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ClaudSkills / Science & Research / research-methods

Ringer

Category: Science & Research  ·  Sub-category: research-methods  ·  Last updated:
ai:agent
Orchestrator playbook and routing rules for Ringer, the verified-swarm delegation tool (ringer.py). TRIGGER — load BEFORE acting, not after — whenever: you are about to run ANY script or command that calls a model or drives a conversational/eval harness (probe, smoke test, simulation, grader, persona conversation) outside a live Ringer run; you are about to start an edit→test→edit loop or a batch of similar edits across files; you are about to do a "quick check" that spawns a model or a CLI agent; you are reviewing or diagnosing failed worker or model output; you catch yourself thinking a task is "small enough to just do myself" — that thought IS the trigger (a single task is a one-task manifest, and a bounded read-only question is `ringer.py ask`); or you are writing or reviewing a manifest, choosing a swarm pattern (review swarm, fix swarm, focus group, bakeoff, research-with-proof), picking a worker engine, or debugging a failed run. SKIP only for: reading or searching files, git operations, a one-file few-line ONE-SHOT edit (once — if you are back for a second pass, that is a loop: TRIGGER), authoring prose/specs/docs straight from your own context, or pure conversation.
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What this skill does

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

Who uses this skill

The Ringer Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 185,000+ 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/ringer
curl -L https://claudskills.com/skills/ringer/SKILL.md \
  -o ~/.claude/skills/ringer/SKILL.md

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

Skills live at ~/.claude/skills/ringer/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\ringer\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 Ringer Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/ringer/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Ringer skill do?
Orchestrator playbook and routing rules for Ringer, the verified-swarm delegation tool (ringer.py). TRIGGER — load BEFORE acting, not after — whenever: you are about to run ANY script or command that calls a model or drives a conversational/eval harness (probe, smoke test, simulation, grader, persona conversation) outside a live Ringer run; you are about to start an edit→test→edit loop or a batch of similar edits across files; you are about to do a "quick check" that spawns a model or a CLI agent; you are reviewing or diagnosing failed worker or model output; you catch yourself thinking a task is "small enough to just do myself" — that thought IS the trigger (a single task is a one-task manifest, and a bounded read-only question is `ringer.py ask`); or you are writing or reviewing a manifest, choosing a swarm pattern (review swarm, fix swarm, focus group, bakeoff, research-with-proof), picking a worker engine, or debugging a failed run. SKIP only for: reading or searching files, git operations, a one-file few-line ONE-SHOT edit (once — if you are back for a second pass, that is a loop: TRIGGER), authoring prose/specs/docs straight from your own context, or pure conversation.
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 Ringer skill?
Use Ringer when your Claude Code task falls under the Science & Research category — specifically in the research methods 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 Ringer" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the Ringer 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. Ringer is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research 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
NateBJones-Projects. (2026). Ringer [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/ringer/
BibTeX
@misc{ringer-2026,
  author    = {NateBJones-Projects},
  title     = {Ringer [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/ringer/}
}

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Security scan

Grade A · scanned 2026-08-14 — free static scan against the OWASP Agentic Skills Top 10.

The scan flagged 2 of 10 categories (filesystem, network), 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.

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More Science & Research skills

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

Browse all Science & Research skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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