A deterministic setup and remediation helper that prepares target Openclaw Skills for execution within a secure sandbox environment.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install safe-bootstrapper
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install safe-bootstrapper using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is SAFE Bootstrapper?
SAFE Bootstrapper is a specialized utility designed to bridge the gap between skill installation and execution. It acts as a pre-flight controller for Openclaw Skills, ensuring that all local prerequisites—such as environment files, directory structures, and git repositories—are correctly configured before any behavioral fuzzing or complex workflows begin.
By focusing on deterministic local remediation, this skill eliminates the manual friction often associated with setting up complex AI agent environments. It operates with a strict security-first approach, refusing any actions that require elevated privileges or external network access, making it an essential tool for developers who prioritize safe, reproducible AI agent deployments.
SAFE Bootstrapper Use Cases
- Resolving target skill failures caused by missing local prerequisites like .env files or local state directories.
- Generating a structured setup report to verify environment readiness before running a safe-fuzzer.
- Automating deterministic local tasks such as git initialization or copying environment examples within a sandbox.
- Identifying policy-gated blockers that require manual intervention, such as OAuth logins or dependency installations.
How SAFE Bootstrapper Works
- Preflight: Verifies the environment is a sandboxed runtime with necessary read/write/exec permissions and no elevated privileges.
- Target Resolution: Locates and identifies the specific target from the currently visible Openclaw Skills in the session.
- Baseline Run: Queries the target skill for its initial setup requirements and identifies the first concrete step needed for progress.
- Remediation Loop: Executes a bounded series of safe, local fixes (e.g., creating directories, renaming .env files) to clear identified blockers.
- Setup Report: Produces a final, structured JSON report summarizing the readiness state, applied fixes, and any remaining manual blockers.
SAFE Bootstrapper Setup
To utilize this skill within your environment, invoke it directly through the Openclaw interface. No external installation of dependencies is required as it uses sandbox-local primitives.
# Basic invocation to bootstrap a specific skill
/safe_bootstrapper target=my-target-skill
# Invocation with optional operator guidance
/safe_bootstrapper target=my-target-skill notes="ensure .env is copied from .env.example"
SAFE Bootstrapper Data Schema & Taxonomy
The skill produces a structured JSON output report. The following table describes the primary fields used to organize the setup data for Openclaw Skills:
| Field | Type | Description |
|---|---|---|
summary |
String | A plain-language overview of the readiness status and attempted fixes. |
ready |
Boolean | Indicates if the target can proceed without further deterministic setup. |
run_status |
String | Captures the execution outcome (completed, refused_preflight, or invalid_request). |
applied_fixes |
Array | A list of specific local remediations successfully performed during the run. |
remaining_blockers |
Array | List of issues requiring manual intervention or policy-gated actions. |
rerun_command |
String | The suggested next command to execute once blockers are cleared. |
SAFE Bootstrapper Advanced Features
- Sandbox-Local Remediation: Safely handles git init, directory creation, and environment file management without host-level risks.
- Deterministic Target Resolution: Automatically maps skill keys to visible session descriptions to ensure the correct context is applied.
- Policy-Gated Safety: Automatically identifies and halts at complex tasks like
npm installordocker composeto prevent unauthorized execution. - Structured Metadata Taxonomy: Follows a strict JSON contract for seamless integration with automated CI/CD pipelines and fuzzing harnesses used for Openclaw Skills.
SKILL.md
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