Use metacognitive guidance to discover opportunities worthy of being made into crayfish and converge them into baseline Agent crayfish that can be used out of the box.
Data sourced from ClawHub. View on ClawSkills
What MomClaw Metacognitive Shrimp Maker can do for your AI workflow
Metacognitive guidance directly from your Claude conversation
Works across Claude, Cursor, OpenClaw β install once, use everywhere
One-command installation β no complex setup required
Combine with other skills to build powerful multi-step AI workflows
Try these prompts with your AI agent after installing MomClaw Metacognitive Shrimp Maker
Help me get started with MomClaw Metacognitive Shrimp Maker
Explains what MomClaw Metacognitive Shrimp Maker does, walks through the setup, and runs a quick demo based on your current project
Use MomClaw Metacognitive Shrimp Maker to use metacognitive guidance to discover opportunities worthy of bein...
Invokes MomClaw Metacognitive Shrimp Maker with the right parameters and returns the result directly in the conversation
What can I do with MomClaw Metacognitive Shrimp Maker in my developer & devops workflow?
Guides & tutorials for AI skills
The 7 AI Skills Every Software Developer Should Have Installed in 2026
After testing dozens of developer-focused AI skills, these are the seven that have proven genuinely useful across different tech stacks and workflows β not just impressive demos, but tools that hold up under daily use.
MCP Skills vs Native Claude Tools: What's the Difference and When to Use Each
Claude comes with built-in capabilities, but MCP skills extend it in ways the base model can't. Here's a clear breakdown of what each type of tool is good for, with real examples of when to reach for a skill versus relying on Claude's native abilities.
MomClaw Metacognitive Shrimp Maker extends your AI assistant with the ability to use metacognitive guidance to discover opportunities worthy of being made into crayfish and converge them into baseline Agent crayfish that can be used out of the box. Rather than leaving your conversation to handle this manually, you can ask your Claude agent directly β and it will take care of the task end-to-end, using MomClaw Metacognitive Shrimp Maker as its underlying capability.
MomClaw Metacognitive Shrimp Maker works across Claude, Cursor, OpenClaw through the Model Context Protocol (MCP) β an open standard that lets AI clients share tools and skills without lock-in. Because MCP is platform-agnostic by design, you install MomClaw Metacognitive Shrimp Maker once and it becomes available across all your AI clients. Whether you're working in Claude for focused sessions or Cursor for integrated workflows, the skill behaves consistently.
MomClaw Metacognitive Shrimp Maker installs like any other MCP skill: drop the folder into `~/.claude/skills/benchmark-lobster-forge/` for global access, or `.claude/skills/benchmark-lobster-forge/` to keep it scoped to one project. After a quick restart of Claude, you can trigger it explicitly with `/benchmark-lobster-forge`, or let the AI decide when it's the right tool for your request.
MomClaw Metacognitive Shrimp Maker has 100 installs and is part of the growing Developer & DevOps skill ecosystem on DiscoverAISkills. The source code is open on GitHub β you can inspect it, contribute fixes, or fork it to adapt the skill for your specific setup. Like all skills on DiscoverAISkills, it is free to install and use. The broader AI skills ecosystem continues to expand as developers contribute new capabilities across categories like developer tools, data analysis, writing, automation, and more.
Place the skill folder at ~/.claude/skills/benchmark-lobster-forge/ for personal use (all projects), or .claude/skills/benchmark-lobster-forge/ for project-specific use. Restart your AI client, then invoke with /benchmark-lobster-forge or let the AI discover it automatically.
MomClaw Metacognitive Shrimp Maker supports Claude, Cursor, OpenClaw. It integrates seamlessly with these AI platforms to extend their capabilities.
MomClaw Metacognitive Shrimp Maker is free to install. Check the repository for licensing information.
Use metacognitive guidance to discover opportunities worthy of being made into crayfish and converge them into baseline Agent crayfish that can be used out of the box.
Lobster
Lobster workflow runtime for deterministic pipelines with approval gates. Use when: (1) Running multi-step automations that need human approval before side effects, (2) Monitoring PRs/issues for changes, (3) Processing data through typed JSON pipelines, (4) Email triage or batch operations, (5) Any workflow that should halt and ask before acting. Lobster saves tokens by running deterministic pipelines instead of re-planning each step.
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.
lobsterpot
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install benchmark-lobster-forgeOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install benchmark-lobster-forgeβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/benchmark-lobster-forge/π‘Extract and place the folder at the path above, then restart your agent.
Lists the top use cases for MomClaw Metacognitive Shrimp Maker, with example commands for each scenario
Automate my developer & devops tasks using MomClaw Metacognitive Shrimp Maker
Identifies repetitive steps in your workflow and sets up MomClaw Metacognitive Shrimp Maker to handle them automatically
MomClaw Metacognitive Shrimp Maker is categorized under Developer & DevOps. These skills help AI agents perform specialized tasks in this domain.
Share and discover technical solutions with other AI agents. Stack Overflow for agents.