CLI client for the Wagtail Write API, optimised for LLM orchestration
Project description
wagapi
A CLI client for wagtail-write-api, optimised for LLM orchestration.
wagapi is a thin, predictable HTTP client that translates CLI commands into wagtail-write-api HTTP calls and returns structured output. The intelligence lives in the LLM that orchestrates it.
# Discover the content model
wagapi schema
# Learn the fields for a page type
wagapi schema testapp.BlogPage
# Create a page with markdown body
wagapi pages create testapp.BlogPage --parent /blog/ \
--title "Iris Murdoch" --field "body:A philosopher and novelist." --publish
Installation
# One-shot via uvx (no install needed)
uvx wagapi schema
# Or install permanently
pip install wagapi
# or
uv tool install wagapi
Python 3.10+ required.
Quick start
1. Set up a Wagtail site with wagtail-write-api
Follow the example app guide to get a local Wagtail instance running with wagtail-write-api:
cd wagtail-write-api/example
uv run python manage.py migrate
uv run python manage.py seed_demo
uv run python manage.py runserver
seed_demo prints API tokens for several test users:
--- API Tokens ---
admin: 25e620d83a9c4a591f5986b1b74bbd4b7365c4be
editor: 4fbeb9c8...
moderator: 6c8b9634...
reviewer: a2377491...
2. Configure wagapi
export WAGAPI_URL=http://localhost:8000/api/write/v1
export WAGAPI_TOKEN=25e620d83a9c4a591f5986b1b74bbd4b7365c4be
Or run wagapi init to save credentials to ~/.wagapi.toml.
3. Explore the content model
wagapi schema
testapp.SimplePage — "simple page"
Fields: title, slug, alias_of, body, id
Parents: wagtailcore.Page, testapp.SimplePage, testapp.EventPage
Children: wagtailcore.Page, testapp.SimplePage, testapp.BlogIndexPage, testapp.EventPage
testapp.BlogPage — "blog page"
Fields: title, slug, alias_of, published_date, feed_image, body, authors, id
Parents: testapp.BlogIndexPage
Children: (none)
...
Get the full field schema for a type:
wagapi schema testapp.BlogPage
4. Browse existing pages
wagapi pages list
wagapi pages get 3 # use an ID from the list above
5. Create a page
wagapi pages create testapp.BlogPage --parent /blog/ \
--title "Iris Murdoch" \
--field "body:## A Philosopher and Novelist
Iris Murdoch (1919–1999) was an Irish-British novelist and philosopher.
She argued that moral progress comes from **attention**."
The --field flag auto-detects StreamField and RichTextField fields via the schema. StreamField values are converted from markdown to blocks; RichTextField values are sent as markdown for server-side conversion. Use --streamfield FIELD:MARKDOWN to explicitly convert without a schema fetch.
6. Publish, update, and manage
# Publish a draft (use the page ID returned by create)
wagapi pages publish <ID>
# Update a page
wagapi pages update <ID> --title "Iris Murdoch: The Sovereignty of Good"
# Create and publish in one step, using a URL path as parent
wagapi pages create testapp.BlogPage --parent /blog/ \
--title "Simone Weil" \
--field "body:Simone Weil was a French philosopher and mystic." \
--field published_date:2026-04-07 \
--publish
# Unpublish
wagapi pages unpublish <ID>
# Delete (prompts for confirmation)
wagapi pages delete <ID>
7. Inspect requests
# See HTTP request/response details
wagapi -v pages get <ID>
# Preview without executing
wagapi --dry-run pages create testapp.SimplePage --parent / --title "Test"
8. Pipe-friendly JSON output
When piped, output is JSON automatically:
wagapi pages list | jq '.items[].title'
wagapi schema testapp.BlogPage | cat
Force a format with --json or --human:
wagapi --human pages list
wagapi --json pages get 42
Configuration
Config priority
Settings are resolved in this order (highest priority first):
| Priority | Source | Example |
|---|---|---|
| 1 (highest) | CLI flags | --url, --token |
| 2 | Environment variables | WAGAPI_URL, WAGAPI_TOKEN |
| 3 | Project dotfile | ./.wagapi.toml |
| 4 (lowest) | User dotfile | ~/.wagapi.toml |
Dotfile format
# ~/.wagapi.toml
url = "https://cms.example.com/api/write/v1"
token = "abc123def456"
Commands
Global flags
| Flag | Env var | Description |
|---|---|---|
--url URL |
WAGAPI_URL |
API base URL |
--token TOKEN |
WAGAPI_TOKEN |
Auth token |
--json |
— | Force JSON output |
--human |
— | Force human output |
--verbose / -v |
— | Print HTTP request/response details to stderr |
--dry-run |
— | Print the HTTP request that would be sent |
wagapi init
Interactive setup that writes ~/.wagapi.toml:
$ wagapi init
Wagtail Write API URL: https://cms.example.com/api/write/v1
API Token: ****************************
Testing connection... ✓ Connected (3 page types found)
Config written to ~/.wagapi.toml
If --url and --token are both provided, skips interactive prompts.
wagapi schema
List available page types, or show the full field schema for a specific type:
wagapi schema # list page types (default)
wagapi schema --snippets # list snippet types only
wagapi schema --all # list both page and snippet types
wagapi schema testapp.BlogPage # show fields, parents, children
wagapi schema --snippets testapp.Category # show snippet schema
JSON output returns the raw schema from the API verbatim, including create_schema, patch_schema, and read_schema.
wagapi pages list
wagapi pages list [OPTIONS]
| Option | Description |
|---|---|
--type TYPE |
Filter by page type, e.g. testapp.BlogPage |
--parent ID_OR_PATH |
Direct children of page ID or URL path (e.g. 5 or /blog/) |
--descendant-of ID_OR_PATH |
All descendants of page ID or URL path |
--status STATUS |
draft, live, or live+draft |
--slug SLUG |
Exact slug match |
--path PATH |
Exact URL path match, e.g. /blog/my-post/ |
--search QUERY |
Full-text search |
--order FIELD |
Sort field, e.g. title, -first_published_at |
--limit N |
Items per page (default: 20) |
--offset N |
Pagination offset |
wagapi pages get
wagapi pages get 42
wagapi pages get 42 --version live
wagapi pages create
wagapi pages create <type> --parent ID_OR_PATH --title TITLE [OPTIONS]
| Option | Description |
|---|---|
--parent ID_OR_PATH |
Required. Parent page ID or URL path (e.g. /blog/) |
--title TITLE |
Required. Page title |
--slug SLUG |
URL slug (auto-generated from title if omitted) |
--field KEY:VALUE |
Set a field value (repeatable). StreamField/RichTextField auto-detected via schema. Values starting with [ or { are auto-parsed as JSON |
--streamfield FIELD:MARKDOWN |
Explicitly set a StreamField from markdown (repeatable). No schema fetch needed. Use - as value for stdin |
--publish |
Publish immediately (default: create as draft) |
--raw |
Treat field values as raw JSON (no auto-wrapping, no auto-detection) |
Auto-detected StreamField conversion:
--field checks the page type schema. If the field is a StreamField, the value is auto-converted from markdown to blocks. If it's a RichTextField, it's sent as markdown for server-side conversion.
wagapi pages create testapp.BlogPage --parent /blog/ \
--title "Iris Murdoch" \
--field "body:## Early Life
Iris Murdoch was born in Dublin in 1919.
## Philosophy
She argued that moral progress comes from **attention**."
Explicit StreamField (no schema fetch):
wagapi pages create testapp.BlogPage --parent /blog/ \
--title "Iris Murdoch" \
--streamfield "body:## Early Life
Born in Dublin in 1919."
With extra fields:
wagapi pages create testapp.BlogPage --parent /blog/ \
--title "Iris Murdoch" --field published_date:2026-04-06
JSON field values (auto-detected):
# Arrays and objects are auto-parsed — no --raw needed
wagapi pages create testapp.BlogPage --parent /blog/ \
--title "Iris Murdoch" \
--field 'authors:[{"name": "Jo", "role": "Writer"}]' \
--field published_date:2026-04-06
Raw mode for full StreamField control:
wagapi pages create testapp.BlogPage --parent /blog/ \
--title "Iris Murdoch" --raw \
--field 'body:[{"type":"paragraph","value":"<p>Hello</p>","id":"abc123"}]'
Reading StreamField from stdin:
cat post.md | wagapi pages create testapp.BlogPage \
--parent /blog/ --title "Iris Murdoch" --streamfield "body:-"
wagapi pages update
wagapi pages update 42 --title "New Title" --publish
Same field options as create (minus --parent). Only specified fields are sent (PATCH semantics). Use --type to enable auto StreamField detection without an extra page GET.
Block-level StreamField editing:
Instead of replacing the entire body, you can append or insert individual blocks. The CLI fetches the current body, splices in the new block(s), and sends the result.
# Append a block to the end of the body
wagapi pages update 42 --append-block '{"type":"image","value":7}'
# Insert at a specific position (0-indexed)
wagapi pages update 42 --insert-block 1 '{"type":"paragraph","value":"<p>New paragraph</p>"}'
# Multiple operations in one call
wagapi pages update 42 \
--insert-block 0 '{"type":"heading","value":{"text":"Preface","size":"h1"}}' \
--append-block '{"type":"paragraph","value":"<p>Epilogue</p>"}'
| Option | Description |
|---|---|
--append-block JSON |
Append a block to the end of body (repeatable) |
--insert-block INDEX JSON |
Insert a block at INDEX in body (repeatable) |
A UUID id is auto-generated for each block unless one is provided.
wagapi pages delete
wagapi pages delete 42
wagapi pages delete 42 --yes # skip confirmation
No confirmation prompt when piped (non-TTY).
wagapi pages publish / unpublish
wagapi pages publish 42
wagapi pages unpublish 42
wagapi images list / get
wagapi images list [--search QUERY] [--limit N] [--offset N]
wagapi images get 7
wagapi snippets
wagapi snippets list <type> [--search QUERY] [--limit N] [--offset N]
wagapi snippets get <type> <id>
wagapi snippets create <type> --field name:VALUE [--field slug:VALUE] ...
wagapi snippets update <type> <id> --field name:VALUE ...
wagapi snippets delete <type> <id> [--yes]
The <type> argument is always required (e.g. testapp.Category) because each snippet model lives in its own database table.
Markdown-to-StreamField conversion
When --raw is not set and a field is a StreamField, the CLI auto-converts markdown into blocks:
| Markdown | StreamField block |
|---|---|
# Heading |
{"type": "heading", "value": {"text": "...", "size": "h1"}} |
## Heading |
heading with "size": "h2" |
### Heading |
heading with "size": "h3" |
| Paragraph text | {"type": "paragraph", "value": "<p>...</p>"} |
- item (bullet list) |
{"type": "paragraph", "value": "<ul><li>...</li></ul>"} |
1. item (ordered list) |
{"type": "paragraph", "value": "<ol><li>...</li></ol>"} |
 |
{"type": "image", "value": 42} |
Each block gets a generated UUID v4 id.
The auto-wrapper only produces heading, paragraph, and image blocks. For other block types (e.g. quote, embed, code), use --raw mode.
Error handling
Errors go to stderr. Exit codes:
| Code | Meaning |
|---|---|
| 0 | Success |
| 1 | General / unexpected error |
| 2 | Usage / argument error |
| 3 | Connection / network error |
| 4 | Authentication error (401) |
| 5 | Permission denied (403) |
| 6 | Not found (404) |
| 7 | Validation error (400/422) |
LLM integration
Include this in your LLM's system prompt to enable wagapi tool use:
You have access to `wagapi`, a CLI for managing Wagtail CMS content.
Before creating or updating pages:
1. Run `wagapi schema` to discover available page types
2. Run `wagapi schema <type>` to see the exact fields and StreamField block types
Key commands:
wagapi schema [type] — discover content model and block schemas
wagapi pages list [--type T] [--slug S] [--path P] — list/find pages
wagapi pages get <id> — read page detail (latest draft)
wagapi pages create <type> --parent ID_OR_PATH --title T [--field K:V]... [--streamfield K:MD]... [--publish]
wagapi pages update <id> [--type T] [--field K:V]... [--streamfield K:MD]... [--append-block JSON]... [--insert-block IDX JSON]... [--publish]
wagapi pages delete <id> --yes
wagapi pages publish <id>
wagapi snippets list <type> — list snippets of a type
wagapi snippets get <type> <id> — get snippet detail
wagapi snippets create <type> [--field K:V]... — create a snippet
wagapi images list
The --parent flag accepts a page ID or a URL path (e.g. --parent /blog/).
--field auto-detects StreamField and RichTextField via schema — just pass markdown.
Use --streamfield FIELD:MARKDOWN for explicit conversion without a schema fetch.
Use --raw for full StreamField JSON control.
To add a block (e.g. an image) to an existing page without replacing the whole body:
wagapi pages update <id> --append-block '{"type":"image","value":<image_id>}'
wagapi pages update <id> --insert-block <position> '{"type":"image","value":<image_id>}'
Pages are created as drafts unless --publish is passed.
Output is JSON when piped.
Example LLM tool call sequence
User: "Create a blog post about Iris Murdoch and publish it"
# Step 1: Discover the content model
wagapi schema | cat
# Step 2: Get the BlogPage field schema
wagapi schema testapp.BlogPage | cat
# Step 3: Create and publish
wagapi pages create testapp.BlogPage \
--parent /blog/ \
--title "Iris Murdoch: The Sovereignty of Good" \
--field "body:## A Philosopher and Novelist
Iris Murdoch (1919–1999) was an Irish-British novelist and philosopher..." \
--field published_date:2026-04-06 \
--publish | cat
Development
# Install with dev dependencies
pip install -e ".[dev]"
# Run tests
pytest tests/ -v
Command tree
wagapi
├── init Configure connection
├── schema List all page types
│ └── <type> Show field schema for a type
├── pages
│ ├── list List pages (with filters)
│ ├── get <id> Get page detail
│ ├── create <type> Create a page
│ ├── update <id> Update a page (supports --append-block, --insert-block)
│ ├── delete <id> Delete a page
│ ├── publish <id> Publish latest revision
│ └── unpublish <id> Revert to draft
├── snippets
│ ├── list <type> List snippets of a type
│ ├── get <type> <id> Get snippet detail
│ ├── create <type> Create a snippet
│ ├── update <type> <id> Update a snippet
│ └── delete <type> <id> Delete a snippet
└── images
├── list List images
└── get <id> Get image detail
License
MIT
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