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Task-based Skills Examples
Development
These predefined task-based skills encapsulate common development workflows into structured procedures. Each skill defines its own steps, allowed tools, and input arguments, enabling the AI to perform actions like creating conventional commits, reviewing pull requests, or deploying applications with consistent and reliable steps.
Manifest Plugin Setup
DevOps
Install and configure the Manifest observability plugin for your agents. Use this skill for telemetry, API key configuration, and troubleshooting.
Advanced Code Search
Development
Advanced code search tool that locates definitions, usages, tests, and references for any symbol across the entire codebase. It helps developers understand how a function, class, or variable is used throughout the project. More powerful than simple text search as it understands code structure and groups results by category.
Open PR with Issue Tracking
Development
Automatically opens a pull request for the current branch, detects referenced issues from commits, and updates the project board.
Journal & NBER Monitor
Content
Monthly scan of new articles in Research Policy, Regional Studies and NBER regional/innovation papers. Updates an Obsidian note with deduplication.
AgentForge - Skill and Agent Creation
Development
Create, improve, and audit OpenClaw skills and agents. Three modes: skill creation (11 steps), agent creation (9 steps with memory and auto-improvement), and improvement (5 steps).
PMOVES Model Registry
Data & AI
Query, discover, and enrich the PMOVES AI model catalog. Manages metadata, HuggingFace enrichment, TensorZero export, and GPU deployment tracking.
Front - Team Communication Hub
Communication & Writing
Manage Front.app conversations, messages, comments, and team collaboration. Centralize customer communications and internal discussions in one place.
UV Expert - Python Package Manager
Development
Expert guidance for uv, the extremely fast Python package and project manager. Use for dependency management, project setup, and virtual environments.
Configuration Validation
DevOps
Configuration management expert for validating, testing, and ensuring correctness of application configurations across environments.
Web Dependency Security Scan
Security
Scan a deployed website to detect outdated frontend libraries, CMS platforms, and security header misconfigurations. It interactively collects the target URL and scan scope, then triggers a specialized agent to identify known CVEs and generate a detailed security report without requiring source code access.
DOCX creation, editing, and analysis
Documentation
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction.