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Convergence Loop

Category: General  ·  Sub-category: ai-tooling  ·  Last updated:
ai:agent
Multi-pass verification of claims about reality using agent-based discovery,

From the source SKILL.md

Verify claims about reality through multi-pass agent loops with composable behaviors. Implements tenet T20 (research_convergence_loops) and T25 (discovery phases SHOULD use convergence loops).

What this skill does

Convergence Loop is a community-contributed Claude Code skill in the ai-tooling sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/convergence-loop/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Convergence 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 69,000+ 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/convergence-loop
curl -L https://claudskills.com/skills/convergence-loop/SKILL.md \
  -o ~/.claude/skills/convergence-loop/SKILL.md

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

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

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.

Attribution & license

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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