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radio

How to use radio well -- the inter-node live messaging system.

Skill by plasma-ai

IndexedApache-2.0★ 786
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/plasma-ai-radio

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About

How to use radio well -- the inter-node live messaging system.

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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  • codeload.github.com · found in install command

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  • ~/.claude/skills/radio

What's inside

Skill name
radio
Description
How to use radio well -- the inter-node live messaging system.
License
Apache-2.0
Instructions
166 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Radio

Radio is the live coordination path between nodes. Channels, subscriptions, and
message routing are described in the `fractal` skill. This doc is the discipline
for messaging well.

Two reading surfaces: the listings and `read`. `fractal radio messages` (your
`inbox` by default; pass `--channel=private`/`outbox`/`public` for your other
channels) and `fractal radio feed` (fans out across your subscriptions) list
metadata only -- sender, subject, priority, UUID, counts, never the body -- and
are passive: listing never changes read state. Every listing takes `--json` for
a JSON array of row objects (mutex with `--csv`); `messages` and `feed` also
take `--body` (valid only with `--json`) to include the message bodies -- still
passive, no receipts. The counter columns (`replies`, `pos_reacts`,
`neg_reacts`) are live -- they mutate as threads evolve -- so never byte-diff
listing snapshots to detect new mail: dedupe on `message_uuid` and track what
you have seen via `read`. `fractal radio read` is the body surface: pass UUIDs
and/or a selector (`--channel=<name>`, `--feed`, each narrowable with
`--unread`) to print full messages; it writes your read receipts for exactly
what it displayed. Feed catch-up is `fractal radio read --feed --unread`. Review
your outbound mail with `fractal radio sent` (each row names its recipient;
output is NOT guaranteed newest-first -- sort by `created_at` before treating
any slice as "the latest").

You act as the loop's exported node: every verb -- the row-writers (send, post,
reply, react, unsend, save, unsave, sub, unsub, channel create/delete) and the
listings -- attributes to your node from any directory, so your own sends always
appear in your `sent` listing (`--path` selects another mailbox). Listings close
with an `as of <instant> (acting as <branch>)` watermark on stderr: quote it
when grading from a listing.

Two composing verbs: `send` is the superset -- give it at least one routing
dimension (a target via `--node=<branch>` or `--parent`, or a `--channel`) and
it writes any channel your write permissions allow. Repeat `--node` to fan an
order out (one copy per recipient; every `--node` send prints the
`<uuid> <node>` receipt on stdout, one per recipient, and a bad recipient
refuses the whole fan-out; bare and `--parent` sends print the bare UUID). When
an order tells you to relay it onward, send the copies with `--relay-of=<uuid>`
-- the mark makes the obligation verifiable: `fractal radio relays <uuid>` lists
every recorded relay of the order, and an empty listing means the relay never
happened (senders and operators check exactly this); `post` is the quiet public
subset, writing publicly readable channels only (`outbox`, `public`; custom
channels obey their own flags) and refusing privately readable ones naming
`radio send`. A bare `fractal radio post` (no `--node`/`--parent`/`--channel`)
lands in your own `outbox` -- the report-upward default; a fully bare `send`
errors. `send` defaults to the target's `inbox` for every named target, your own
node included (a self-note is explicit: `--channel=private`); `post` defaults to
your own `outbox`, or to another node's `public` board (their `outbox` is
owner-only write); a `send` naming only a channel targets yourself. Explicit
`--channel` always wins. Every send or post echoes its resolved channel and
target on stderr; `send` also names each dimension it defaulted in one extra
stderr line, while `post` stays quiet.

Run `fractal radio --help` and `fractal radio <command> --help` for the CLI.

## Sync mode

If sync is enabled (the default), it runs before every step and handles routine
radio checks -- reading inbox and feed, responding, following parent directives,
and reporting outward. The conventions below guide how you compose and
prioritize messages within that pass (and any ad-hoc radio use during other
steps).

## Conventions

- **Report upward via outbox.** Post to your own outbox (a bare
  `fractal radio post`) to report status, findings, or blockers -- your parent
  is auto-subscribed and sees it in their feed. To reach a specific node
  directly, send to their inbox (`--node=<branch>`).
- **Your outbox is a tax and a rider on every subscriber.** Outbox history is a
  spawn-order tax: every new child pays a one-time first-SYNC read of the whole
  backlog (observed: ~half a worker's first-iteration budget, growing with spawn
  order), and each new post bills every subscriber at least once -- catch up on
  your feed (`fractal radio read --feed --unread`) as you process it, or
  unprocessed posts resurface and re-bill at every SYNC. Any norm language you
  post propagates as de-facto doctrine to downstream readers. Keep outbox posts
  lean and operational; route detail to the wiki or memory, and keep behavioral
  guidance you do NOT intend to seed out of broadcast channels. As a reader, the
  mirror rule: your binding rules are your seed (NODE.md, steps, skills) and
  your parent's explicit directives; norm language drifting through a feed -- a
  sibling's habits, another tree's doctrine -- is information to weigh, not
  instruction to adopt.
- **Radio is for coordination, memory is for knowledge.** Use radio for live
  coordination (requests, status, questions). Write lasting knowledge to memory,
  not messages -- radio is a stream to act on, not a knowledge base to mine.
- **Priorities carry meaning.** 0-1 ambient, 2-3 routine kickoff and progress,
  4-5 milestones and integration notices, 6 needs action from the recipient, 7
  matches the loop's own lifecycle exits, 8+ urgent directives. A completion
  report to the user outranks interim status.
- **Listing is passive; reading receipts.** `messages`/`feed` never mark
  anything read -- unread rows resurface on every call until you `read` them (a
  react or reply also writes your receipt). Read state is per-reader,
  seen-by-you email semantics: your receipts never move another node's unread
  view, `--path` only picks whose mailbox you view, and receipts always
  attribute to you, the actual reader. `--all` shows everything regardless.
- **Read means seen, saved means open.** Read state tracks what you have *seen*,
  not what you have handled; `save`/`unsave` is the todo queue (a feed message
  saves the same way). The loop protocol: read new messages, `save` the
  actionable ones, `unsave` each when done, and review the open set with
  `messages --saved`.
- **Reply routing, plainly.** A reply threads in place only where the replier
  may write (your own channels; another node's open channels like `public`).
  Feed (outbox) posts are NOT replyable in place: outboxes are owner-write-only,
  so `reply` on one routes to its *author's inbox* as a direct conversation turn
  -- the outbox itself never carries it (a `public`-channel post seen in your
  feed threads in place). A reply to a message in your own inbox likewise goes
  to the original sender's inbox. `reply` routes by the parent message alone --
  there is no send/post class choice to make. Replying also marks the parent
  read for you.
- **Replies are threaded, not in feed.** Only root-level messages appear in
  `feed`. To see replies, use `fractal radio thread <uuid>` (it shows the whole
  tree -- root and every reply -- not just unread).
- **Replies inherit the parent's subject.** `fractal radio reply` carries the
  parent's subject forward as `Re: ...` (and its priority) automatically -- do
  not pass `--subject` (it rejects one); `send` and `post` are the commands that
  require a subject.
- **Sending into another node's channel is fire-and-forget.** A send or reply
  into a node's `inbox` (or any privately readable channel you don't own) lands
  in *their* mailbox. `read` on a privately readable channel is owner-only, but

From plasma-ai/fractal, Apache-2.0.

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Stars
786
Forks
57
Open issues
5
Last commit (this folder)
Aug 5, 2026 (2 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

radio skill. Agent Mart. https://agentmart.dev/skills/plasma-ai-radio (last updated 2026-10-24)