> For the complete documentation index, see [llms.txt](https://docs.panora.exchange/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.panora.exchange/ai/agent-skills.md).

# Agent Skills

## Agent Skills

Agent Skills are Markdown files (`SKILL.md`) that AI coding agents load on demand. They teach the agent how to integrate Panora correctly — which package, which method, exact-match token rules, fee-payer flow, error catalog.

Source repo: [`panora-exchange/agent-skills`](https://github.com/panora-exchange/agent-skills).

### Install

```bash
# All four skills (auto-detects Claude Code / Cursor / Codex)
npx skills add panora-exchange/agent-skills

# Or one at a time
npx skills add panora-exchange/agent-skills --skill panora
npx skills add panora-exchange/agent-skills --skill panora-sdk
npx skills add panora-exchange/agent-skills --skill panora-widget
npx skills add panora-exchange/agent-skills --skill panora-rest
```

The `skills` CLI ([vercel-labs/skills](https://github.com/vercel-labs/skills)) clones the repo and symlinks the SKILL.md files into `~/.claude/skills/`, `~/.cursor/skills/`, `~/.codex/skills/` etc.

### What each skill covers

| Skill               | Audience                                      | The agent loads it when...                                    |
| ------------------- | --------------------------------------------- | ------------------------------------------------------------- |
| **`panora`**        | Traders, ops devs, agents using the CLI / MCP | "Swap APT to USDC", "create a DCA", "list my limit orders"    |
| **`panora-sdk`**    | Node / browser app developers                 | "Integrate `@panoraexchange/swap-sdk`", "do a fee-payer swap" |
| **`panora-widget`** | Frontend engineers embedding swap UI          | "Embed Panora swap in my Next.js app"                         |
| **`panora-rest`**   | Python / Go / Rust / curl devs                | "Call the Panora API from Python"                             |

The agent picks the right skill based on the user's request — you don't pick.

### What's inside a skill

```
skills/<name>/
├── SKILL.md       ← frontmatter (name, description, tags) + main playbook
├── examples.md    ← end-to-end snippets the agent reads on demand
└── reference.md   ← full API reference (panora, panora-sdk)
```

### Manage installed skills

```bash
npx skills list -g                                  # what's installed
npx skills update                                   # pull latest
npx skills remove                                   # interactive
```

### Related

* MCP Servers — skills point at MCP tools; install both for the full experience.
* CLI — the `panora` skill's anchor package.
* [`panora-exchange/agent-skills`](https://github.com/panora-exchange/agent-skills) on GitHub.


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

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