Ingest sources into the Obsidian wiki vault. Reads a source, extracts entities and concepts, creates or updates wiki pages, cross-references, and logs the operation.
Health check the Obsidian wiki vault. Finds orphan pages, dead wikilinks, stale claims, missing cross-references, frontmatter gaps, and empty sections.
Generates llms.txt and llms-full.txt files for LLM-friendly project documentation following the llms.txt specification.
Maintain the OpenClaw memory wiki vault with deterministic pages, managed blocks, and source-backed updates.
Generate two complementary onboarding documents that together give any engineer — from newcomer to principal — a complete understanding of a codebase.
Answer repository questions grounded entirely in source code evidence. Use when user asks a question about the codebase, user wants to understand a specific file, function, or…
Answer questions using the Obsidian wiki vault. Reads hot cache first, then index, then relevant pages. Synthesizes answers with citations. Files good answers back as wiki pages.
Arbitrates proposed wiki additions accumulated under `briefs/wiki-proposals/`. Walks each proposal with the human, asks merge / rewrite / discard / defer.
Systematically discover synthesis opportunities across the Obsidian wiki — pairs or clusters of concepts that co-occur frequently across pages but have no synthesis page…
Page type templates and frontmatter conventions for LLM Wiki pages. Reference skill loaded by ingest, query, and lint skills to ensure consistent wiki structure.
Use when the user wants to update an existing wiki page after code changes, sync wiki documentation with current code state, or update DORA ticket statuses.
Transform generated wiki Markdown files into a polished VitePress static site with dark theme and interactive Mermaid diagrams.
Enforces Law 2 (Plan Is Sacred) of the 7 Laws of AI Agent Discipline. Decision-framing lens that pairs WILD generation with RISA execution when emitting recommendation lists.
WildApricot integration. Manage data, records, and automate workflows. Use when the user wants to interact with WildApricot data.
Generates the complete win-back offer flow for churned subscribers — StoreKit Message API handling, eligibility verification, offer sheet presentation, and analytics.
Generate visual win/loss analysis reports as self-contained HTML with CSS-based charts and data visualizations.
Sign Windows executables with Authenticode using signtool, supporting EV and standard certificates
Build Windows images with Packer using WinRM communicator and PowerShell provisioners. Use when creating Windows AMIs, Azure images, or VMware templates.
Build Windows 11/12 desktop apps across all four common stacks — system-like WinUI 3, branded WinUI 3 (Fluent + custom identity), Tauri 2 (small bespoke web), and Electron (heavy…
Read, write, and query Windows Registry keys and values via PowerShell Registry provider
List, start, stop, restart, and configure Windows services via PowerShell Get-Service and Set-Service
Create custom Cascade agent configurations for specialized tasks. Activate when users mention "custom cascade agent", "specialized ai agent", "domain-specific cascade", "agent…
Manage Cascade context window and memory for complex projects. Activate when users mention "cascade context", "ai memory", "context management", "large codebase navigation", or…
Configure Cascade AI agent for new team projects. Activate when users mention "setup cascade", "configure windsurf ai", "initialize cascade agent", "new windsurf project", or…
Configure and optimize Supercomplete code suggestions. Activate when users mention "code completion", "autocomplete", "supercomplete", "inline suggestions", or "ai completions".
Configure code privacy and data retention policies. Activate when users mention "code privacy", "data retention", "privacy settings", "data governance", or "gdpr compliance".
Diagnose and fix common Windsurf IDE and Cascade errors. Use when Cascade stops working, Supercomplete fails, indexing hangs, or encountering Windsurf-specific issues.
Execute Windsurf's secondary workflow: Workflows, Memories, and reusable automation. Use when creating reusable Cascade workflows, managing persistent memories, or automating…
Optimize Windsurf licensing costs through seat management, tier selection, and credit monitoring. Use when analyzing Windsurf billing, reducing per-seat costs, or implementing…
Create and manage custom prompt libraries for Cascade. Activate when users mention "custom prompts", "prompt library", "prompt templates", "cascade prompts", or "prompt…
Control what code and data Windsurf AI can access and process in your workspace. Use when handling sensitive data, implementing data exclusion patterns, or ensuring compliance…
Configure Windsurf enterprise SSO, RBAC, and organization-level controls. Use when implementing SSO/SAML, configuring role-based seat management, or setting up organization-wide…
Configure enterprise SSO integration for Windsurf. Activate when users mention "sso configuration", "single sign-on", "enterprise authentication", "saml setup", or "identity…
Install and configure essential Windsurf extensions for productivity. Activate when users mention "install extensions", "setup windsurf plugins", "configure extensions",…
Create and manage Windsurf Flows for repetitive tasks. Activate when users mention "windsurf flows", "task automation", "workflow automation", "repetitive tasks", or "process…
Configure Git integration with Cascade AI assistance. Activate when users mention "git setup", "version control", "commit messages", "branch management", or "source control".
Execute Windsurf incident response when AI features fail or cause production issues. Use when Cascade breaks code, Windsurf service is down, AI-generated code causes production…
Configure custom keyboard shortcuts for Cascade and AI features. Activate when users mention "keyboard shortcuts", "keybindings", "hotkeys", "shortcut configuration", or…
Identify and avoid Windsurf anti-patterns and common mistakes. Use when onboarding new developers to Windsurf, reviewing AI workflow practices, or auditing Windsurf configuration…
Manage Windsurf licenses and seat allocation. Activate when users mention "license management", "seat allocation", "billing optimization", "user licenses", or "subscription…
Configure Windsurf local development workflow with Cascade, Previews, and terminal integration. Use when setting up a development environment, configuring Turbo mode, or…
Manage integrate MCP servers with Windsurf for extended capabilities. Activate when users mention "mcp integration", "model context protocol", "external tools", "mcp server", or…
Configure Windsurf IDE and Cascade AI across team members and project environments. Use when onboarding teams to Windsurf, setting up per-project Cascade configuration, or…
Monitor Windsurf AI adoption, feature usage, and team productivity metrics. Use when tracking AI feature usage, measuring ROI, setting up dashboards, or analyzing Cascade…
Profile and optimize code with AI-assisted analysis. Activate when users mention "performance profiling", "optimize performance", "bottleneck analysis", "profiling", or…
Optimize Windsurf IDE performance: indexing speed, Cascade responsiveness, and memory usage. Use when Windsurf is slow, indexing takes too long, Cascade times out, or the IDE uses…
Implement team-wide Windsurf usage policies, code quality gates, and Cascade guardrails. Use when setting up code review policies for AI-generated code, configuring Turbo mode…
Execute automate release processes with semantic versioning. Activate when users mention "release automation", "version bump", "changelog generation", "semantic release", or…
Implement reliable Cascade workflows with checkpoints, rollback, and incremental editing. Use when building fault-tolerant AI coding workflows, preventing Cascade from breaking…
Manage team-wide Windsurf settings and AI policies. Activate when users mention "team settings", "organization config", "team policies", "shared settings", or "team…
Analyze team AI usage patterns and productivity metrics. Activate when users mention "usage analytics", "ai metrics", "productivity tracking", "usage reports", or "roi analysis".
Initialize Windsurf workspace with project-specific AI rules. Activate when users mention "create windsurfrules", "setup workspace", "configure project ai", "initialize windsurf…
Find and explore Windows desktop APIs. Use when building features that need platform capabilities — camera, file access, notifications, UI controls, AI/ML, sensors, networking,…
Создаёт веб-приложения и маршруты на Winow (веб-сервер на OneScript и Autumn). Использовать при веб-сервере на OneScript, маршрутизации, контроллерах Winow.
Analyze won and lost deals for patterns, insights, and actionable learnings. Use when user says "win/loss analysis", "why did we lose", "deal patterns", "win themes", or asks…
Winston AI integration. Manage data, records, and automate workflows. Use when the user wants to interact with Winston AI data.
Automate Winston AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
UWP-to-WinUI 3 migration reference. Maps legacy UWP APIs to correct Windows App SDK equivalents with before/after code snippets.
Assist migration from WPF to WinUI 3 / Windows App SDK with code transformation and compatibility guidance
Claim an ephemeral Wire memory container to make it permanent. Opens a browser to create an account.