Task Router Skill
Task Router
Host-specific Python execution guidance for OpenClaw on this machine. Prefer $PYTHON over python/python3 in PATH, because OpenClaw exec runs in a non-interactive shell and may not inherit interactive shell initialization.
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install cndaqiang/py-env-setupInspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
Use this skill whenever OpenClaw needs to run Python on this host.
On this machine, OpenClaw exec runs in a non-interactive shell.
Interactive shell initialization may be skipped, so python, python3, or conda may be unavailable from PATH even though they work in a normal terminal.
Therefore, prefer the explicit Python entrypoint provided by environment variable PYTHON.
"$PYTHON" over python or python3.source ~/.bashrc or conda activate for routine automation."$PYTHON" -m pip ... for package installation."$PYTHON" script.py, "$PYTHON" -m module, or "$PYTHON" -c '...' for execution.PYTHON is unset or invalid, report the problem clearly.test -x "$PYTHON"
"$PYTHON" --version
"$PYTHON" -m pip install -U package_name
"$PYTHON" -m pip install -U openai-whisper torch ffmpeg-python
"$PYTHON" script.py
"$PYTHON" -m module_name
"$PYTHON" - <<'PY'
print('hello')
PY
test -x "$PYTHON" || { echo "PYTHON not executable: $PYTHON" >&2; exit 1; }
"$PYTHON" --version
Only if the task explicitly allows fallback, try in this order:
$PYTHON
python3
python
Default policy: do not silently fallback. Prefer failing loudly if $PYTHON is missing, so environment issues are obvious.
PYTHON value is read from the environment. This skill does not require a specific env-file location.These signals come from indexed source analysis and may lag behind changes. Check the current source files.
# Python Environment Setup
Use this skill whenever OpenClaw needs to run Python on this host.
## Why this exists
On this machine, OpenClaw `exec` runs in a **non-interactive shell**.
Interactive shell initialization may be skipped, so `python`, `python3`, or `conda` may be unavailable from PATH even though they work in a normal terminal.
Therefore, prefer the explicit Python entrypoint provided by environment variable `PYTHON`.
## Rules
1. Prefer `"$PYTHON"` over `python` or `python3`.
2. Do not rely on `source ~/.bashrc` or `conda activate` for routine automation.
3. Before using Python, verify it exists and is executable.
4. Use `"$PYTHON" -m pip ...` for package installation.
5. Use `"$PYTHON" script.py`, `"$PYTHON" -m module`, or `"$PYTHON" -c '...'` for execution.
6. Apply this rule to **all Python-related commands**, not just pip.
7. If `PYTHON` is unset or invalid, report the problem clearly.
## Validation
```bash
test -x "$PYTHON"
"$PYTHON" --version
```
## Common patterns
### Install packages
```bash
"$PYTHON" -m pip install -U package_name
"$PYTHON" -m pip install -U openai-whisper torch ffmpeg-python
```
### Run a script
```bash
"$PYTHON" script.py
```
### Run a module
```bash
"$PYTHON" -m module_name
```
### Run inline Python
```bash
"$PYTHON" - <<'PY'
print('hello')
PY
```
### Quick guard pattern
```bash
test -x "$PYTHON" || { echo "PYTHON not executable: $PYTHON" >&2; exit 1; }
"$PYTHON" --version
```
## Fallback policy
Only if the task explicitly allows fallback, try in this order:
1. `$PYTHON`
2. `python3`
3. `python`
Default policy: **do not silently fallback**. Prefer failing loudly if `$PYTHON` is missing, so environment issues are obvious.
## Notes
- This skill is host-specific.
- It is meant to guide OpenClaw runtime behavior, not teach Python itself.
- The `PYTHON` value is read from the environment. This skill does not require a specific env-file location.Task Router
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