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am-will/swarms
Multi-agent orchestration skills for Claude Code and Codex
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
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skills/co-design/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
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skills/parallel-task/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
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skills/parallel-task-spark/SKILL.md
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skills/parallel-task-tmux/SKILL.md
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skills/super-swarm/SKILL.md
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skills/super-swarm-spark/SKILL.md
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skills/swarm-planner/SKILL.md
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Heat
1.7- Star growth, last 7 daysNot available
- Star growth, last 24 hoursNot available
- Rank movement, last 7 daysNot available
- Commits, last 30 daysNot available
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekNot available
Heat never changes the order by stars, and sponsorship never touches it. How heat works
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30-day change not yet available: not enough history.
Individual skills in this repository
- co-design
skills/co-design - parallel-task
skills/parallel-task - parallel-task-spark
skills/parallel-task-spark - parallel-task-tmux
skills/parallel-task-tmux - super-swarm
skills/super-swarm - super-swarm-spark
skills/super-swarm-spark - swarm-planner
skills/swarm-planner
How it works
co-design
When your agent uses it
Only to be triggered by explicit /co-design commands. Parallel task executor that routes frontend/design tasks to Claude CLI print mode for superior design output.
What it loads into context
Frontmatter
38 tokensAlways available to the agent
SKILL.md
2,230 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Task Classification
- Process
- Monitoring Design Agents
- Error Handling
- Example Usage
- Execution Summary Template
Files
SKILL.mdcore9,404 bytesSKILL.mdcore9,404 bytesSKILL.mdcore9,404 bytesSKILL.mdcore9,404 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubparallel-task
When your agent uses it
Only to be triggered by explicit /parallel-task commands.
What it loads into context
Frontmatter
21 tokensAlways available to the agent
SKILL.md
1,266 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Error Handling
- Example Usage
- Execution Summary Template
Files
SKILL.mdcore5,589 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubparallel-task-spark
When your agent uses it
Only to be triggered by explicit /parallel-task-spark commands.
What it loads into context
Frontmatter
25 tokensAlways available to the agent
SKILL.md
1,347 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Error Handling
- Example Usage
- Execution Summary Template
Files
SKILL.mdcore5,871 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubparallel-task-tmux
When your agent uses it
Only to be triggered by explicit /parallel-task-tmux commands. Dependency-aware parallel plan execution that launches each unblocked Codex worker in a live tmux pane, keeps pane output visible in real time, and shrinks the layout by closing panes as tasks complete.
What it loads into context
Frontmatter
64 tokensAlways available to the agent
SKILL.md
1,545 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Execution Model
- Preflight
- Plan Parsing and Scheduling
- Worker Prompt Contract
- Launching tmux Workers
- Monitoring and Pane Reaping
- Validation and Wave Control
- Finalization
- Error Handling
- Example Usage
Scripts executed separately
scripts/tmux_reap_completed.shscripts/tmux_run_codex_task.shscripts/tmux_spawn_worker.sh
Files
SKILL.mdcore6,524 bytesSKILL.mdcore6,524 bytesSKILL.mdcore6,524 bytesSKILL.mdcore6,524 bytesSKILL.mdcore6,524 bytesSKILL.mdcore6,524 bytesSKILL.mdcore6,524 bytesSKILL.mdcore6,524 bytesSKILL.mdcore6,524 bytesSKILL.mdcore6,524 bytesSKILL.mdcore6,524 bytesagents/openai.yamlasset227 bytesscripts/tmux_reap_completed.shruns1,815 bytesscripts/tmux_run_codex_task.shruns1,436 bytesscripts/tmux_spawn_worker.shruns3,658 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubsuper-swarm
When your agent uses it
Only to be triggered by explicit super-swarm commands.
What it loads into context
Frontmatter
22 tokensAlways available to the agent
SKILL.md
1,842 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Scheduling Policy (Required)
- Error Handling
- Example Usage
- Execution Summary Template
Files
SKILL.mdcore8,253 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubsuper-swarm-spark
When your agent uses it
Only to be triggered by explicit super-swarm-spark commands.
What it loads into context
Frontmatter
26 tokensAlways available to the agent
SKILL.md
1,642 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Scheduling Policy (Required)
- Error Handling
- Example Usage
- Execution Summary Template
Files
SKILL.mdcore7,113 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubswarm-planner
When your agent uses it
[EXPLICIT INVOCATION ONLY] Creates dependency-aware implementation plans optimized for parallel multi-agent execution.
What it loads into context
Frontmatter
39 tokensAlways available to the agent
SKILL.md
1,359 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Core Principles
- Process
- Plan Template
- Important
Files
SKILL.mdcore5,505 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubSkills included
- co-design
- parallel-task
- parallel-task-spark
- parallel-task-tmux
- super-swarm
- super-swarm-spark
- swarm-planner
Repository facts
- License
- No license detected
- Created
- Feb 2, 2026
- Last pushed
- Apr 18, 2026
- Forks
- 19
- Open issues
- 0
- Project activity
- Slowing
Before you install
Local scriptsAutomated signals, not a guarantee
Checked Nov 6, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 13 notes
skills/co-design/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/co-design/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/co-design/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/parallel-task-tmux/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/parallel-task-tmux/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/parallel-task-tmux/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/parallel-task-tmux/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/parallel-task-tmux/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/parallel-task-tmux/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/parallel-task-tmux/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/parallel-task-tmux/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/parallel-task-tmux/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/parallel-task-tmux/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- No dangerous shell commands
- No network access
- No hidden or obfuscated text
- No instruction overrides
- No access to secrets
- No requests to vote in Hot
Show all 3 signals by file
skills/parallel-task-tmux/scripts/tmux_reap_completed.sh
- Executable scriptline 1
#!/usr/bin/env bash
skills/parallel-task-tmux/scripts/tmux_run_codex_task.sh
- Executable scriptline 1
#!/usr/bin/env bash
skills/parallel-task-tmux/scripts/tmux_spawn_worker.sh
- Executable scriptline 1
#!/usr/bin/env bash
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Some files could not be read; the facts below still hold.
Signal confidence: 3 facts
- Executable script in code of a file that runsparallel-task-tmux/scripts/tmux_reap_completed.sh:1High confidence
- Executable script in code of a file that runsparallel-task-tmux/scripts/tmux_run_codex_task.sh:1High confidence
- Executable script in code of a file that runsparallel-task-tmux/scripts/tmux_spawn_worker.sh:1High confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md skills/co-design/SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md skills/co-design/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md skills/co-design/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md skills/co-design/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md skills/co-design/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md skills/co-design/SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.
