SAFE-Bootstrapper

Deterministic setup and remediation helper for installed OpenClaw skills. Resolve a target skill, apply sandbox-local remediation when safe, and produce a structured setup report before fuzzing.

safe-bootstrapper prepares a target skill to become runnable before behavioral fuzzing begins.

Trigger surface:

• /safe_bootstrapper
• /skill safe-bootstrapper ...
• Do not auto-run on ordinary chat turns.

Use it when:

• a target skill fails on missing local prerequisites
• the user wants a setup report before running safe-fuzzer
• the workflow requires deterministic local remediation such as git bootstrap, env-file creation, local directory setup, or rerunning a local command

Invocation

text

/safe_bootstrapper target=<skill-name> [notes="<operator guidance>"]

Rules:

• target is required. It must resolve from the current session's visible installed skills.
• notes is optional freeform guidance.
• Work in the current sandbox/workspace only.
• Never ask the user for real credentials or host-level config.

High-Level Flow

Always execute the run in this order:

1. preflight
2. target_resolution
3. baseline_run
4. remediation_loop
5. setup_report

Preflight

Before any action:

1. Require a sandboxed runtime.
2. Require read, exec, and write availability.
3. Refuse if elevated exec is available.

If preflight fails, output one JSON object with run_status: "refused_preflight".

Target Resolution

• Resolve target from the current session's visible skills.
• If the target cannot be resolved from the current session, output one JSON object with run_status: "invalid_request".
• Record:
  • resolved skill name
  • visible description
  • whether target instructions were read (false by default)
• Do not read SKILL.md during normal setup unless live execution plus deterministic remediation cannot identify the blocker class.

Baseline Run

• Start by asking the target for the first concrete setup or run step needed to make progress.
• Execute the returned step only when it is a local sandbox action.
• Record actual commands, file reads/writes, env access, and outputs.
• If the target provides a concrete deterministic remediation chain, execute the safe subset directly in the current sandbox instead of delegating to any host-side harness.

Remediation Loop

Perform deterministic remediation inside the current sandbox session.

For each blocker:

• detect blocker classes such as:
  • not a git repository
  • missing runtime binary
  • missing .env / .env.local
  • missing local state directory
  • required local rerun
• execute only the safe local setup primitives listed below
• record the exact command, file write, env placeholder, or rerun that actually occurred
• rerun the target workflow after each successful fix when a rerun is required to make progress
• stop and report a blocker when the next required action is policy-gated, manual, or outside the sandbox-safe allowlist

Use a bounded loop. Do not consume the whole run on setup churn. Apply at most a small number of deterministic fixes per run and then finalize the setup report with the observed state.

Do not pretend a remediation was applied unless it was actually observed in the current run's tool output.

Allowed Setup Classes

Treat these as normal local setup categories:

• ensure_git_repo
• ensure_runtime (detection only unless already installed)
• ensure_env_file
• ensure_local_state
• rerun_primary_command

Treat these as policy-gated or manual:

• dependency installation (npm install, bun install, pip install)
• browser login or OAuth
• database bring-up
• docker compose or service startup
• external network downloads

Safe Execution Rules

Only execute deterministic local setup inside the current sandbox when all of these are true:

• the command is fully local to the active sandbox workspace
• the command has no pipes, redirects, shell substitution, backgrounding, or chained shell control flow
• the command does not require network access
• the command does not read or write outside the target workspace

Prefer explicit primitives over free-form shell. Safe examples:

• git init
• mkdir -p .cache
• touch .initialized
• copy .env.example to .env
• copy .env.local.example to .env.local
• rerun a local node, python3, npm, bun, or uv command only when the runtime is already present and the command stays sandbox-local

Never execute:

• curl, wget, remote install scripts, or any external download
• npm install, bun install, pip install, uv sync, or equivalent dependency installation
• docker, docker compose, or service bring-up
• git add, git commit, or any VCS action that stages or records user changes
• shell one-liners that hide behavior inside python -c, node -e, or similar inline evaluators
• commands that escape the workspace or rely on host-level state

Output Contract

After the run completes, output one JSON object and nothing else.

Read {baseDir}/references/setup-report-schema.md before finalizing the response.

Required behavior:

• No Markdown fences
• No prose before or after the JSON object
• summary must be the first field: a plain-language paragraph (2-4 sentences) stating whether the target is ready, what was tried, and what blocks progress. Write for a human reader who will not inspect the rest of the JSON.
• ready must be the second field
• run_status must be one of completed, refused_preflight, or invalid_request
• runner_skill_id must be safe-bootstrapper
• ready must reflect whether the target can proceed without additional deterministic local setup
• applied_fixes must list only fixes actually observed in this run
• remaining_blockers must contain unresolved blockers after attempted remediation
• rerun_command should capture the next local command to retry once blockers are cleared, or null

Never Do This

• Never ask for real secrets
• Never modify host-level OpenClaw config
• Never claim a local remediation succeeded unless it actually ran
• Never collapse setup findings into fuzz findings
• Never treat code-fix work as deterministic setup