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auto-tag
Automatically analyze and tag untagged [Gorgias](https://composio.dev/toolkits/gorgias) tickets based on content.
defuddle
Extract clean markdown content from web pages using Defuddle CLI, removing clutter and navigation to save tokens. Use instead of WebFetch when the user provides a URL to read or analyze, for online documentation, articles, blog posts, or any standard web page.
feature-announcement-writer
Generate a multi-format feature announcement pack from a single product description — no copywriting experience needed. Produces 4 ready-to-use formats: changelog entry, email, in-app push, and social post. Use when launching a new feature, announcing a beta, or preparing a communication pack for multiple channels. Triggers: 'write feature announcement', 'feature announcement writer', 'generate an
citation-enforcer
Forces every code-related claim to include file:line citations. No citation means the claim must be verified or removed. Use when building documentation, writing code reviews, or any output that others will rely on.
translate-ticket
Translate a customer message and draft a reply in their language.
multi-lang-readme
Create multilingual README files by translating an existing README into target languages. Use when users ask for bilingual or multilingual README output, such as "create bilingual README", "translate README to Japanese", or "add Chinese README". Supports English, German (de), Japanese (ja), Korean (ko), and Chinese (zh-CN).
chatbot-review
Review and improve AI chatbot responses using conversation logs from [Botsonic](https://composio.dev/toolkits/botsonic), [Docsbot](https://composio.dev/toolkits/docsbot-ai), or [Landbot](https://composio.dev/toolkits/landbot)
claude-md-optimizer
Optimize oversized CLAUDE.md files using progressive disclosure. Analyzes content tiers, detects encryption constraints, creates sub-documents, and rewrites the main file with a Sub-Documentation Table. Triggers: optimize CLAUDE.md, reduce CLAUDE.md size, CLAUDE.md too long, apply progressive disclosure to CLAUDE.md
humanize-writing
Use when the user wants text to sound more human, says writing sounds "too AI" or "too ChatGPT," asks to humanize or rewrite a draft to feel natural, or shares content wanting it to feel authentic and less robotic. Also applies to LinkedIn posts, blog drafts, or emails where the user wants a more genuine voice.
golang-documentation
Comprehensive documentation guide for Golang projects, covering godoc comments, README, CONTRIBUTING, CHANGELOG, Go Playground, Example tests, API docs, and llms.txt, to be used when writing or reviewing doc comments, documentation, adding code examples, setting up doc sites, or discussing documentation best practices. This guide triggers for both libraries and applications/CLIs.
golang-safety
Defensive Golang coding to prevent panics, silent data corruption, and subtle runtime bugs. Apply when writing or reviewing Go code involving nil-prone types, numeric conversions, resource lifecycle, or defensive copying, and for questions on nil panics, append aliasing, map concurrent access, or float comparison.
overleaf
Refreshes local .tex/.bib files from Overleaf before AI edits to prevent the agent from working on outdated versions, addressing typical Overleaf-to-Dropbox sync delays.