agentsclimarketplace

Swarm

Skill ben-alkov/the_swarm/src/skills/swarm

Claude Code plugin for multi-pattern multi-agent orchestration, using CC's built in Agent Swarm as the engine — dispatches and coordinates specialist sub-agents in fan-out, pipeline, map-reduce, speculative, and swarm configurations.

Install
npx -y skills add ben-alkov/the_swarm --skill swarm

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What its author says it does

Copied from the file, not written here

Dispatch a swarm using any orchestration pattern. Routes to the appropriate pattern-specific skill based on the selected preset.

SKILL.md

7.6 KB, ~1.8k tokens by cl100k_base, as published. Nobody here has run it

Swarm Dispatcher

Overview

Route swarm requests to the appropriate pattern skill. Read the preset config, determine the pattern, and follow the corresponding skill.

Goal Slug Generation

When pattern skills create team names, they use the format swarm-{pattern}-{goal-slug}-{timestamp}. Generate the goal slug from the user's goal description

  • Lowercase only
  • Replace spaces and special characters with hyphens
  • Remove all characters except a-z, 0-9, and -
  • Collapse consecutive hyphens into one
  • Truncate to 30 characters maximum
  • Strip leading and trailing hyphens
  • Abort if empty: if the slug is empty after all transformations (e.g., goal was all special characters), abort with: "Could not generate a valid team name from the provided goal."

Examples

  • "PR review" → pr-review
  • "Security audit of auth module" → security-audit-of-auth-module
  • "Fix the OAuth2/OIDC integration!!!" → fix-the-oauth2-oidc-integrat

Pass the goal slug through to the pattern skill along with the goal, target, and preset.

Stale Worktree Cleanup

Before starting any swarm, check for leftover worktrees from previous sessions

git worktree list

If worktrees exist that are not associated with the current session (stale branches from crashed or abandoned swarms), offer the user two options

  1. Remove stale worktrees: git worktree remove <path> for each stale entry. This reclaims disk space but the branches persist and can still be merged
  2. Keep them: the user may want to inspect or recover work

Only worktrees whose branch names match the swarm-* naming convention should be flagged. Non-swarm worktrees are outside this plugin's scope.

Steps

  1. Identify goal and target from the user's request. If unclear, ask

  2. Read roles config from $CLAUDE_PLUGIN_ROOT/config/swarm-roles.yaml

  3. Select preset or roles using the same priority as v1. When resolving roles, check for inline definitions in the preset first (entries with a name and prompt field), then fall back to global role names in the roles: section

    • User specifies a preset name -> use it
    • User specifies individual role names -> use those (fan-out)
    • User describes what they want -> match to preset/roles
    • Default for "review" -> pr-review preset
  4. Validate config — check the resolved preset and roles for structural problems before routing to a pattern skill. Abort or warn as indicated

    Required role fields

    Every role referenced by the preset (whether global or inline) must have

    • prompt — non-empty. An inline role missing prompt means the agent would be spawned with no instructions. Abort
    • subagent_type — must be one of Explore or general-purpose. Missing or unrecognized values (typos like Explorer) cause opaque spawn failures. Abort

    Isolation consistency

    If a role specifies isolation: worktree but its subagent_type is not general-purpose, warn that subagent_type will be overridden to general-purpose at spawn time (worktree isolation requires write access). This is not an error — pattern skills handle the override — but the role definition is internally inconsistent and should be fixed.

    Numeric fields

    worker_count (swarm) and approach_count (speculative) must be positive integers when present. Non-numeric values, zero, or negative values are invalid. Abort

    Topology-pattern agreement

    The preset's declared pattern must match the topology keys present in the preset config:

    PatternExpected keysUnexpected keys
    fan-outrolesstages, nodes
    pipelinestages or nodesbare roles
    task-graphnodesstages without depends_on
    map-reducemap_role, reduce_roleroles, stages
    speculativeapproach_role, judge_roleroles, stages
    swarmworker_roleroles, stages

    If unexpected keys are present, warn that the declared pattern may not match the intended topology. Ask the user to confirm.

    Watchdog prerequisite

    If the preset has watchdog: true, verify that the monitor role exists in the global roles: section. If missing, abort — the watchdog cannot be spawned without a role definition.

    Deprecated preset completeness

    If the preset has deprecated: true but no successor field, warn that no replacement can be suggested. The user can still proceed.

    Reserved names

    If any role name in the preset matches monitor or judge, warn that these names have special behavior in hooks (exemption from quality gates, speculative gate branching). Using them as regular specialist names will cause incorrect gate logic.

  5. Determine pattern from the selected preset's pattern field. If absent, default to fan-out. If the preset has deprecated: true, warn the user and suggest the successor preset instead. Proceed only if the user confirms

  6. Route to pattern skill — read and follow the corresponding skill

    PatternSkill
    fan-out (or absent)swarm-fan-out
    swarmswarm-swarm
    pipelineswarm-pipeline
    task-graphswarm-pipeline
    map-reduceswarm-map-reduce
    speculativeswarm-speculative

    Read the skill file and follow its checklist from step 1. Pass through: goal, target, selected roles/preset, and any user context.

  7. Watchdog modifier — if the preset has watchdog: true, the lead must spawn a monitor agent immediately after creating the team (the pattern skill's "Create Team" step). Spawn it BEFORE spawning any specialist/worker agents.

    Use the monitor role from $CLAUDE_PLUGIN_ROOT/config/swarm-roles.yaml.

    Read monitor_cron_interval_seconds from $CLAUDE_PLUGIN_ROOT/.claude-plugin/settings.json (default: 60). Include the resolved interval in the monitor's spawn prompt.

    • name: monitor
    • subagent_type: from the monitor role config (typically Explore)
    • run_in_background: true
    • prompt:
      • Identity: "Your name is monitor. You are part of team {team_name}."
      • Immediately send a "Monitoring started" message to the team lead via SendMessage (this satisfies the idle hook gate)
      • Call CronCreate with:
        • intervalSeconds: {monitor_cron_interval_seconds} (read from $CLAUDE_PLUGIN_ROOT/.claude-plugin/settings.json, default 60)
        • prompt: "Check TaskList for anomalies: tasks stuck in_progress, idle workers without findings, failed or blocked tasks. Send a SendMessage alert to the team lead for each anomaly found. Do not intervene directly — report only."
      • Do not intervene directly — report to the lead

    The monitor does not get its own task — it observes and reports. Include the monitor in shutdown (send shutdown_request to it).

    Pattern skills do NOT spawn the monitor. This section is the single source of truth for monitor spawning.

Gives 0 of the 12 instructions most agent orchestration skills give in ~1.8k tokens

Counted across 742 of the 995 authors here whose files we hold, read 2026-08-06

  • run the full test suite after integrating changesin 53 of 742, across 20 files
  • reference existing artifacts by path or URLin 52 of 742, across 22 files
  • dispatch one agent per independent problem domainin 50 of 742, across 17 files
  • verify fixes do not conflictin 45 of 742, across 13 files
  • include a suggested skills section in the documentin 45 of 742, across 15 files
  • redact sensitive informationin 41 of 742, across 11 files
  • save to the temporary directory of the operating systemin 39 of 742, across 9 files
  • tailor the document to user-provided focus argumentsin 39 of 742, across 9 files
  • spot check agent changes for systematic errorsin 34 of 742, across 7 files
  • write a handoff document summarising the current conversationin 31 of 742, across 6 files
  • assign each agent a specific scopein 23 of 742, across 8 files
  • provide specific scope and clear goalin 23 of 742, across 5 files

Said here and by no other author read

  • read the preset config and determine the pattern
  • generate a goal slug from the user goal description
  • lowercase the slug and remove special characters
  • collapse consecutive hyphens and truncate the slug
  • abort if the goal slug is empty
  • read roles config from the swarm roles file

Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.

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