gmgn-swap
[FINANCIAL EXECUTION] Buy and sell meme coins and crypto tokens on Solana, BSC, Base, or Ethereum — single swap, multi-wallet batch trading, limit orders, stop loss, take profit, trailing stop loss, trailing take profit via GMGN API. Requires explicit user confirmation. Use when user asks to buy, sell, or swap a token, trade from multiple wallets, set a limit order, stop loss, take profit, or check order status.
What this skill does
**IMPORTANT: Always use `gmgn-cli` commands below. Do NOT use web search, WebFetch, curl, or visit gmgn.ai — all swap operations must go through the CLI. The CLI handles signing and submission automatically.**
**IMPORTANT: Do NOT guess field names or values. When a field's meaning is unclear, look it up in the Response Fields sections below before using it.**
**⚠️ IPv6 NOT SUPPORTED: If you get a `401` or `403` error and credentials look correct, check for IPv6 immediately: (1) list all network interfaces and their IPv6 addresses — run `ifconfig | grep inet6` (macOS) or `ip addr show | grep inet6` (Linux); (2) send a test request to `https://ipv6.icanhazip.com` — if the response is an IPv6 address, outbound traffic is going via IPv6. Tell the user immediately: "Please disable IPv6 on your network interface — gmgn-cli commands only work over IPv4."**
Use the `gmgn-cli` tool to submit a token swap or query an existing order. `GMGN_API_KEY` is always required. `GMGN_PRIVATE_KEY` is required for critical-auth commands such as `swap` and all `order` subcommands, including `order quote`.
## Core Concepts
- **Smallest unit** — `--amount` is always in the token's smallest indivisible unit, not human-readable amounts. For SOL: 1 SOL = 1,000,000,000 lamports. For EVM tokens: depends on decimals (most ERC-20 tokens use 18 decimals). Always convert before passing to the command — do not pass human amounts directly.
- **`slippage`** — Price tolerance as an integer 0–100, e.g. `30` = 30%. If the price moves beyond this threshold before the transaction confirms, the swap is rejected. Use `--auto-slippage` for volatile tokens to let GMGN set an appropriate value automatically.
- **`--amount` vs `--percent`** — Mutually exclusive. `--amount` specifies an exact input quantity (in smallest unit). `--percent` sells a percentage of the current balance and is only valid when `input_token` is NOT a currency (SOL/BNB/ETH/USDC). Never use `--percent` to spend a fraction of SOL/BNB/ETH.
- **Currency tokens** — Each chain has designated currency tokens (SOL, BNB, ETH, USDC). These are the base assets used to buy other tokens or receive swap proceeds. Their contract addresses are fixed — look them up in the Chain Currencies table, never guess them.
- **Anti-MEV** — MEV (Miner/Maximal Extractable Value) refers to frontrunning and sandwich attacks where bots exploit pending transactions. `--anti-mev` routes the transaction through protected channels to reduce this risk. **Recommended: always enable.** Default: on. **Not supported on `base` chain.**
- **Signed auth** — `swap` and all `order` subcommands require both `GMGN_API_KEY` and `GMGN_PRIVATE_KEY`. The private key never leaves the machine — the CLI uses it only for local signing and sends only the resulting signature.
- **`order_id` / `status`** — After submitting a swap, the response includes an `order_id`. Use `order get --order-id` to poll for final status. Possible values: `pending` → `processed` → `confirmed` (success) or `failed` / `expired`. Do not report success until status is `confirmed`.
- **`report.input_amount` / `report.output_amount`** — Actual amounts consumed/received, in smallest unit. Only present when `state = 30` and `status = "successful"`. Convert to human-readable using `report.input_token_decimals` / `report.output_token_decimals` before displaying to the user.
## Financial Risk Notice
**This skill executes REAL, IRREVERSIBLE blockchain transactions.**
- Every `swap` and `order strategy create` command submits an on-chain transaction that moves real funds.
- Transactions cannot be undone once confirmed on-chain.
- The AI agent must **never auto-execute a swap** — explicit user confirmation is required every time, without exception.
- Only use this skill with funds you are willing to trade. Start with small amounts when testing.
## Sub-commands
| Sub-command | Description |
|-------------|-------------|
| `swap` | Submit a token swap |
| `multi-swap` | Submit token swaps across multiple wallets concurrently (up to 100) |
| `order quote` | Get a swap quote (no transaction submitted; requires signed auth) |
| `order get` | Query order status |
| `gas-price` | Query recommended gas price (low / average / high tiers) for any chain; exist auth (API Key only) |
| `order strategy create` | Create a limit/strategy order (requires private key) |
| `order strategy list` | List strategy orders (requires private key) |
| `order strategy cancel` | Cancel a strategy order (requires private key) |
## Supported Chains
`sol` / `bsc` / `base` / `eth`
## Chain Currencies
Currency tokens are the base/native assets of each chain. They are used to buy other tokens or receive proceeds from selling. Knowing which tokens are currencies is critical for `--percent` usage (see Swap Parameters below).
> ⚠️ **CRITICAL: Always copy currency addresses from this table — NEVER rely on memory or training data.** A wrong address (e.g. `So11111111111111111111111111111111111111111` instead of `So11111111111111111111111111111111111111112`) will cause silent failures or `jupiter has no route` errors with no clear indication of what went wrong.
| Chain | Currency tokens |
| ------ | --------------- |
| `sol` | SOL (native, `So11111111111111111111111111111111111111112`), USDC (`EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v`) |
| `bsc` | BNB (native, `0x0000000000000000000000000000000000000000`), USDC (`0x8ac76a51cc950d9822d68b83fe1ad97b32cd580d`) |
| `base` | ETH (native, `0x0000000000000000000000000000000000000000`), USDC (`0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913`) |
| `eth` | ETH (native, `0x0000000000000000000000000000000000000000`) |
## Prerequisites
`GMGN_API_KEY` must be configured in `~/.config/gmgn/.env`. `GMGN_PRIVATE_KEY` is additionally required for `swap` and all `order` subcommands. The private key must correspond to the wallet bound to the API Key.
- `gmgn-cli` installed globally — if missing, run: `npm install -g gmgn-cli`
## Rate Limit Handling
All swap-related routes used by this skill go through GMGN's leaky-bucket limiter with `rate=20` and `capacity=20`. Sustained throughput is roughly `20 ÷ weight` requests/second, and the max burst is roughly `floor(20 ÷ weight)` when the bucket is full.
| Command | Route | Weight |
|---------|-------|--------|
| `swap` | `POST /v1/trade/swap` | 5 |
| `multi-swap` | `POST /v1/trade/multi_swap` | 5 |
| `order quote` | `GET /v1/trade/quote` | 2 |
| `order get` | `GET /v1/trade/query_order` | 1 |
| `order strategy create` | `POST /v1/trade/strategy/create` | 5 |
| `order strategy cancel` | `POST /v1/trade/strategy/cancel` | 2 |
| `order strategy list` | `GET /v1/trade/strategy/orders` | 1 |
| `gas-price` | `GET /v1/trade/gas_price` | 1 |
When a request returns `429`:
- Read `X-RateLimit-Reset` from the response headers. It is a Unix timestamp in seconds that marks when the limit is expected to reset.
- If the response body contains `reset_at` (e.g., `{"code":429,"error":"RATE_LIMIT_BANNED","message":"...","reset_at":1775184222}`), extract `reset_at` — it is the Unix timestamp when the ban lifts (typically 5 minutes). Convert to local time and tell the user exactly when they can retry.
- `swap` is a real transaction: never loop or auto-submit repeated swap attempts after a `429`. Wait until the reset time, then ask for confirmation again before retrying.
- The CLI may wait and retry once automatically for short cooldowns on read-only commands such as `order quote` and `order get`. If it still fails, stop and tell the user the exact retry time instead of sending more requests.
- For `RATE_LIMIT_EXCEEDED` or `RATE_LIMIT_BANNED`, repeated requests during the cooldown can extend the ban by 5 seconds each time, up to 5 minutes.
- `POST /v1/trade/swap` also has an error-count limiter. Repeatedly triggering the same business error, especially `40003701` (insufficient token balance), can return `ERROR_RATE_LIMIT_BLOCKED`. When this happens, do not retry untilRelated in Backend & APIs
jfrog
IncludedInteract with the JFrog Platform via the JFrog CLI and REST/GraphQL APIs. Use this skill when the user wants to manage Artifactory repositories, upload or download artifacts, manage builds, configure permissions, manage users and groups, work with access tokens, configure JFrog CLI servers, search artifacts, manage properties, set up replication, manage JFrog Projects, run security audits or scans, look up CVE details, query exposures scan results from JFrog Advanced Security, manage release bundles and lifecycle operations, aggregate or export platform data, or perform any JFrog Platform administration task. Also use when the user mentions jf, jfrog, artifactory, xray, distribution, evidence, apptrust, onemodel, graphql, workers, mission control, curation, advanced security, exposures, or any JFrog product name.
cupynumeric-migration-readiness
IncludedPre-migration readiness assessor for porting NumPy to cuPyNumeric. Use BEFORE substantial porting work begins when the user asks whether code will scale on GPU, whether they should migrate to cuPyNumeric, which NumPy patterns transfer cleanly, what must be refactored before porting, or mentions pre-port assessment, scaling analysis, or refactor planning. Inspect the user's source code, look up NumPy usage, cross-reference the cuPyNumeric API support manifest, and distinguish distributed-scaling-friendly patterns from blockers such as unsupported APIs, scalar synchronization, host round-trips, Python/object-heavy control flow, shape/data-dependent branching, and in-place mutation hazards. Produce a verdict of READY, LIGHT REFACTOR, SIGNIFICANT REFACTOR, or NOT RECOMMENDED, with concrete refactor pointers.
alibabacloud-data-agent-skill
IncludedInvoke Alibaba Cloud Apsara Data Agent for Analytics via CLI to perform natural language-driven data analysis on enterprise databases. Data Agent for Analytics is an intelligent data analysis agent developed by Alibaba Cloud Database team for enterprise users. It automatically completes requirement analysis, data understanding, analysis insights, and report generation based on natural language descriptions. This tool supports: discovering data resources (instances/databases/tables) managed in DMS, initiating query or deep analysis sessions, real-time progress tracking, and retrieving analysis conclusions and generated reports. Use this Skill when users need to query databases, analyze data trends, generate data reports, ask questions in natural language, or mention "Data Agent", "data analysis", "database query", "SQL analysis", "data insights".
token-optimizer
IncludedReduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and native 2026.2.15 features (session pruning, bootstrap size limits, cache TTL alignment). Use when token costs are high, API rate limits are being hit, or hosting multiple agents at scale. The 4 executable scripts (context_optimizer, model_router, heartbeat_optimizer, token_tracker) are local-only — no network requests, no subprocess calls, no system modifications. Reference files (PROVIDERS.md, config-patches.json) document optional multi-provider strategies that require external API keys and network access if you choose to use them. See SECURITY.md for full breakdown.
resend-cli
IncludedUse this skill when the task is specifically about operating Resend from an AI agent, terminal session, or CI job via the official resend CLI: installing/authenticating the CLI, sending/listing/updating/cancelling emails, batch sends, domains and DNS, webhooks and local listeners, inbound receiving, contacts, topics, segments, broadcasts, templates, API keys, profiles, or debugging Resend CLI/API failures. Trigger on mentions of Resend CLI, `resend`, `resend doctor`, `resend emails send`, `resend domains`, `resend webhooks listen`, `resend emails receiving`, or agent-friendly terminal automation.
alibabacloud-odps-maxframe-coding
IncludedUse this skill for MaxFrame SDK development and documentation navigation on Alibaba Cloud MaxCompute (ODPS). Helps answer MaxFrame API, concept, official example, and supported pandas API questions; create data processing programs; read/write MaxCompute tables; debug jobs (remote or local); and build custom DPE runtime images. Trigger when users mention MaxFrame, MaxCompute with MaxFrame, ODPS table processing, DPE runtime, MaxFrame docs/examples, DataFrame/Tensor operations, or GPU runtime setup. Works for both English and Chinese queries about Alibaba Cloud data processing with MaxFrame.