Analyze provided content to extract meaningful information, reusable skills, and recurring patterns. Applies...
find ~/miles-knowbl/ -name "*.skill"
Implement robust error handling strategies for applications. Covers error classification, custom error hierarchies,...
Generate structured changelogs from git history, PRs, and commit messages. Categorizes changes by type (Added,...
Apply MECE failure mode taxonomy to backend pipelines. Classifies failures by Location (L1-L4), Type (T1-T5), and...
Gather and organize context from multiple sources into a structured format. Handles documents, URLs, conversations,...
Rapidly classify production incidents by severity, identify blast radius, assign ownership, and determine immediate...
Manages git workflows for the engineering loop. Handles worktrees for parallel development, branching conventions,...
Systematic bug isolation for when you're stuck. Guides structured debugging using hypothesis generation, binary...
Set up local development environment with scripts, devcontainers, and environment variable templates for consistent...
Semantic correctness checks at development checkpoints. Use before committing, before PR, or at feature milestones...
Configure monorepo tooling with workspace management, task orchestration, and build caching for multi-package projects.
Define text content schema for presentation slides specifying typography, hierarchy, formatting rules, and content structure.
Validates that multiple systems work together correctly. Tests cross-system contracts, end-to-end workflows, and...
Create minimal, reliable reproduction of reported bugs from issues, logs, and user reports. Produces step-by-step...
Map cross-pipeline dependencies and handoffs (X-series). Identifies where pipelines connect, share data, or have...
Design system and feature architecture from requirements. Produces high-level technical designs with component...
Evaluate existing system architecture for soundness, risks, and improvement opportunities. Assesses structural...
Comprehensive PR review combining structural verification, semantic validation, and PR-specific concerns. Use before...
Define communication patterns and handoff protocols for multi-agent orchestration with locks, heartbeats, and...
Transform specifications into working, production-quality code. Takes FeatureSpecs, requirements, or design...