Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Tencent SkillHub · Data Analysis
Lobster Workflows
Transform OpenClaw cron jobs into Lobster workflows. Analyze, inspect, and validate job migrations. Use when converting automations to deterministic, approval-gated workflows with resume capabilities.
skill openclawclawhub Free
Transform OpenClaw cron jobs into Lobster workflows. Analyze, inspect, and validate job migrations. Use when converting automations to deterministic, approval-gated workflows with resume capabilities.
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Install for OpenClaw
Quick setup
- Download the package from Yavira.
- Extract the archive and review SKILL.md first.
- Import or place the package into your OpenClaw setup.
Package facts
- Download mode
- Yavira redirect
- Package format
- ZIP package
- Source platform
- Tencent SkillHub
- What's included
- SKILL.md
Validation
- Use the Yavira download entry.
- Review SKILL.md after the package is downloaded.
- Confirm the extracted package contains the expected setup assets.
Install with your agent
Agent handoff
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
New install
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
Upgrade existing
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
Trust & source
Release facts
- Source
- Tencent SkillHub
- Verification
- Indexed source record
- Version
- 1.0.0
Provenance
- Publisher
- kesslerio
- Source page
- View original listing
- Canonical URL
- Open canonical page
Documentation
lobster-jobs
Transform OpenClaw cron jobs into Lobster workflows with approval gates and resumable execution.
Purpose
OpenClaw cron jobs are either: systemEvent: Simple shell commands (fully deterministic) agentTurn: Natural language instructions spawning AI agents (flexible but token-heavy) Lobster workflows offer: Deterministic execution: No LLM re-planning each step Approval gates: Hard stops requiring explicit user approval Stateful execution: Remembers cursors/checkpoints Resumability: Pauses and resumes exactly where left off This skill helps analyze existing cron jobs and transform them into Lobster workflows.
Tier 1 (Available Now)
lobster-jobs list List all cron jobs with their Lobster readiness score. Output categories: ✅ Fully Migratable: Simple shell commands (systemEvent) 🟡 Partial Migration: Mixed deterministic + LLM steps (agentTurn) ❌ Not Migratable: Heavy LLM reasoning required lobster-jobs inspect <job-id> Inspect a specific cron job with detailed migration assessment. Shows: Job metadata (schedule, target, payload type) Lobster migration status and reason Payload preview Migration recommendation lobster-jobs validate <workflow-file> Validate a Lobster workflow YAML file against schema. Checks: Required fields (name, steps) Step structure (id, command) Approval gate syntax Condition syntax
Tier 2 (Available Now)
lobster-jobs convert <job-id> Transform a cron job into a Lobster workflow. lobster-jobs convert 17fe68ca lobster-jobs convert 17fe68ca --output-dir ~/workflows lobster-jobs convert 17fe68ca --force # Overwrite existing Generates: .lobster workflow file in ~/.lobster/workflows/ Extracts commands from systemEvent or agentTurn payloads Auto-validates generated workflow Options: --output-dir, -o: Custom output directory --force, -f: Overwrite existing workflow --keep-on-error: Keep file even if validation fails lobster-jobs new <name> Create a new Lobster workflow from scratch using templates. lobster-jobs new my-workflow lobster-jobs new my-workflow --template with-approval lobster-jobs new my-workflow --template stateful Templates: simple-shell: Basic command execution with-approval: Approval gate workflow stateful: Workflow with cursor/state tracking
Installation
# Add to PATH export PATH="$PATH:/home/art/niemand/skills/lobster-jobs/bin" # Or create symlink ln -s /home/art/niemand/skills/lobster-jobs/bin/lobster-jobs ~/.local/bin/
Quick Start
# See all your cron jobs and their migration status lobster-jobs list # Inspect a specific job lobster-jobs inspect 17fe68ca # Convert a job to Lobster workflow lobster-jobs convert 17fe68ca # Create a new workflow from template lobster-jobs new my-workflow --template with-approval # Validate a workflow file lobster-jobs validate ~/.lobster/workflows/my-workflow.lobster
Workflow File Format
name: my-workflow description: Optional description steps: - id: fetch_data command: some-cli fetch --json - id: process command: some-cli process stdin: $fetch_data.stdout - id: approve_send command: approve --prompt "Send notification?" approval: required - id: send command: message.send --channel telegram --text "Done!" condition: $approve_send.approved
Wrapper Approach (Recommended)
Keep cron as scheduler, change payload to call Lobster: { "payload": { "kind": "systemEvent", "text": "lobster run ~/.lobster/workflows/my-workflow.lobster" } } Benefits: Rollback is trivial (revert payload) Incremental migration Cron scheduling already works
Handling LLM Judgment
For jobs needing both deterministic steps and LLM reasoning: steps: - id: gather command: gh issue list --json title,body - id: triage command: clawd.invoke prompt: "Classify these issues by urgency" - id: notify command: telegram-send The workflow is deterministic; the LLM is a black-box step.
Edge Cases
IssueHandlingIdempotencyWorkflows track step completion; restart-safeApproval timeoutsConfigurable timeout with default actionSecret handlingEnvironment variables or 1Password refsPartial failuresconvert validates before writing
References
Lobster: https://github.com/openclaw/lobster Lobster VISION: https://github.com/openclaw/lobster/blob/main/VISION.md
Category context
Data access, storage, extraction, analysis, reporting, and insight generation.
Source: Tencent SkillHub
Largest current source with strong distribution and engagement signals.
Package contents
Included in package
1 Docs
- SKILL.md