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ponder

Convergent deliberation loop - repeated grading passes over one subject until the answer stops changing, with coverage enforced so no unit is silently skipped. Use when the user says "ponder <anything>" ("ponder the UI", "ponder our error handling"), "think this over properly", "keep thinking until it converges", "keep looping until it converges", "loop on this until it stops changing", "go through all the screens and grade them", "audit/rate/grade every X", or asks for any broad sweep-and-grade across many units where a single pass would miss things. Also use to resume or recover a ponder already in flight - "where were we", "carry on pondering", a lost thread mid-loop, or a .ponder/ directory in the project - where the move is to run ponder status rather than start over.

v1.0.0New

#github-copilot

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Install this skill

Run this command in your terminal. No account required — it auto-detects your AI tool and installs the skill file.

npx @skills-hub-ai/cli install github-copilot-ponder

Or download directly:

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Setup by platform

Claude Code

~/.claude/skills/<skill>/SKILL.md

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Install

One-click setup for your editor

Run in your project root

npx @skills-hub-ai/cli install github-copilot-ponder --target claude-code

Instructions

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Frequently asked questions about ponder

What does the ponder skill do?

How do I install the ponder skill?

Run `npx @skills-hub-ai/cli install github-copilot-ponder` from your terminal. The CLI writes the SKILL.md to the correct location for your AI tool (e.g. ~/.claude/skills/github-copilot-ponder/ for Claude Code or ~/.cursor/skills/ for Cursor with --target cursor) and adds it to your project's .skills.json lockfile.

Which AI tools does ponder work with?

ponder runs in Claude Code. It follows the open Agent Skills standard (SKILL.md), so the same skill works in every supported tool without modification.

Is the ponder skill free?

Yes. Every skill on skills-hub.ai is free and open-source. There are no premium tiers, paywalls, or usage limits. You only pay for whatever AI assistant you're already using.

How do I use ponder after installing it?

In Claude Code, type `/github-copilot-ponder` (or whatever slash command the skill registers) and the AI follows the skill's instructions immediately. You can also reference it by name in natural language, your AI loads the skill into context when relevant.

Can I share the ponder skill with my team?

Yes. Commit your project's .skills.json lockfile and teammates run `npx @skills-hub-ai/cli install` (no args) to install every skill at the exact version you pinned. Organization-scoped installs work via skills-hub.ai organizations.