ai-native-toolkit
Health Uyari
- License — License: MIT
- Description — Repository has a description
- Active repo — Last push 0 days ago
- Low visibility — Only 7 GitHub stars
Code Basarisiz
- rm -rf — Recursive force deletion command in demo/scripts/demo-1-ctx-init.sh
- rm -rf — Recursive force deletion command in demo/scripts/demo-2-review.sh
- network request — Outbound network request in demo/vulnerable-saas/components/NotesList.tsx
Permissions Gecti
- Permissions — No dangerous permissions requested
Bu listing icin henuz AI raporu yok.
Open-source AI-native engineering plugins for Claude Code — project context, code review, security audit, task clarification, and more
AI Native Toolkit
Open-source plugins that turn vibe-coding into production-grade AI-native engineering.
Built for Claude Code; most plugins are runtime-agnostic and work in opencode too.
Quick Start
Claude Code
/plugin marketplace add OXI-717/ai-native-toolkit
/plugin install ctx@ai-native-toolkit
opencode
There is no marketplace install for opencode. Clone the repo and point skills.paths
at the plugins you want — skills are picked up recursively:
git clone https://github.com/OXI-717/ai-native-toolkit.git ~/ai-native-toolkit
// ~/.config/opencode/opencode.json
{
"skills": {
"paths": [
"~/ai-native-toolkit/plugins/review",
"~/ai-native-toolkit/plugins/pentest",
"~/ai-native-toolkit/plugins/gh-issues",
"~/ai-native-toolkit/plugins/infocompressor",
"~/ai-native-toolkit/plugins/deep-interview",
"~/ai-native-toolkit/plugins/ctx"
]
}
}
Restart opencode afterwards. Plugins not listed above depend on Claude Code hooks
and will not work — see Runtime support.
Plugins
| Plugin | What it does |
|---|---|
| ctx | Project context: AGENTS.md, rules, init, lint |
| review | Multi-agent code review with confidence filtering |
| pentest | Black-box security audit (L0-L3) |
| context-handoff | Preserve context across /compact and /clear |
| statusline | Claude Code status bar with usage limits |
| gh-issues | GitHub Issues as AI session memory |
| infocompressor | Dense reference specs from long documents |
| deep-interview | Clarify vague tasks before planning |
| screencast | Screencast demo videos of web-app flows |
| agent-teams | Multi-agent team coordination |
| notebooklm | Source-grounded answers from NotebookLM |
| cc-analytics | Claude Code usage analytics |
| openrouter-setup | OpenRouter as an OpenAI-compatible endpoint |
Runtime support
Claude Code is the reference runtime: everything works there. opencode loads skills
from skills.paths but does not execute plugin hooks, so anything whose value
comes from lifecycle hooks degrades or stops working.
| Plugin | Claude Code | opencode | Note |
|---|---|---|---|
| review | full | full | Skill plus gh CLI, no runtime-specific APIs |
| pentest | full | full | Recon needs a Playwright MCP server, configured separately |
| gh-issues | full | full | gh CLI and plain files only |
| infocompressor | full | full | Pure skill |
| deep-interview | full | full | Pure skill |
| ctx | full | partial | ctx-init and ctx-lint work; auto-loading AGENTS.md and rules needs a SessionStart hook |
| context-handoff | full | manual | Save/load via the skill still works; auto-restore across sessions needs hooks |
| statusline | full | no | Reads Claude Code status-bar config and usage data; no equivalent source in opencode |
ctx in this repo is the public edition: ctx-init and ctx-lint only. The vault,
meetings, people and research skills depend on private infrastructure and are not
exported.
4 Levels of AI-Native Development
Level 1: Vibe Coding — ask ChatGPT, paste code, hope it works
Level 2: Context & Rules → ctx, context-handoff, infocompressor, deep-interview — AI keeps your project and the task itself in focus between sessions
Level 3: Verified Development → review, pentest — AI reviews and audits your code
Level 4: Autonomous Agents → gh-issues, statusline — session state and visibility for long autonomous runs (statusline is Claude Code only)
License
MIT
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