ruflo-neural-trader
claudeNeural trading strategies — self-learning LSTM/Transformer/N-BEATS models with Rust/NAPI backtesting
9 skills · 1 command · 4 agents
Discover a container estate, plan its move onto systemd, and render every systemd component the plan selects: services with RootMStack=, machines, networkd, resolved, resource control, credentials, journald, storage, extensions, portable services, and Podman Quadlet as an adapter target. Includes the verifier and a Managed Agents harness.
Plugin systemd-migration from marketplace systemd-dev-plugins in danielbodnar/systemd. Commands read from the repo's manifest — 1 month ago.
discover-docker-swarmCapture a running Docker Swarm cluster (nodes, stacks, services, tasks, overlay networks, volumes, secrets, configs) into raw inspect output and a normalized, schema-validated inventory.json. Use this whenever the user wants to inventory, audit, snapshot, export, or document a Swarm estate, asks "wh
discover-podmanCapture a Podman host (its containers, pods, networks, volumes, secret names, images, and existing Quadlet files) into raw inspect output and a normalized, schema-validated inventory.json, the same contract discover-docker-swarm writes. Use this whenever the user wants to inventory, audit, snapshot,
discover-systemd-hostsProbe the target hosts (the systemd machines the estate moves to) and record what their systemd can do: version and features, kernel, cgroup hierarchy, mount-stack support, which daemons (networkd, resolved, machined, importd, portabled) and tools (systemd-nspawn, importctl, systemd-creds, systemd-r
haproxy-ingressRender a hardened HAProxy front end for the published ports a migration plan hands to HAProxy, as /etc/haproxy/haproxy.cfg plus haproxy-migration.service, with backends taken from the estate's instances and health checks taken from the source healthcheck. Use this whenever a published port needs a r
migration-plannerProduce the migration plan for moving a container estate (a multi-node Docker Swarm first; Podman next) onto systemd-native hosts. Two artifacts: plan.yaml, the list of every decision the systemd components need (the form each service takes, address ranges, overlay transports, published ports, name
podman-quadletRender a Swarm inventory into per-host Podman Quadlet units (.container, .network, .volume) plus stack targets, secret import scripts, and install scripts, and explain how each Swarm service-spec field maps onto Quadlet and systemd directives. Use this whenever the user wants to convert Docker Swarm
systemd-credsThe credentials component. Every orchestrator secret and every environment value the capture redacted becomes a systemd credential the unit loads with LoadCredentialEncrypted= (or LoadCredential=), reachable under $CREDENTIALS_DIRECTORY and bound where the container saw it; where each value lives on
systemd-generatorThe generators and presets component. Stack grouping units (<stack>.target, stack-<stack>.slice) can be files under /etc/systemd/system or emitted at boot by systemd-migration-generator from a declarative description under /etc/systemd-migration/stacks.d/, and a preset file can decide which rendered
systemd-journaldThe logging component. Every migrated service logs to the journal under its own SyslogIdentifier= with the stack and service recorded as journal fields (LogExtraFields=), and a stack can get its own journal namespace (LogNamespace=, [email protected]) with separate retention. Use this whenever the user
systemd-machinedThe machines component. Pull the OCI images an estate uses into systemd mount stacks with importctl pull-oci (pinned to the inventory's digests, versioned for rollback), pack them into discoverable disk images for hosts without mount stacks, run a service as a machine (systemd-nspawn with a .nspawn
systemd-networkdThe networking component. Replaces orchestrator networks with systemd-networkd: an address range per network, a zone bridge with a DHCP server and static leases for every service that runs as a machine or a virtual machine, a transport per cross-host overlay (every tunnel kind systemd.netdev(5) docu
systemd-portableThe portable services and capsules component. A service the plan marks as portable is attached from an image under /var/lib/portables with portablectl and a security profile; a stack the plan marks as a capsule runs under its own per-stack manager started by [email protected]. Use this whenever the u
systemd-resolvedThe name resolution component. Replaces the orchestrator's embedded DNS (service names, network aliases, dnsrr endpoints) with one of three mechanisms chosen in plan.yaml: rendered /etc/hosts entries that point at a host or at a machine's static lease on its zone bridge, systemd-resolved with DNS-SD
systemd-resource-controlThe resource-control component. A stack becomes a slice and a service's limits and reservations become control group properties on its unit (CPUQuota=, CPUWeight=, MemoryMax=, MemoryLow=, TasksMax=), with accounting on the slice. Use this whenever the user asks how container CPU and memory limits ma
systemd-rolloutThe rollout component. Renders a rollout specification per stack and a POSIX sh controller, stackctl, that performs on a systemd host what docker service update, docker stack deploy, docker service rollback, docker service scale, and docker node update --availability drain perform on a Swarm node: r
systemd-serviceRender a Swarm or Compose inventory into native systemd service units that run each container image as the service's root with RootMStack= (or RootImage=), with no container runtime: per-host .service units, stack targets and slices, health timers, encrypted credentials for secrets, mount units for
systemd-storageThe storage component. Named volumes become directories created by tmpfiles.d with the service's owner (local) or .mount units the service RequiresMountsFor= (NFS, CIFS); bind mounts keep their source through BindPaths= and BindReadOnlyPaths=; tmpfs mounts become TemporaryFileSystem=; device binds b
systemd-sysextThe extensions component. A stack's configuration files can ship as a configuration extension merged into /etc by systemd-confext instead of plain files, and a pure-/usr payload can ship as a system extension merged by systemd-sysext; both are one artifact that refreshes atomically. Use this wheneve
systemd-verifyValidate rendered or installed units against the migration's expected.json, on a target host or in dry-run mode, for native systemd trees (services, machines, timers, mounts, sockets, credentials, images, volumes) and for Quadlet trees. Use this whenever the user asks to check, validate, verify, lin
/systemd-migration:migrate-discoverDiscover the estate and the target hosts. Capture the Docker Swarm cluster reachable from this machine (or DOCKER_HOST) into a raw capture and a normalized inventory.json, and probe the systemd hosts the estate will move to, all under the plugin's migration directory.
/systemd-migration:migrate-planDraft plan.yaml from the inventory and the host probes, walk every decision with the user (target form per service, address ranges, overlay transports, published ports, discovery, secrets, data moves), and write MIGRATION-PLAN.md with the cutover runbooks.
/systemd-migration:migrate-render-quadletRender the whole inventory as Podman Quadlet units in one call, without a reviewed plan, for a first look at the Podman adapter target; a migration picks Quadlet per service through the plan's form decision and renders with /migrate-render.
/systemd-migration:migrate-renderCompose the systemd components the approved plan selects into per-host trees (services, machines, networks, credentials, mounts, journal settings, extensions) under the migration directory, and summarize what still needs a human.
/systemd-migration:migrate-rolloutDrive a rendered stack's rollout on this host with stackctl: deploy a new image, roll back, drain or activate the host, scale within the plan, rotate a credential or a config, or report status.
/systemd-migration:migrate-verifyVerify rendered units (dry-run) or an installed stack (live) on this host against rendered/expected.json.
cutover-verifierVerifies rendered or installed units on a target host against expected.json, in dry-run before installation and live afterwards, and reports failures with reproduction commands. Use it during preflight and after each stack's cutover.
discovery-auditorRead-only discovery of the source estate and the target hosts. Use it to capture a Docker Swarm (or a Podman host) into an inventory, probe what each destination host's systemd can do, answer questions about what runs where, and surface risks before any planning; it never changes the cluster or the
migration-plannerDrafts plan.yaml from the inventory and the host probes, walks its decisions with the user (form per service, address ranges, overlay transports, published ports, discovery, secret stores, data moves), and writes MIGRATION-PLAN.md with the cutover order, runbooks, rollback, and risks. Use it after d
quadlet-authorRenders and hand-tunes Podman Quadlet units for the services the plan keeps on Podman (form quadlet), or the whole inventory through the one-call Quadlet renderer for a first look. Use it to resolve the renderer's notes into concrete unit edits and to prepare secret import and install scripts; it wr
rollout-operatorDrives the rendered rollout controller on a migrated host: deploys a new image in the plan's batches, rolls back, drains and activates the host, scales within the rendered instances, and rotates credentials and configs. Use it after a stack is installed, whenever a service must change over, a host m
unit-authorRenders the approved plan into per-host trees by composing the systemd components (services with RootMStack= or RootImage=, machines, networks, credentials, mounts, slices, journal settings, extensions) and hand-tunes what the components could not express. Use it to produce the rendered tree, resolv
Neural trading strategies — self-learning LSTM/Transformer/N-BEATS models with Rust/NAPI backtesting
9 skills · 1 command · 4 agents
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1 skill
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44 skills · 1 MCP server
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8 skills · 7 agents
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Opt-in, outside every domain bundle: orchestrate opencode workers from Claude Code to cut token costs, with single workers or parallel scout/coder/tester swarms on free or open-source models and worktree isolation. Requires the third-party opencode CLI and an opencode account; by default worker prompts and code go to opencode's hosted service (point --model at a local model to keep code on your machine), so install it only if you accept that data flow.
1 skill
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