The `swarph` binary — multi-LLM CLI + mesh-gateway integration: multi-provider `swarph spawn` (claude/codex/antigravity per cell.provider via a ProviderMembrane + subprocess billing-scrub), interactive `swarph init`, `swarph mesh` (send/inbox/register) + inbox sidecar, `assisted_memory` (git-backed durable memory), session import, watchdog. v0.9.5: foolproof Windows auto-relaunch (genuine-WT detection via process ancestry, not WT_SESSION).
Project description
swarph-cli
The swarph binary — multi-LLM CLI with mesh-gateway integration. Thin client over the swarph-mesh substrate.
pip install swarph-cli
swarph --version
This is one of three repos in the v0.3.x architecture:
| Repo | Role |
|---|---|
swarph-mesh |
Substrate Python package — Protocol + adapters + SwarphCall + MeshClient. Pure library, no CLI |
swarph-cli |
This repo — the swarph binary |
swarph-meshlm |
Simon Willison llm plugin |
Status
v0.6.0 — Phase 7 spawn ships. Seven verbs total:
swarph "prompt"— Phase 2 one-shot mode (any of five providers)swarph chat— Phase 5 interactive REPL with multi-turn history + slash commandsswarph spawn <role>— NEW Phase 7 long-livedclaudesession as a named mesh cell (--name/--session-id/--append-system-promptpinning per substrate-doc R7 §11.1.7 4-layer R2 stack)swarph import <path>— Phase 2.5 session import (Claude JSONL → swarph-native)swarph onboard <peer-name>— Phase 5.5 mechanics-phase onboarding (PLAN.md §15.4)swarph ratify <peer-name>— Phase 5.5 witness ratification (PLAN.md §15.4a)swarph daemon— Phase 5.6 foreground inbox drain (PLAN.md §16)
Subsequent phases extend the CLI surface (--ask <peer>, REPL drain coroutine + /inbox + /reply slash commands in 5.6b; non-Claude spawn providers + S-G mesh-gateway:// URL form in v0.7).
swarph spawn (Phase 7 — v0.6.0)
Operator-tooling layer of substrate-doc R7 §11.1.7 4-layer R2 mechanism stack. Wraps claude with the three R5/R7 disambiguation flags:
--name <role>— display name for/resumepicker--session-id <uuid>— pinned UUID, persisted to$XDG_STATE_HOME/swarph/sessions/<role>.session-idso re-spawns reuse the same session (the R5 fix at the operator-tooling layer)--append-system-prompt <text>— starter prompt injected without manual paste (the R2 fix at the operator-tooling layer)
# 1. Author a cell.yaml (one-time per role)
$ cat ~/.config/swarph/cells/lab.yaml
schema_version: v1
name: lab-ovh
role: lab
cwd: /home/ubuntu
starter_prompt_path: ~/.claude/session_start_reminder.txt
provider: claude
# 2. Summon the cell (long-lived claude session, exec-replaced)
$ swarph spawn lab
╭───╮
│ ◉ │
╭──┴───┴──╮
│ swarph │ v0.6.0
╰──┬───┬──╯ spawn │ chat │ daemon
│ ◉ │
╰───╯
[claude session takes over the terminal — same flags as `claude --name lab --session-id <uuid> --append-system-prompt <starter>`]
# 3. Resume the same cell after exit — same UUID, same session
$ swarph spawn lab # picker shows ONE entry: "lab" (R5 disambiguation)
Resolution order for swarph spawn <role-or-path>:
--onboarding <path-or-url>(alias:--cell) — explicit override- Positional ending in
.yaml/.ymlor containing a path separator — literal path - Plain role name —
$XDG_CONFIG_HOME/swarph/cells/<role>.yaml(default~/.config/swarph/cells/) - No positional given — auto-discover
./cell.yamlin current directory
Useful flags:
| Flag | Effect |
|---|---|
--dry-run |
Print resolved claude command + cell summary; do not exec |
--no-starter |
Skip starter-prompt injection even if cell.yaml sets one |
--print-id |
Print resolved session-id to stdout (capture for shell scripts) |
--no-banner |
Suppress the swarph banner on stderr |
-- <claude-args> |
Pass remaining args through to claude unchanged |
cell.yaml schema is frozen at schema_version: "v1". v0.7 migrates the parser to swarph-shared as a symbol-relocation only — v0.6 cell.yaml files keep working unchanged. Breaking changes require a schema_version: "v2" bump and parallel-supported-version window per swarph-mesh DEPRECATIONS discipline.
Known limitations (v0.6). Single-instance-per-role only. Re-running swarph spawn <role> reuses the persisted UUID (R5 fix), so sibling-spawn (alpha + beta co-existing on the same peer-id) requires v0.7's --new-instance flag. Manual sibling spawning via tmux + explicit --session-id pinning still works unchanged; v0.6 does not regress that path, it just doesn't yet expose a CLI shape for it.
swarph daemon (Phase 5.6)
Replaces the 4-layer tail -F | grep | Monitor | systemd | cron poll stack with one foreground process. Liveness check collapses to:
ps aux | grep '[s]warph daemon' # zero output = monitoring is down
$ swarph daemon --state-dir ~/swarph_state/lab-ovh --self lab-ovh
[swarph-daemon] starting: self=lab-ovh gateway=http://localhost:8788 poll=30s ...
[2026-05-08T21:00:30Z] id=728 from=droplet kind=answer → 'Drop review on Phase 5.5 PRs A+B...'
[2026-05-08T21:01:10Z] id=729 from=droplet kind=fyi → 'Both Phase 5.5 PRs merged...'
^C
[swarph-daemon] signal 2 received — draining + flushing cursor
[swarph-daemon] shutdown: iterations=12 dms_seen=2 cursor.last_msg_id=729
Loud-on-down (PLAN §16.5): never silently exits. Cursor writes are atomic (write-and-rename — corrupted mid-flush leaves the previous cursor intact). Backoff: 60s after 5 consecutive empty polls; 300s after 5 min of consecutive 5xx. SIGINT/SIGTERM trigger clean drain + flush.
--auto-act flag is documented for v0.5.1+ when handler registration via @swarph.on_dm(...) lands; v0.5.0 ships surface-only mode (DMs printed + JSONL-logged to inbox.log, no automatic replies).
swarph watchdog (Phase 7 — v0.7 stranded-session detection, v0.7.3 systemd install)
Detects stranded Claude sessions (API throttle / harness death) via cursor-mtime + tmux pgrep AND-gate, and recovers via A1 tmux send-keys wake-prompt → A2 swarph spawn respawn. Cell.yaml-pinned cursor + tmux session (F4) since v0.7.2.
One-shot mode (cron-callable, v0.7+):
*/5 * * * * swarph watchdog --check --cell lab >> ~/.local/log/swarph-watchdog.log 2>&1
Systemd timer install (v0.7.3+ — closes ev_6954f748 substrate-component-installation-gap):
# Preview without writing (any user):
swarph watchdog --install-service --cell droplet --dry-run
# Install + enable (requires root for /etc/systemd/system writes):
sudo swarph watchdog --install-service --cell droplet
This writes three files:
| Path | Purpose |
|---|---|
/etc/systemd/system/swarph-watchdog.service |
Type=oneshot, runs swarph watchdog --check |
/etc/systemd/system/swarph-watchdog.timer |
Fires every 5 minutes (OnUnitActiveSec=5min) |
/etc/default/swarph-watchdog |
Sets SWARPH_CELL=<role> for the service env |
Then runs systemctl daemon-reload && systemctl enable --now swarph-watchdog.timer. Idempotent — re-running overwrites with current package version (newer-version semantics).
Monitoring:
systemctl status swarph-watchdog.timer # is it scheduled?
systemctl list-timers swarph-watchdog.timer # next fire?
journalctl -u swarph-watchdog.service -f # live log
tail -f /var/log/swarph-watchdog.log # append-log alternative
Why this matters: pre-v0.7.3, swarph-cli shipped the watchdog code but no install path. Lab ran it via cron (manual setup); droplet never installed it at all. A real production silence-window (drop's ~24min mute 2026-05-14 08:38→09:02 UTC after an Anthropic API error) made the install-gap visible. v0.7.3 closes it for any peer with one command.
Cross-host throttle-recovery wake (--dm-wake, "mesh-monitor mode"):
A1 (local tmux send-keys) and A2 (respawn) can only recover a cell on the watchdog's own host. --dm-wake adds the cross-host complement: the watchdog also scans the gateway /peers list, finds peers whose last_health is stale (throttle-stranded sessions on other hosts), and sends each a wake DM (kind="fyi") via the gateway /messages. The wake chain is watchdog → wake DM → target peer's sidecar/inbox-watcher → tmux send-keys wakes that session. Reuses the same --gateway URL + MESH_GATEWAY_TOKEN and the same --threshold staleness window as the local check.
swarph watchdog --check --peer lab-ovh --gateway http://localhost:8788 --dm-wake --dm-wake-cooldown-sec 1800
--dm-wake-cooldown-sec SEC(default1800/ 30 min) — no-spam gate: each stale peer is DM-woken at most once per window, so a peer that stays stale across many ticks is woken once, not every tick. Per-peer cooldown state lives at$XDG_STATE_HOME/swarph/dm_wake_state.json(falls back to~/.local/state/swarph/dm_wake_state.json).
Scope honesty (v1): the wake DM is wake + re-drain — the woken cell drains its inbox and resumes work; it does not resume the exact throttled in-flight task (per-cell task-checkpointing is future v2 scope).
Exit codes:
| Code | Meaning |
|---|---|
0 |
no action (session healthy / no unread DMs queued) or install ok |
1 |
A1 fired (local tmux send-keys wake-prompt) |
2 |
A2 fired (local full respawn) |
3 |
watchdog acted/couldn't-read — either a cross-host wake DM (A1-DM) fired this tick (local was a no-op) or detection error (cursor unreadable / gateway unreachable). Both map to 3. |
4 |
configuration error (invalid args, no cell.yaml resolved); install needs sudo |
5 |
install error (file write failed / systemctl failed) |
Deploy (COMMANDER-GATED — lab does not self-publish/self-deploy): now that --dm-wake ships, the lab + droplet watchdog crons can drop their placeholder note ("REMOVE when lab ships swarph watchdog --dm-wake"). The deploy step — described here, not an instruction to run — is: (a) publish the new swarph-cli, (b) add --dm-wake (and optionally --dm-wake-cooldown-sec) to the watchdog cron line on the always-on mesh-monitor host (lab), (c) drop the placeholder note from that cron entry.
swarph hooks
Installs Claude Code hooks as content wired into ~/.claude/settings.json — a hook becomes an installable artifact (a script + its event/matcher bindings merged into your settings) with no swarph-cli version bump per hook, the same way watchdog --install-service ships systemd units as bundled data.
swarph hooks init # install the recommended bundled set (cell-resilience)
swarph hooks add cell-resilience # install one builtin by name
swarph hooks add ./my-hook # install a local bundle dir (hook.json + script)
swarph hooks list # builtins + install status (installed|available)
swarph hooks remove cell-resilience
Trust model. Three tiers: builtin (trusted, bundled with swarph-cli — installs without a prompt), local (a bundle dir you point at — shown then confirmed before any write), and published/@cell/name (fails closed in v1 — never installs another cell's unreviewed code). Signed-publisher identity plus a publish-time security gate is the v2 model (see the scope doc research/architecture/swarph_hooks_installer_scope.md §3.1 in the hedge-fund-mcp repo).
Bundled cell-resilience. Binds StopFailure/rate_limit + Stop/(all) to a script that writes $XDG_STATE_HOME/swarph/idle_since.json ({"session","reason","hook_event","ts"}, reason=throttle|normal) — the push-side throttle detector the watchdog's --dm-wake can read instead of polling. Observational only: it never blocks the session and always exits 0 (jq if present, printf/sed fallback otherwise).
Activation caveat. A freshly-installed hook does not go live in the current session — Claude Code can't hot-load it. Reopen /hooks (or restart the session) once to activate.
swarph add
The unified, typed install verb over the swarph commons — one command installs any commons artifact, routed by class. Where swarph hooks add installs only hooks, swarph add takes a single content-addressed URI and dispatches to the right per-class installer.
The URI ("magnet link"). An artifact is named by swarph://<class>/<publisher>/<name>[@<version>][#<sha256>]. The four classes are hook / mcp / skill / tool. The optional #sha256 is content-addressed: it pins the exact bytes of the artifact, so the install is tamper-evident and verifiable from any cell that serves the same content — the BitTorrent-magnet property (the URI, not a trusted host, is the source of truth).
swarph add swarph://hook/swarph-builtin/cell-resilience # install a builtin hook
swarph add swarph://mcp/swarph-builtin/everything # install the reference MCP server
swarph add swarph://skill/swarph-builtin/swarph-intro # install a builtin skill
(tool is not yet implemented — it bridges to swarph-mesh's adapter registry as a follow-on.)
Trust model (v1). Builtin publishers (swarph-builtin) install; any other publisher fails closed — a published/untrusted URI never installs another cell's unreviewed code. Signed-publisher identity plus a per-class publish-time security gate is the v2 model (scope research/architecture/swarph_artifact_uri_scope.md §4 and the hooks scope §3.1 in the hedge-fund-mcp repo). When a URI carries #sha256, the resolved artifact is hash-verified and refused on mismatch — nothing is written.
Resolving from metaedge.surf. A search result on metaedge hands back a swarph:// URI; you swarph add it. The link resolves to the swarph, not to a particular server: the CLI fetches the artifact from the publishing cell/registry and hash-verifies it against #sha256, so the same artifact can be served from any cell. Today this is copy-paste; a swarph:// OS protocol-handler for click-to-install — the way magnet: opens a torrent client — is a future UX layer.
Activation. Like hooks, freshly-installed hooks and skills are not hot-loaded into the running session — reopen /hooks (or restart the session) once to pick them up.
swarph onboard + swarph ratify (Phase 5.5)
Per PLAN.md §15, onboarding splits into a mechanics phase (swarph onboard) that automates the boring parts (registry POST, scaffolding, token resolution) and a manual contract phase (the new peer composes the handshake DM in their own words). A witness peer judges the handshake and runs swarph ratify <peer> to flip ratified=true, gating task_claim server-side.
# New peer self-onboards
$ swarph onboard razorpeter
[1/6] validate_node_name('razorpeter') ok
[2/6] prepare peer-registry row ok
[3/6] resolve MESH_GATEWAY_TOKEN ok
[4/6] POST .../peers/register ok (registered_unratified=true)
[5/6] verify_subscription_setup() ok
[6/6] scaffold ~/swarph_state/razorpeter/ ok
[manual] handshake template at /tmp/razorpeter-handshake.md
Edit each section in your own words, then send to your witness peer.
# After peer composes + sends handshake, witness ratifies
$ SWARPH_WITNESS=lab-ovh swarph ratify razorpeter \
--reason "handshake covers all four invariants in own words"
[1/6] validate_node_name('razorpeter') ok
[2/6] verify witness 'lab-ovh' is ratified ok
[3/6] verify 'razorpeter' is registered_unratified ok
[4/6] PATCH .../peers/razorpeter ok
[5/6] verify peer_ratifications audit row ok (id=N reason='...')
[6/6] invalidate local TTL cache ok
Server-side gating (mesh-gateway PR A): unratified peers can read inbox + send DMs (so the handshake itself works) but task_claim returns 403. Witness must itself be ratified — no self-ratification, no unratified-witnesses-ratifying-others. Audit log (peer_ratifications) is append-only.
swarph chat
Interactive REPL against any of the five swarph-mesh adapters (gemini / deepseek / claude / openai / grok). Multi-turn conversation history accumulates in-memory; cumulative session cost + token totals tracked.
$ swarph chat --provider claude
swarph chat — Phase 5 REPL
provider=claude model=(adapter default) caller=cli.repl.ubuntu
Type a message and press Enter to send. Slash commands:
/help /clear /system /provider /model /history /cost /quit
Ctrl-D to exit.
> hello
Hi! How can I help...
# 8+12t $0 0.34s
> /provider gemini
[switched to provider=gemini; model reset to adapter default; history cleared]
> /cost
[turns=1 in=8 out=12 cost=$0]
> /quit
[swarph-chat] bye.
Slash commands:
/help— print available commands/quit,/exit(or Ctrl-D) — exit/clear,/reset— clear history (keeps system prompt)/system [prompt]— set or clear system prompt/provider <name>— switch provider (resets history)/model <name>— switch model/history— print running message list/cost— cumulative session cost + tokens
Out of scope until Phase 5.6 (swarph daemon): inbox drain coroutine, /inbox and /reply slash commands. Streaming output ships alongside the cross-adapter stream() work in v0.5+ of swarph-mesh.
swarph import
Per PLAN.md §17, session import is the knowledge half of onboarding — gives a memory-carrying peer (or human migrating CLIs) the substantive context they're bringing into the swarph, paired with §15's contract half (handshake DM acknowledging the four invariants).
# Inspect what would be imported (lossy → honest framing)
$ swarph import ~/.claude/projects/.../X.jsonl --report-only
# Commit — writes ~/.swarph/sessions/<session-id>.jsonl
$ swarph import ~/.claude/projects/.../X.jsonl
# Refuse-with-error if target exists (protects continuation turns)
$ swarph import same-source.jsonl
swarph import: target /home/.../X.jsonl already exists (...)
To proceed:
--force overwrite (destroys continuation turns)
--target-session NAME write to a different file
What ports cleanly: plain user/assistant/system text, role tags, conversation order.
What's lossy (counted in report, kept as visible text where possible):
thinkingblocks (Anthropic-specific reasoning trace)tool_useblocks (call shape doesn't port across providers)tool_resultblocks (companion drop withtool_use)
What's dropped: attachments (would need re-upload), provider-side KV cache, conversation IDs, cache_control annotations.
Honest framing per PLAN.md §17.3: teleport is "import + continue", not "freeze and resume" — the first turn after import on a new provider pays cold-cache cost. Phase 5+ adds --continue for live REPL integration.
$ swarph "say pong" --provider gemini
Pong!
# 3+26t $0.0000 0.73s caller=cli.oneshot.ubuntu provider=gemini
--json mode semantics
--json is a harness trigger, not a strict-validation gate. When set, swarph routes the response through the swarph-mesh JSON harness:
- A permissive
{"type": "object"}schema is synthesised when--schemais absent (Phase 5+ adds Pydantic validation). - The harness retries once with
[USER]-turn feedback on parse failure. - Malformed-JSON exits with code 1 + raw text on stdout for caller recovery. Useful for shell scripts:
if swarph "give me a trade" --json; then # parsed dict was on stdout ... fi
- Pretty-printed parsed dict on stdout when parse succeeds;
error_class=malformed_jsonshows up in the stderr attribution footer when it doesn't.
Spec
→ hedge-fund-mcp / research/swarph_cli/PLAN.md
Phase rollout
| Phase | What lands |
|---|---|
| 0 | Scaffold — entry-point + status banner |
| 2 (v0.1.0) | One-shot mode: swarph "hello" --provider gemini |
| 2.5 (v0.2.0) | swarph import — Claude JSONL → swarph-native session format |
| 5 (v0.3.0) | swarph chat interactive REPL — multi-turn against any of five adapters + slash commands |
| 5.5 (v0.4.0) | swarph onboard + swarph ratify — six mechanics steps + handshake template + witness flip (PLAN.md §15) |
| 5.6 (v0.5.0 — this release) | swarph daemon — foreground inbox drain loop with atomic cursor writes; retires the orphaned-tail-F class (PLAN.md §16) |
| 5.6b | REPL drain coroutine + /inbox//reply slash commands + @swarph.on_dm() handler registration (mesh + cli) |
| 3 | --ask <peer> mesh-aware one-shot via MeshClient |
| 6 | (already done) PyPI publish |
Why split CLI from substrate
swarph-mesh (the library) is imported by omega-boss, Council judges, lab-orchestrator, and any future swarph peer that wants to write programs against the Protocol. Those callers don't need the CLI surface or the console-script entry point. Keeping the CLI in a separate repo means library users pip install swarph-mesh without pulling argparse + REPL plumbing they'll never run.
Install (dev)
git clone https://github.com/darw007d/swarph-cli
cd swarph-cli
python -m venv venv && source venv/bin/activate
pip install -e ".[dev]"
pytest
swarph --version
License
MIT. Pierre Samson + Claude Opus, 2026.
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