openhands
OpenHands is a model-agnostic coding agent wrapper that delegates file editing and shell command execution tasks to the OpenHands CLI via LiteLLM-supported providers like DeepSeek, Ollama, or OpenRouter. Use this skill when the user requests coding work on non-Anthropic or non-OpenAI models, or when multi-step workspace automation across file edits and terminal commands is required, preferring Claude Code for native Claude integration and Codex for OpenAI-native workflows.
git clone --depth 1 https://github.com/NousResearch/hermes-agent /tmp/openhands && cp -r /tmp/openhands/optional-skills/autonomous-ai-agents/openhands ~/.claude/skills/openhandsSKILL.md
# OpenHands CLI
Delegate coding tasks to the [OpenHands CLI](https://github.com/All-Hands-AI/OpenHands) via the `terminal` tool. OpenHands is model-agnostic: any LiteLLM-supported provider (OpenAI, Anthropic, OpenRouter, DeepSeek, Ollama, vLLM, etc.).
This skill is the headless-mode wrapper for batch / one-shot delegation. The interactive textual UI is not used from Hermes.
## When to Use
- User wants a coding task delegated to OpenHands specifically.
- User wants a coding agent that can run on a non-Anthropic / non-OpenAI provider (DeepSeek, Qwen, Ollama, vLLM, Nous, etc.) — sibling skills `claude-code` and `codex` are tied to one vendor.
- Multi-step file edits + shell commands inside a workspace.
For Claude-native, prefer `claude-code`. For OpenAI-native, prefer `codex`. For Hermes-native subagents, use `delegate_task`.
## Prerequisites
1. Install upstream (requires Python 3.12+ and `uv`):
```
terminal(command="uv tool install openhands --python 3.12")
```
Verify: `openhands --version` (currently `OpenHands CLI 1.16.0` / `SDK v1.21.0` at time of writing).
2. Pick a model and set env vars for `--override-with-envs`:
```
export LLM_MODEL=openrouter/openai/gpt-4o-mini # or any LiteLLM slug
export LLM_API_KEY=$OPENROUTER_API_KEY
export LLM_BASE_URL=https://openrouter.ai/api/v1 # omit for native OpenAI
```
`LLM_MODEL` uses LiteLLM's full slug. When the provider is OpenRouter the slug is doubly-prefixed: `openrouter/<vendor>/<model>` (e.g. `openrouter/anthropic/claude-sonnet-4.5`). For native Anthropic: `anthropic/claude-sonnet-4-5`. For native OpenAI: `openai/gpt-4o-mini`.
3. Suppress the startup banner so JSON output isn't preceded by ASCII art:
```
export OPENHANDS_SUPPRESS_BANNER=1
```
## How to Run
Always invoke through the `terminal` tool. Always pass `--headless --json --override-with-envs --exit-without-confirmation` for automation.
### One-shot task
```
terminal(
command="OPENHANDS_SUPPRESS_BANNER=1 LLM_MODEL=openrouter/openai/gpt-4o-mini LLM_API_KEY=$OPENROUTER_API_KEY LLM_BASE_URL=https://openrouter.ai/api/v1 openhands --headless --json --override-with-envs --exit-without-confirmation -t 'Add error handling to all API calls in src/'",
workdir="/path/to/project",
timeout=600
)
```
### Background for long tasks
```
terminal(command="<same as above>", workdir="/path/to/project", background=true, notify_on_complete=true)
process(action="poll", session_id="<id>")
process(action="log", session_id="<id>")
```
### Resume a previous conversation
OpenHands prints `Conversation ID: <32-hex>` and a `Hint: openhands --resume <dashed-uuid>` line at the end of each run. Use the dashed form to resume:
```
terminal(
command="OPENHANDS_SUPPRESS_BANNER=1 LLM_MODEL=... openhands --headless --json --override-with-envs --exit-without-confirmation --resume <dashed-uuid> -t 'Now fix the bug you found'",
workdir="/path/to/project"
)
```
## Real Flag List
Verified against `openhands --help` (CLI 1.16.0). Anything not in this table is not a flag — pass it via env var or settings file.
| Flag | Effect |
|------|--------|
| `--headless` | No UI, requires `-t` or `-f`. Auto-approves all actions (no `--llm-approve` in this mode). |
| `--json` | JSONL event stream (requires `--headless`). |
| `-t TEXT` | Task prompt. |
| `-f PATH` | Read task from file. |
| `--resume [ID]` | Resume conversation. No ID → list recent. |
| `--last` | Resume most recent (with `--resume`). |
| `--override-with-envs` | Apply `LLM_API_KEY` / `LLM_BASE_URL` / `LLM_MODEL` env vars. Without this, OpenHands uses `~/.openhands/settings.json` and ignores the env. |
| `--exit-without-confirmation` | Don't show the "are you sure" exit dialog. |
| `--always-approve` / `--yolo` | Auto-approve every action (default in `--headless`). |
| `--llm-approve` | LLM-based security gate (interactive only — does NOT work in headless). |
| `--version` / `-v` | Print version and exit. |
**There is no `--model`, `--max-iterations`, `--workspace`, `--sandbox`, `--sandbox-type` flag.** Model is `LLM_MODEL`. Workspace is the `workdir` you pass to the `terminal` tool. Sandbox / runtime is the `RUNTIME` and `SANDBOX_VOLUMES` env vars.
## JSON Event Schema
With `--json --headless`, OpenHands emits JSONL — one JSON object per line, plus a handful of non-JSON status lines (`Initializing agent...`, `Agent is working`, `Agent finished`, the final summary box, `Goodbye!`, `Conversation ID:`, `Hint:`). Filter for lines starting with `{`.
Top-level `kind` field discriminates events:
- `MessageEvent` — user / agent text turn. `source` is `user` or `agent`.
- `ActionEvent` — agent picked a tool. Read `tool_name` (`file_editor`, `terminal`, `finish`) and `action.kind` (`FileEditorAction`, `TerminalAction`, `FinishAction`).
- `ObservationEvent` — tool result. `observation.is_error` is the success flag. `source` is `environment`.
- `FinishAction` inside an `ActionEvent` carries the agent's final message in `action.message`.
The cli prints all stderr from LiteLLM/Authlib first — see Pitfalls. Parse only stdout, line by line, ignoring lines that don't start with `{`.
## Pitfalls
- **LiteLLM warnings on every invocation.** The CLI prints `bedrock-runtime` and `sagemaker-runtime` warnings to stderr because `botocore` isn't installed. Plus an Authlib deprecation. These are noise, not failures. Pipe stderr to `/dev/null` or filter it out before showing the user.
- **Banner spam.** Without `OPENHANDS_SUPPRESS_BANNER=1`, every run starts with a multi-line `+--+` ASCII box advertising the SDK. Always export it.
- **`--override-with-envs` is mandatory for automation.** Without it, OpenHands ignores `LLM_API_KEY` / `LLM_BASE_URL` / `LLM_MODEL` and falls back to `~/.openhands/settings.json`. On a fresh install this file doesn't exist and the CLI hangs waiting for first-run setup.
- **Model slug is LiteLLM's, not the provider's.** `openrouter/openai/gpt-4o-mini` works; `openai/gpt-4o-mini` whileOperate the Antigravity CLI (agy): plugins, auth, sandbox.
Delegate coding tasks to Blackbox AI CLI agent. Multi-model agent with built-in judge that runs tasks through multiple LLMs and picks the best result. Requires the blackbox CLI and a Blackbox AI API key.
Delegate coding to xAI Grok Build CLI (features, PRs).
Configure and use Honcho memory with Hermes -- cross-session user modeling, multi-profile peer isolation, observation config, dialectic reasoning, session summaries, and context budget enforcement. Use when setting up Honcho, troubleshooting memory, managing profiles with Honcho peers, or tuning observation, recall, and dialectic settings.
Read-only EVM client: wallets, tokens, gas across 8 chains.
Hyperliquid market data, account history, trade review.
Query Solana blockchain data with USD pricing — wallet balances, token portfolios with values, transaction details, NFTs, whale detection, and live network stats. Uses Solana RPC + CoinGecko. No API key required.
>