Generates interactive, whiteboard-style flowcharts with sticky-note nodes and hand-drawn SVG curve connectors.
When the user wants citation gap analysis, managed citation building, review generation campaigns, or local rank tracking.
WhyLabs integration skill for ML observability, profile logging, and anomaly detection.
Conceptual guide to wide events (canonical log lines) for observability.
Use when you have N≥3 raw research artifacts (notes, podcast summaries, deep-research dumps, daily intel, paper analyses) on one topic and…
Generate structured changelogs from git history.
Core compilation algorithm for the LLM Wiki Compiler.
Automates the retrieval and processing of wiki documentation to provide deep project context for AI-driven development.
Use when bootstrapping a new personal wiki for any knowledge domain — research, codebase documentation, reading notes, competitive…
Use when auditing a wiki for health issues — contradictions between pages, orphan pages, broken cross-references, stale claims, missing…
Tracks and manages documentation updates to maintain a structured history of project wiki changes.
Retrieves factual information and technical definitions from Wikipedia to provide instant context for development tasks.
Generate and maintain a project's reader-facing documentation in-repo (getting-started, how-to guides, architecture overview, runbooks)…
Codex-native Amazon PPC setup workflow using Wilco's exact-match and analytics-first strategy.
Browser integration — open URLs, read bookmarks and history from Edge/Chrome, get active tabs, list downloads, zero dependencies.
E2E testing for Windows native desktop apps (WPF, WinForms, Win32/MFC, Qt) using pywinauto and Windows UI Automation.
Diagnoses and repairs broken Windows console handoff to force Win+X shortcuts to launch Windows Terminal instead of legacy conhost.
Coordinate between Windows and WSL environments.
Advanced Windsurf debugging for hard-to-diagnose IDE, Cascade, and indexing
Generate API clients and documentation with Cascade.
Configure code privacy and data retention policies.