Developer Tools

This skill should be used when the user asks to "diagnose context problems", "fix lost-in-middle issues", "debug agent failures", "understand context poisoning", or mentions context degradation, attention patterns, context clash, context confusion, or agent performance degradation. Provides patterns for recognizing and mitigating context failures.

Avoid common GitLab CI/CD mistakes — rules gotchas, silent failures, and YAML merge traps.

Scan your codebase for distinctive patterns — get structured scoring and evidence for patent consultation. NOT legal advice.

Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments

Treat project context as a managed artifact alongside code. Use structured context documents (product.md, tech-stack.md, workflow.md) to enable consistent AI interactions and team alignment. Essential for projects using AI-assisted development.

Semantic security scanner for OpenClaw skills. Detects prompt injection, data exfiltration, and hidden instructions that traditional code scanners miss. Use when user asks to scan skills, check skill safety, or run a security audit.

Pre-installation security auditor for ClawHub skills. Analyzes SKILL.md files, dependencies, and code for malicious patterns, credential leaks, suspicious prerequisites, and C2 infrastructure indicators before installation.

Dispatch coding tasks to OpenCode or Claude Code on Perry workspaces. Use for development work, PR reviews, or any coding task requiring an isolated environment.

Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.

Python coding guidelines and best practices. Use when writing, reviewing, or refactoring Python code. Enforces PEP 8 style, syntax validation via py_compile, unit test execution, modern Python versions only (no EOL), uv for dependency management when available, and idiomatic Pythonic patterns.

A simple example skill for demonstration purposes

Perform IP geolocation lookups using ipinfo.io API. Convert IP addresses to geographic data including city, region, country, postal code, timezone, and coordinates. Use when geolocating IPs, enriching IP data, or analyzing geographic distribution.