existing project-link API; the Backend upload contract remains unchanged:

ppx paper upload --source ./paper.pdf

Verified metadata can be supplied with --title, repeated --author, --year, --publication, and --doi. Agents should omit these options unless the values come from an explicit trusted source. See README.zh.md for the full Chinese workflow.

Download the parsed Markdown stored for a paper:

ppx paper markdown --paper-id pap_x --save-dir ./paper-markdown

The default filename is <paper-id>.md; override it with --output-md-name.

Download the original PDF while preserving its uploaded bytes:

ppx paper pdf --paper-id pap_x --save-dir ./paper-pdf
ppx paper pdf --paper-id pap_x --save-dir ./paper-pdf --output-pdf-name source.pdf

The default filename is <paper-id>.pdf; override it with --output-pdf-name.

Maintain a durable paper note:

ppx paper-note get --paper-id pap_x
ppx paper-note write --paper-id pap_x --content "Stable research note"
ppx paper-note delete --paper-id pap_x

Use paper notes for stable conclusions about one paper. Use project files for cross-paper synthesis, matrices, plans, and drafts.

PDF to Markdown

ppx pdf parse --source ./paper.pdf --save-dir ./paper-pdf

The command uploads the PDF to the configured backend parser, writes Markdown and referenced images, prunes unreferenced images, and prints a JSON summary:

{
  "md_path": "paper-pdf/paper.md",
  "image_paths": ["paper-pdf/images/fig1.png"],
  "parser_type": "local_mineru"
}

Parser choice and credentials are managed by the backend Settings, not by the CLI.

Agent Skills

Bundled skills:

skills/ppx-researcher/SKILL.md
skills/ppx-pdf-to-markdown/SKILL.md
skills/ppx-paper-acquisition/SKILL.md

List and install them:

ppx skills list
ppx skills install

The default target is ${CODEX_HOME:-~/.codex}/skills. Use an explicit target for other tools:

Tool or scope	Command
Codex default	ppx skills install
Generic Agent Skills directory	ppx skills install --target-dir ~/.agents/skills
Pi agent	ppx skills install --target-dir ~/.pi/agent/skills
Claude Code user scope	ppx skills install --target-dir ~/.claude/skills
Claude Code project scope	ppx skills install --target-dir ./.claude/skills

Existing bundled skill directories are skipped unless --force is provided. uninstall removes only the bundled ppx-* skill names:

ppx skills uninstall
ppx skills uninstall --target-dir ~/.agents/skills

Restart the Agent application or open a new session after installation.

Output and automation contract

• Successful remote commands print JSON to stdout.
• HTTP, context, and validation failures print structured JSON to stderr.
• Failures return a non-zero exit code.
• Download commands write files only to the requested local directory.
• The CLI does not log or persist backend LLM credentials.

Scripts should parse JSON rather than human-readable terminal formatting.

Development

git clone https://github.com/WindLX/paper_plane_x_cli.git
cd paper_plane_x_cli
uv sync
uv run ppx --help

Quality checks:

just lint
just format-check
just typecheck
just test
just build
just pre-commit

Equivalent uv commands:

uv run ruff check src tests
uv run ruff format --check src tests
uv run pyright
uv run pytest
uv build

Contributing and pull requests

1. Create a focused branch from the latest main.
2. Preserve JSON output compatibility unless the change explicitly introduces a breaking contract.
3. Add tests for command parsing, context precedence, request payloads, and file output.
4. Update both README.md and README.zh.md for user-visible changes.
5. Update bundled Skill instructions when the workflow or CLI contract changes.
6. Run just pre-commit before opening a PR.

PR descriptions should include motivation, affected commands, compatibility impact, and verification commands. Never include API keys, private paper content, or local context files in issues or test fixtures.

Report problems at GitHub Issues.

Release

The CLI version is managed by the Paper Plane X monorepo VERSION file. A top-level vX.Y.Z release builds the wheel and source distribution and publishes them to PyPI through GitHub Actions Trusted Publishing.

Do not bump the CLI version independently; use the monorepo release process.

License

Paper Plane X CLI is licensed under the GNU Affero General Public License v3.0 or later.