pythons cripts

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+# Muninn API scripts
+
+Thin Python CLI wrappers around this app's JSON API (see `../AI_API.md` for
+the full API reference). Meant to be called directly by an AI agent on the
+machine where this app is reachable — no setup beyond Python 3's standard
+library (no third-party dependencies).
+
+Default base URL: `http://localhost:8001`. Override with the
+`MUNINN_API_URL` environment variable if the app runs elsewhere or on a
+different port.
+
+Every command prints the API's JSON response to stdout and exits `0` on
+success. On an HTTP error or if the server can't be reached, it prints a
+JSON error object to stderr and exits `1`.
+
+## Sites (read-only)
+
+```
+python3 sites.py list [--name NAME]
+python3 sites.py get SITE_ID
+```
+
+## Social Accounts (read-only)
+
+```
+python3 accounts.py list [--network NETWORK] [--type TYPE]
+python3 accounts.py get ACCOUNT_ID
+```
+
+## Posts (full CRUD)
+
+```
+python3 posts.py list [--status STATUS] [--site-id ID] [--social-account-id ID] [--due]
+python3 posts.py get POST_ID
+python3 posts.py create --site-id ID --type TYPE --body BODY [--social-account-id ID] [--title TITLE] [--status STATUS] [--scheduled-at DATETIME]
+python3 posts.py update POST_ID [--site-id ID] [--social-account-id ID] [--type TYPE] [--title TITLE] [--body BODY] [--status STATUS] [--scheduled-at DATETIME] [--published-url URL]
+python3 posts.py delete POST_ID
+```
+
+`--due` finds posts that are `scheduled` and past their `scheduled_at` —
+the query to run to discover what needs publishing right now.
+
+Publishing itself is out of scope for these scripts (they only wrap the
+HTTP API). See `../AI_API.md` for how to actually publish a post
+(`php artisan posts:publish` for WordPress, the `sidecars/reddit-post`
+sidecar for Reddit, or your own method for anything else — then report
+back with `posts.py update POST_ID --status ...`).