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Filename Latest commit message Latest commit date
atlas d723fac0be swarm: show each agent's effective model and effort, and where they came from
Each agent now reports the model and effort it runs on, and where each
comes from (`swarm`, `agent_nix`, `local_file` or `default`), in its
turn-state header on `$SWARM.agent-state.<agent>`: `effort`,
`model_source` and `effort_source` join `model`. The shared
`swarm_queue_client::agent_inference::{Effective, Source}` types spell
those fields for both ends.

The Bus keeps a source next to the model and effort. `Bus::new` takes it
from the local fallback chain (`harness_state::local_model` /
`local_effort`, which now return the source with the value), a `/model`
or `/effort` pick sets `local_file`, and the swarm poller sets `swarm`
or, on a clear, the local chain's source. A swarm value equal to the one
the agent already runs is now applied once, so the source moves to
`swarm` and the header is republished; before, `next()` skipped it as
unchanged.

swarm-controller subscribes to every agent's header with the reader
grant it already holds for the state relay, and keeps the latest
inference fields per agent in memory (`inference::Reported`).
`GET /api/agents/{name}/inference` now answers
`{configured, effective}`, `effective` being `null` until the agent's
first header with these fields since the controller started.
`swarmctl agent inference get` prints both; `set` reads `configured`.

Refs #5034
2026-10-10 17:37:23 +02:00
..
bash.md docs: drop statements about absent things, state current behaviour 2026-10-02 11:43:10 +02:00
forge-cli.md hive-forge: comments --since --limit returns N, not at most 49 2026-10-09 21:46:14 +02:00
forge.md hive-forge: fetch issue comments in one request; the endpoint has no paging 2026-10-09 21:19:47 +02:00
hivectl-cli.md swarm-ci-runner: run the forge CI runner as a swarm service 2026-10-05 13:55:37 +02:00
hivectl.md docs: config changes are operator merges on the forge 2026-10-02 23:13:04 +02:00
matrix.md hive-matrix-mcp: fix list_rooms/list_invites docs to say room_id, not id 2026-10-04 20:40:15 +02:00
README.md docs: scheduled prompts are swarm-level; the hive page is a read-only list 2026-10-04 21:23:31 +02:00
subagent.md hive-subagent-mcp: check subagent models against the swarm's subagent_models 2026-10-10 13:58:47 +02:00
swarm-logs-cli.md docs: gate write-good.Passive on CI 2026-09-20 16:24:11 +02:00
swarmctl-cli.md swarm: show each agent's effective model and effort, and where they came from 2026-10-10 17:37:23 +02:00

Tools

hivectl is your tool — the operator's own host CLI. Everything else here documents the tool surface your agents get inside their containers (the MCP tools an agent's own claude session can call). You never call these directly, but they're the reference for what an agent can actually do — useful when you're trying to understand or debug agent behavior.

For the operator

  • hivectl — the curated guide: provisioning forge and matrix accounts, gateway htpasswd management, container lifecycle shortcuts, interactive agent shell access.
  • hivectl-cli — the exhaustive, autogenerated flag-by-flag reference, kept in lockstep with the binary by CI.

For the swarm operator

  • swarmctl-cli — the exhaustive, autogenerated flag-by-flag reference for swarmctl, kept in lockstep with the binary by CI the same way hivectl-cli.md is. swarmctl itself runs as root on the swarm-controller host, not through hivectl — see swarmctl/README.md for why. Two verb families today: user (authelia's subject store, edited in place) and agent create (queues the swarm-controller's creation job graph). No curated guide yet; add one here if/when that grows.

What your agents can do

  • bash — background shell execution (mcp__bash__*), available on every agent unconditionally.
  • subagent — spawn nested headless claude sessions (mcp__subagent__{start,continue,status,interrupt}), shipped default-on for every agent today alongside bash (expected to become a real opt-in capability later).
  • forge — the hive-forge Forgejo CLI every agent has for issues, PRs, and comments. Not an MCP tool — a binary agents shell out to instead of ad-hoc curl.
  • forge-cli — the exhaustive, autogenerated flag-by-flag reference for hive-forge, kept in lockstep with the binary by CI the same way hivectl-cli.md is.
  • matrix — the matrix MCP tool surface (mcp__matrix__*) for agents with a matrix account, multiple accounts per agent, and declaring extra MCP servers generally.