AGENT SKILL

ruflo

Manage multi-agent swarms, memory, tasks, hooks, workflows, and browser automation via CLI. Use when spawning agents, storing/searching memory, orchestrating workflows, coordinating hive-minds, or automating browser interactions.

License 许可
MIT
所属仓库
makabakaxy/mcp2cli
最近更新
2026-04-13
Stars
★ 65
Forks
5

01 前言 Front Matter

name
ruflo
description
Manage multi-agent swarms, memory, tasks, hooks, workflows, and browser automation via CLI. Use when spawning agents, storing/searching memory, orchestrating workflows, coordinating hive-minds, or automating browser interactions.
generated_at
2026-04-06T08:38:53.305460+00:00
source_version
3.0.0
source_cli_hash
d3fd1093

02 资源文件 10

03 SKILL.md 正文

ruflo (via mcp2cli)

Multi-agent orchestration, vector memory, task management, and browser automation.

Shortcuts

No shortcuts configured. Use full form: mcp2cli ruflo <group> <cmd>

Commands

Agent

Command Description Example Ref
mcp2cli ruflo agent spawn Spawn a new agent mcp2cli ruflo agent spawn --agent-type worker --model sonnet ref
mcp2cli ruflo agent list List all agents mcp2cli ruflo agent list ref
mcp2cli ruflo agent status Get agent status mcp2cli ruflo agent status --agent-id agent-1 ref
mcp2cli ruflo agent update Update agent config ref
mcp2cli ruflo agent terminate Terminate an agent mcp2cli ruflo agent terminate --agent-id agent-1 ref
mcp2cli ruflo agent health Check agent health ref

Memory

Command Description Example Ref
mcp2cli ruflo memory store Store value with vector embedding mcp2cli ruflo memory store --key mykey --value "data" ref
mcp2cli ruflo memory get Retrieve value by key mcp2cli ruflo memory get --key mykey ref
mcp2cli ruflo memory search Semantic vector search mcp2cli ruflo memory search --query "auth patterns" ref
mcp2cli ruflo memory list List memory entries ref
mcp2cli ruflo memory delete Delete memory entry mcp2cli ruflo memory delete --key mykey ref
mcp2cli ruflo memory stats Get memory statistics ref

Task

Command Description Example Ref
mcp2cli ruflo task create Create a new task mcp2cli ruflo task create --type feature --description "Add login" ref
mcp2cli ruflo task list List all tasks mcp2cli ruflo task list --status pending ref
mcp2cli ruflo task status Get task status mcp2cli ruflo task status --task-id t1 ref
mcp2cli ruflo task update Update task progress ref
mcp2cli ruflo task complete Mark task complete mcp2cli ruflo task complete --task-id t1 ref
mcp2cli ruflo task assign Assign task to agents ref
mcp2cli ruflo task cancel Cancel a task ref

Hooks

Command Description Example Ref
mcp2cli ruflo hooks pre-task Record task start, get agent suggestions mcp2cli ruflo hooks pre-task --task-id t1 --description "Fix bug" ref
mcp2cli ruflo hooks post-task Record task completion mcp2cli ruflo hooks post-task --task-id t1 --success true ref
mcp2cli ruflo hooks route Route task to optimal agent mcp2cli ruflo hooks route --task "implement OAuth" ref
mcp2cli ruflo hooks pre-edit Get context before editing file mcp2cli ruflo hooks pre-edit --file-path src/auth.ts ref
mcp2cli ruflo hooks init Initialize hooks in project mcp2cli ruflo hooks init --template standard ref
mcp2cli ruflo hooks metrics View learning metrics ref

Hive-Mind

Command Description Example Ref
mcp2cli ruflo hive-mind spawn Spawn workers and join hive mcp2cli ruflo hive-mind spawn --count 3 --role worker ref
mcp2cli ruflo hive-mind init Initialize hive-mind collective mcp2cli ruflo hive-mind init --topology mesh ref
mcp2cli ruflo hive-mind status Get hive-mind status ref
mcp2cli ruflo hive-mind consensus Propose or vote on consensus mcp2cli ruflo hive-mind consensus --action propose --type config ref
mcp2cli ruflo hive-mind broadcast Broadcast to all workers mcp2cli ruflo hive-mind broadcast --message "Start phase 2" ref

Workflow

Command Description Example Ref
mcp2cli ruflo workflow run Run workflow from template mcp2cli ruflo workflow run --template ci-pipeline ref
mcp2cli ruflo workflow create Create a new workflow mcp2cli ruflo workflow create --name my-flow ref
mcp2cli ruflo workflow list List all workflows ref
mcp2cli ruflo workflow status Get workflow status mcp2cli ruflo workflow status --workflow-id wf1 ref
mcp2cli ruflo workflow execute Execute a workflow mcp2cli ruflo workflow execute --workflow-id wf1 ref

Claims

Command Description Example Ref
mcp2cli ruflo claims claim Claim an issue for work mcp2cli ruflo claims claim --issue-id 123 --claimant "agent:coder-1:coder" ref
mcp2cli ruflo claims list List all claims ref
mcp2cli ruflo claims release Release a claim mcp2cli ruflo claims release --issue-id 123 --claimant "agent:coder-1:coder" ref
mcp2cli ruflo claims handoff Handoff issue to another agent ref
mcp2cli ruflo claims load Get agent load info ref

Browser

Command Description Example Ref
mcp2cli ruflo browser open Navigate to URL mcp2cli ruflo browser open --url https://example.com ref
mcp2cli ruflo browser snapshot Get accessibility tree ref
mcp2cli ruflo browser screenshot Capture screenshot ref
mcp2cli ruflo browser click Click an element mcp2cli ruflo browser click --ref elem-1 ref
mcp2cli ruflo browser fill Fill an input field mcp2cli ruflo browser fill --ref input-1 --value "text" ref

Swarm

Command Description Example Ref
mcp2cli ruflo swarm init Initialize a swarm mcp2cli ruflo swarm init --topology hierarchical ref
mcp2cli ruflo swarm status Get swarm status ref
mcp2cli ruflo swarm health Check swarm health ref
mcp2cli ruflo swarm shutdown Shutdown a swarm ref

Discover Parameters

Append --help to any command for full parameter list:

mcp2cli ruflo agent spawn --help

Note: Use Ref links above to view detailed parameter reference and more examples.

User Notes

MUST READ users/skill.md for custom workflows and tips. Config: MCP server settings live in ~/.agents/mcp2cli/servers.yaml - edit there to take effect.

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