Build a Go web service compiled and run on-device

Guided onboarding for OpenSpec - walk through a complete workflow cycle with narration and real codebase work.

Internal tool (not user-invocable). Called by meta-skill-creator as a DAG step (kind: agent) to lint a candidate meta-skill SKILL.md against G1 (parse + reference check + xml_escape grep + structural lint) and G2 (scheduler dry-run with stub executors). Deterministic, sub-second, no LLM. Returns JSON diagnostics.

Analyzes Android apps to identify key user workflows for AppFunctions such as creating a note, playing media, or sending an automated or AI agent triggered message, voice commands, or system shortcuts, without needing to open the app UI. Generates Kotlin code to expose these workflows to the Android system, allowing agents to discover and execute them on-device. Also refines KDoc documentation to ensure AI agents correctly understand and use the provided functionality.

Identify and handle agent failures with 0 iterations as pre-execution system issues

Ensure all required output files are created and verified before marking a task complete

Verify output format, file coverage, and task alignment before completing

Create structured medical SOAP notes with all four components in a single comprehensive file write

Fallback workflow for executing Python code when execute_code_sandbox fails

Fallback method to execute Python code when execute_code_sandbox fails with e2b errors

Generate PowerPoint files using shell_agent and locate them in nested workspace directories

Systematic tracking and completion of all required deliverables before task termination

在开始任何对话时使用——确立如何查找和使用技能，要求在任何响应（包括澄清性问题）之前调用 Skill 工具

Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.

Multiplayer game development principles. Architecture, networking, synchronization.

Plugin architecture, registration, and trait patterns

Format-specific document extraction workflows

Generate categorized release notes draft from scan data. Human must approve before publish.

Scan recent merges/PRs/commits for release note content. Structured output for drafter.

Multi-page Lighthouse audit via the MIT-licensed Unlighthouse CLI. Free-tier alternative to running PageSpeed against every URL on a site, no API quota burn, runs locally.