Super Loop
The durable front door to a "super loop" — launching HEADLESS work sessions in BULK, one detached `/goal` worker per bounded account session slot, each resolving a top-ranked ready leaf and closing it by witnessed ancestry. Wraps the proven launchers (`tools/issue_dispatch.py --wave`, `fak dispatch wave`, `tools/launch_wave_detached.ps1`) with the discipline the raw scripts assume: PLAN by default, price the fan-out for tree-collisions AND account capacity before a single worker spawns, re-check the no-DoS preflight cap per spawn, and never confuse a launch with a ship. Regime-aware, not a fixed script: it reads the host first and adapts. Its FIRST move is a one-read gate that short-circuits when a standing dispatcher (`FleetIssueDispatch`) is already gardening — so it never marches the whole launch procedure only to discover the loop was already running. Otherwise it adapts — RECLAIM stale workers/residue before growing, RAMP a cold host canary-first (promote on witnessed commits), and run 12h+ MARATHONS as a cadence of waves with budget and stop signals. Use when the operator says "launch a wave", "run a super loop", "spin up N workers on the top issues", "fan out headless sessions", "drain the backlog in parallel", "start the overnight fleet", "clean up the old workers first", "ramp up slowly", or "keep it running for 12 hours".
Security AStatic scan found no risk patternsHow grading works ›
What this skill does
Super Loop is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/super-loop/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when the operator says "launch a wave", "run a super loop", "spin up N workers on the top issues", "fan out headless sessions", "drain the backlog in parallel", "start the overnight fleet", "clean up the old workers first", "ramp up slowly", or "keep it running for 12 hours".
Who uses this skill
The Super Loop Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ 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/super-loop
curl -L https://claudskills.com/skills/super-loop/SKILL.md \
-o ~/.claude/skills/super-loop/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/super-loop/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/super-loop/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\super-loop\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.
Frequently asked questions
How do I install the Super Loop Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/super-loop/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the Super Loop skill do?
The durable front door to a "super loop" — launching HEADLESS work sessions in BULK, one detached `/goal` worker per bounded account session slot, each resolving a top-ranked ready leaf and closing it by witnessed ancestry. Wraps the proven launchers (`tools/issue_dispatch.py --wave`, `fak dispatch wave`, `tools/launch_wave_detached.ps1`) with the discipline the raw scripts assume: PLAN by default, price the fan-out for tree-collisions AND account capacity before a single worker spawns, re-check the no-DoS preflight cap per spawn, and never confuse a launch with a ship. Regime-aware, not a fixed script: it reads the host first and adapts. Its FIRST move is a one-read gate that short-circuits when a standing dispatcher (`FleetIssueDispatch`) is already gardening — so it never marches the whole launch procedure only to discover the loop was already running. Otherwise it adapts — RECLAIM stale workers/residue before growing, RAMP a cold host canary-first (promote on witnessed commits), and run 12h+ MARATHONS as a cadence of waves with budget and stop signals. Use when the operator says "launch a wave", "run a super loop", "spin up N workers on the top issues", "fan out headless sessions", "drain the backlog in parallel", "start the overnight fleet", "clean up the old workers first", "ramp up slowly", or "keep it running for 12 hours".
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 Super Loop skill?
Use Super Loop when your Claude Code task falls under the General category — specifically in the general misc 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 Super Loop" or describe the task and let Claude pick). Browse related skills at
/category/general/.
What is a Claude Code skill and how does the Super Loop 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. Super Loop is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General 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
anthony-chaudhary. (2026). Super Loop [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/super-loop/
BibTeX
@misc{super-loop-2026,
author = {anthony-chaudhary},
title = {Super Loop [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/super-loop/}
}
Embed this skill
Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →
Badge
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<iframe>
<iframe src="https://claudskills.com/embed/super-loop.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Super Loop"></iframe>
Security scan
Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.
The scan flagged 1 of 10 categories (filesystem), including lower-severity patterns. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.
- ✓ Prompt injection
- ✓ Data exfiltration
- ✓ Supply chain
- ✓ Reverse shell
- ✓ Credentials
- ✓ Execution
- ⚠ Filesystem
- ✓ Persistence
- ✓ Obfuscation
- ✓ Network
Show this grade on your repo (click to copy):
[](https://claudskills.com/skills/super-loop/#security)
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