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Dag Runtime

Category: Engineering  ·  Sub-category: observability  ·  Last updated:
Executes DAG workflows with parallel wave processing, agent spawning, context isolation, permission enforcement, and full execution tracing. Use when running a planned DAG, managing concurrent agent execution, enforcing isolation boundaries, or tracing execution for debugging. Activate on "execute DAG", "run workflow", "spawn agents", "parallel execution", "execution trace", "agent isolation". NOT for planning DAGs (use dag-planner), validating outputs (use dag-quality), or matching skills (use dag-skills-matcher).

About this skill (catalog notes)

Dag Runtime includes pricing or quota commentary; 5 code blocks for direct copy-paste. The SKILL.md runs to about 814 words, in the catalog's typical mid-range.

Original author
curiositech
Indexed lastmod
Catalog position
Engineering · observability
Indexed related skills
10

How Dag Runtime fits the catalog

Dag Runtime sits in the Engineering category under the observability sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

Executes DAG workflows with parallel wave processing, agent spawning, context isolation, permission enforcement, and full execution tracing.

What this skill does

Dag Runtime is a community-contributed Claude Code skill in the observability sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/dag-runtime/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when running a planned DAG, managing concurrent agent execution, enforcing isolation boundaries, or tracing execution for debugging. Activate on "execute DAG", "run workflow", "spawn agents", "parallel execution", "execution trace", "agent isolation".

Who uses this skill

The Dag Runtime Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 94,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/dag-runtime
curl -L https://claudskills.com/skills/dag-runtime/SKILL.md \
  -o ~/.claude/skills/dag-runtime/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/dag-runtime/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/dag-runtime/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\dag-runtime\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Dag Runtime Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/dag-runtime/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Dag Runtime skill do?
Executes DAG workflows with parallel wave processing, agent spawning, context isolation, permission enforcement, and full execution tracing. Use when running a planned DAG, managing concurrent agent execution, enforcing isolation boundaries, or tracing execution for debugging. Activate on "execute DAG", "run workflow", "spawn agents", "parallel execution", "execution trace", "agent isolation". NOT for planning DAGs (use dag-planner), validating outputs (use dag-quality), or matching skills (use dag-skills-matcher).
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Dag Runtime skill?
Use Dag Runtime when your Claude Code task falls under the Engineering category — specifically in the observability area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Dag Runtime" or describe the task and let Claude pick). Browse related skills at /category/engineering/.
What is a Claude Code skill and how does the Dag Runtime skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Dag Runtime is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
curiositech. (2026). Dag Runtime [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/dag-runtime/
BibTeX
@misc{dag-runtime-2026,
  author    = {curiositech},
  title     = {Dag Runtime [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/dag-runtime/}
}

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Browse all Engineering skills in the ClaudSkills registry, or explore these other picks from the same category:

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