compress
NewRewrite agent and skill definitions using compact math/logic notation to reduce token usage while preserving semantics.
Summary
This skill rewrites agent and skill definitions using compact math/logic notation to reduce token usage while preserving semantics.
- It is useful for developers who want to optimize their Claude Code configurations for lower token consumption and faster processing.
Overview
<p align="center"> <img src="brand/roxabi-plugins-logo.gif" alt="roxabi-plugins logo" width="400"> </p>
<h1 align="center">Roxabi-plugins</h1>
<p align="center"> <img src="https://img.shields.io/badge/license-MIT-22c55e" alt="License"> <img src="https://img.shields.io/badge/Bun-runtime-FBF0DF?logo=bun&logoColor=black" alt="Bun"> <img src="https://img.shields.io/badge/Claude%20Code-plugins-CC785C" alt="Claude Code"> </p>
<p align="center">Open-source Claude Code plugins by <a href="https://github.com/Roxabi">Roxabi</a>. Context engineering tools for teams using Claude Code.</p>
Why
Every team using Claude Code ends up reinventing the same things: documenting their workflow in CLAUDE.md, writing custom slash commands for code review, figuring out how to structure CI setup prompts, syncing docs after a refactor. It works, but it's disposable — none of it is reusable across projects.
Roxabi plugins are the reusable layer on top of Claude Code. Each plugin ships opinionated, battle-tested skills and agents for a specific domain. Install what you need, skip what you don't, and get consistent AI-assisted workflows across every project without starting from scratch.
Quick Start
# 1. Add the marketplace (once per machine)
claude plugin marketplace add Roxabi/roxabi-plugins
# 2. Install the plugin you need
claude plugin install dev-core # full dev lifecycle
claude plugin install dev-init # project initialization
claude plugin install compress # token-efficient skill notationThen trigger any skill by describing what you want — no slash commands to memorize:
"start working on issue #42" → /dev
"improve readme" → /readme-upgrade
"sync docs after this refactor" → /doc-sync
"scrape and summarize this URL" → /summarize (install roxabi-intel marketplace)How it works
Each plugin is self-contained: it ships skills (trigger-phrase workflows), agents (specialized sub-processes), and optionally hooks (automated guardrails that run on every tool call). Claude Code discovers and loads them automatically on install.
flowchart LR
A[claude plugin install] --> B[Skills loaded into Claude]
B --> C{You describe a task}
C --> D[Claude matches trigger phrase]
D --> E[Skill runs — agents, tools, hooks]
E --> F[Result in your repo]Plugins are project-agnostic: they read your stack from .claude/stack.yml at runtime and adapt to your framework, package manager, and file layout. The same dev-core plugin works on a NestJS monorepo and a Django service.
Plugins
Development lifecycle
| Plugin | Description |
|---|---|
| dev-init | Project initialization harness — orchestrates env-setup, github-setup, ci-setup, release-setup in one shot. Idempotent, with axial ADR gate. |
| dev-core | Full dev workflow — frame, analyze, spec, plan, implement, review, ship. 30 skills, 9 agents, safety hooks. Issues-only (no Projects V2 board); issue triage lives in the separate roxabi-issues plugin. Project-agnostic via stack.yml. Quality gates (Python): file-length / folder-size / import-layer pre-commit hooks via quality_gates: in stack.yml |
Content & branding
| Plugin | Description |
|---|---|
| linkedin-post-generator | Generate LinkedIn posts with best practices and visual identity |
| image-prompt-generator | Generate AI image prompts with style consistency |
Forge has moved to its own marketplace: Roxabi/roxabi-forge. Install:
claude plugin marketplace add Roxabi/roxabi-forgeIDNA is now a standalone Python service at Roxabi/roxabi-idna — no longer shipped as a Claude Code plugin.
Career tools
| Plugin | Description |
|---|---|
| cv | Generate and adapt CVs from structured data |
| linkedin-apply | Scrape and score LinkedIn job offers with LLM matching |
Utilities
| Plugin | Description |
|---|---|
| compress | Rewrite agent/skill definitions using compact math/logic notation to reduce token usage |
| 1b1 | Walk through a list of items one by one — brief, decide, execute, repeat |
| get-invoice-details | Extract and store invoice details from documents |
Endorsed marketplaces
External plugin marketplaces we endorse. Install them directly — no vendoring needed.
claude plugin marketplace add <source>| Marketplace | Description | Source |
|---|---|---|
| agent-browser | Headless browser automation CLI for AI agents — navigate, click, fill, screenshot, scrape | vercel-labs/agent-browser |
| roxabi-vault | Persistent memory for agents — SQLite+FTS5 knowledge base with 7 vault skills | Roxabi/roxabi-vault |
| claude-plugins-official | Official Anthropic plugin marketplace — LSPs, integrations, and workflow skills | anthropics/claude-plugins-official |
| knowledge-work-plugins | Official Anthropic knowledge-work plugins — design, legal, marketing, product-management, sales | anthropics/knowledge-work-plugins |
| anthropic-agent-skills | Official Anthropic agent skills repository | anthropics/skills |
| context7 | Upstash Context7 MCP server — version-specific documentation lookup from source repos | upstash/context7 |
| visual-explainer | Self-contained HTML pages with diagrams, visualizations, data tables, and slide decks | nicobailon/visual-explainer |
| ui-ux-pro-max-skill | UI/UX design intelligence — 67 styles, 96 palettes, 57 font pairings, 25 charts | nextlevelbuilder/ui-ux-pro-max-skill |
| roxabi-video-engine | Programmatic video generation — 55 React components, 13 kits, headless MP4 rendering | Roxabi/roxabi-production |
| frontend-slides | Zero-dependency HTML presentations — 12 presets, PPT conversion, Vercel deploy + PDF export | zarazhangrui/frontend-slides |
| roxabi-live | Issue management — the roxabi-issues plugin (labels + native relations, no Projects V2). Relocated from dev-core | Roxabi/roxabi-live |
Data storage
Data-producing plugins store user data in ~/.roxabi-vault/ — never in the repo. Override the location with the ROXABI_VAULT_HOME environment variable. Vault functionality is provided by roxabi-vault.
| Plugin | Data location |
|---|---|
| cv | ~/.roxabi-vault/cv/ |
| linkedin-post-generator | ~/.roxabi-vault/content/ (shared) |
| get-invoice-details | ~/.roxabi-vault/invoices/ |
| image-prompt-generator | ~/.roxabi-vault/config/, ~/.roxabi-vault/image-prompts/ |
| linkedin-apply | ~/.roxabi-vault/linkedin-apply/ |
Marketplace architecture
Two kinds of plugins live in this repo:
Native plugins — built and maintained by Roxabi. We own the full lifecycle: dev-core, dev-init, compress, 1b1, cv, linkedin-post-generator, image-prompt-generator, get-invoice-details, linkedin-apply.
Wrapped plugins — high-quality external skills with no versioning or install mechanism in their source repo. Roxabi adds plugin structure and vendors the source (via git subtree or file copy) so they become installable. New wrapped plugins go into external/.
External plugin marketplaces we endorse are tracked in `.claude-plugin/external-registry.json` (source of truth). `.claude-plugin/curated-marketplaces.json` mirrors the curated list for runtime discovery — the /dev-core ci-setup skill reads it and offers installation — no skill edits needed to add a new endorsed source.
Contributing
See CONTRIBUTING.md for how to add a plugin, wrap an external skill, or improve an existing one.
[!TIP]
The fastest way to add a plugin is to follow the step-by-step guide in CLAUDE.md — it covers directory structure, frontmatter, marketplace registration, and the commit format.
License
MIT
Install & Usage
mkdir -p .claude/skillsmkdir -p .claude/skills && curl -o .claude/skills/compress.md https://raw.githubusercontent.com/Roxabi/roxabi-plugins/main/SKILL.md/compressUse Cases
Usage Examples
/compress agent my_agent: rewrite its definition using compact math/logic notation
/compress skill my_skill: convert instructions to minimal token form
Compress all skill definitions in the current project to reduce token usage
Security Audits
Frequently Asked Questions
What is compress?
This skill rewrites agent and skill definitions using compact math/logic notation to reduce token usage while preserving semantics. It is useful for developers who want to optimize their Claude Code configurations for lower token consumption and faster processing.
How to install compress?
To install compress: create the skills directory (mkdir -p .claude/skills), then run: mkdir -p .claude/skills && curl -o .claude/skills/compress.md https://raw.githubusercontent.com/Roxabi/roxabi-plugins/main/SKILL.md. Finally, /compress in Claude Code.
What is compress best for?
compress is a skill categorized under Development. It is designed for: agent. Created by Roxabi.
What can I use compress for?
compress is useful for: Compress a verbose agent definition into a concise mathematical/logical form.; Reduce token count of skill instructions by converting natural language to compact notation.; Optimize multiple skill definitions in a project to fit within token limits.; Refactor a large CLAUDE.md file using logic notation for efficiency.; Standardize agent behaviors with minimal token overhead across team projects.; Prepare skill definitions for deployment in token-constrained environments..