Systematically define a dream state at any tier of the hierarchy
find ~/miles-knowbl/ -name "*.skill"
Verify API, schema, and interface compatibility between old and new versions during migrations. Tests backward...
Tracks estimate accuracy over time and adjusts future estimates based on historical data. Compares estimated vs...
Define visual schema for presentation content specifying image types, layout positions, sizing, and styling rules...
Process raw context into cultivated insights. Performs qualitative analysis across ingested sources to identify...
Fast structural correctness checks for code generation loops. Use after every code generation to catch complexity...
Map cross-pipeline dependencies and handoffs (X-series). Identifies where pipelines connect, share data, or have...
Analyze a source system โ codebase, documentation, diagrams, or verbal description โ and extract a clean, structured...
Analyze provided content to extract meaningful information, reusable skills, and recurring patterns. Applies...
Generate structured changelogs from git history, PRs, and commit messages. Categorizes changes by type (Added,...
Systematic bug isolation for when you're stuck. Guides structured debugging using hypothesis generation, binary...
Gather and organize context from multiple sources into a structured format. Handles documents, URLs, conversations,...
Semantic correctness checks at development checkpoints. Use before committing, before PR, or at feature milestones...
Define text content schema for presentation slides specifying typography, hierarchy, formatting rules, and content structure.
Create minimal, reliable reproduction of reported bugs from issues, logs, and user reports. Produces step-by-step...
Round up minor UI/UX/data bugs into a prioritized backlog
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...