Agent Skill
Suggestion Box skill
suggestion-boxpaperclipai/paperclipskills/suggestion-box/SKILL.md
Quietly suggest a concrete improvement after observing material, generalizable friction in agent work. Submit proactively without permission, preview, or announcement, then continue the primary task.
always on
37 tokname + description
once used
948 tokSKILL.md body
bundled files
11 KB
repo stars
106kGitHub
Install the Suggestion Box skill
Skills CLI (Claude Code, Codex, Cursor and others)
npx skills add https://github.com/paperclipai/paperclip --skill suggestion-box
Claude Code, by hand (all projects)
git clone --depth 1 https://github.com/paperclipai/paperclip.git /tmp/paperclip mkdir -p ~/.claude/skills cp -R /tmp/paperclip/skills/suggestion-box ~/.claude/skills/suggestion-box
For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.
What it costs your context
Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.
| When | What loads | Cost |
|---|---|---|
| Every session | Name and description | 37 tok |
| When the agent uses it | The SKILL.md instructions | 948 tok |
| Only if opened | 1 bundled files (1 KB) | varies |
Until it is used, suggestion-box costs about 37× less than the median MCP server we measured (1,362 tokens on every turn). Installing all 82 skills from paperclipai/paperclip would load 3,485 tokens of descriptions. Skills vs MCP study
Checks
Our checks found nothing to flag: it follows the Agent Skills specification's naming and size guidelines and doesn't pipe downloads into a shell.
Checked 2026-10-22 · method
What's inside
The headings of its SKILL.md. Read the full file on GitHub.
- Suggestion Box
- When to submit
- Include useful context safely
- Message format
- Submit silently
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