Adds an optional autonomous-ai-agents skill that delegates coding tasks to the OpenHands CLI (https://github.com/All-Hands-AI/OpenHands). Sits alongside claude-code / codex / opencode and is the model-agnostic option in that family — any LiteLLM-supported provider works. This is a ground-truth rewrite of #19325 by @xzessmedia (Tim Koepsel). The original PR's SKILL.md was drafted by the OpenHands agent itself and hallucinated several flags that don't exist in the real CLI (\`--model\`, \`--max-iterations\`, \`--workspace\`, \`--sandbox docker\`), pointed at the wrong PyPI package (\`openhands-ai\`, which is the legacy V0 SDK), and claimed native Windows support that the upstream docs explicitly disclaim. Rather than cherry-pick and rewrite half the lines under contributor authorship, the SKILL.md was rebuilt against a verified install (\`uv tool install openhands --python 3.12\`) and a real end-to-end \`--headless --json\` run against openrouter/openai/gpt-4o-mini. Authorship credited via the \`author:\` frontmatter field and an AUTHOR_MAP entry in scripts/release.py. Changes: - optional-skills/autonomous-ai-agents/openhands/SKILL.md (new) - website/docs/user-guide/skills/optional/autonomous-ai-agents/autonomous-ai-agents-openhands.md (auto-gen) - website/docs/reference/optional-skills-catalog.md (one new row) - website/sidebars.ts (one new entry under Optional → Autonomous AI Agents) - scripts/release.py (AUTHOR_MAP entry for xzessmedia) Pitfalls documented in the SKILL came from running the tool, not from the upstream README: LiteLLM bedrock/sagemaker stderr noise on every invocation, banner spam (\`OPENHANDS_SUPPRESS_BANNER=1\` required), \`--override-with-envs\` mandatory or the CLI ignores LLM_* env vars entirely, the dashed-vs-undashed Conversation ID footgun for \`--resume\`, LiteLLM model-slug double-prefix when going through OpenRouter.
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| name | description | version | author | license | platforms | metadata | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| openhands | Delegate coding to OpenHands CLI (model-agnostic, LiteLLM). | 0.1.0 | Tim Koepsel (xzessmedia), Hermes Agent | MIT |
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OpenHands CLI
Delegate coding tasks to the OpenHands CLI 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-codeandcodexare 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
-
Install upstream (requires Python 3.12+ and
uv):terminal(command="uv tool install openhands --python 3.12")Verify:
openhands --version(currentlyOpenHands CLI 1.16.0/SDK v1.21.0at time of writing). -
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=$OPENROUTER_API_KEY export LLM_BASE_URL=https://openrouter.ai/api/v1 # omit for native OpenAILLM_MODELuses LiteLLM's full slug. When the provider is OpenRouter the slug is doubly-prefixed:openrouter/<vendor>/<model>(e.g.openrouter/anthropic/claude-sonnet-4.5). For native Anthropic:anthropic/claude-sonnet-4-5. For native OpenAI:openai/gpt-4o-mini. -
Suppress the startup banner so JSON output isn't preceded by ASCII art:
export OPENHANDS_SUPPRESS_BANNER=1
How to Run
Always invoke through the terminal tool. Always pass --headless --json --override-with-envs --exit-without-confirmation for automation.
One-shot task
terminal(
command="OPENHANDS_SUPPRESS_BANNER=1 LLM_MODEL=openrouter/openai/gpt-4o-mini LLM_API_KEY=$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.sourceisuseroragent.ActionEvent— agent picked a tool. Readtool_name(file_editor,terminal,finish) andaction.kind(FileEditorAction,TerminalAction,FinishAction).ObservationEvent— tool result.observation.is_erroris the success flag.sourceisenvironment.FinishActioninside anActionEventcarries the agent's final message inaction.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-runtimeandsagemaker-runtimewarnings to stderr becausebotocoreisn't installed. Plus an Authlib deprecation. These are noise, not failures. Pipe stderr to/dev/nullor 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-envsis mandatory for automation. Without it, OpenHands ignoresLLM_API_KEY/LLM_BASE_URL/LLM_MODELand 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-miniworks;openai/gpt-4o-miniwhile pointed at OpenRouter does not.anthropic/claude-sonnet-4-5(hyphen) is native Anthropic;openrouter/anthropic/claude-sonnet-4.5(dot) is via OpenRouter. Get it wrong → cryptic LiteLLM 400. pip install openhands-aiis the wrong package. That's the legacy V0 SDK. The new CLI isuv tool install openhands --python 3.12. There is no maintained conda package.- Resume ID format is fiddly. The CLI ends with
Conversation ID: f46573d9cfdb45e492ca189bde40019b(no dashes) and then aHint: openhands --resume f46573d9-cfdb-45e4-92ca-189bde40019b(with dashes). Use the dashed form. - Headless ignores
--llm-approve. If you pass it, you get an argparse error. Headless mode hardcodes always-approve. - No Windows support upstream. The OpenHands docs require WSL on Windows. This skill is gated
[linux, macos]accordingly. ~/.openhands/conversations/<id>/accumulates. Each run persists a trajectory. Clean it up if running batches.- Heavy install (~200 packages). Use
uv tool install(isolated venv) to avoid dependency conflicts with the active project.
Verification
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 'Print the string OPENHANDS_OK to stdout via the terminal tool.'",
workdir="/tmp",
timeout=120
)
If the JSONL stream ends with a FinishAction whose action.message mentions OPENHANDS_OK, the install is working.
Related
- OpenHands GitHub
- OpenHands CLI command reference
- Sibling skills:
claude-code(Anthropic-only),codex(OpenAI-only),opencode(multi-provider via OpenCode),hermes-agent(Hermes subagents viadelegate_task).