This skill should be used when the user asks to "list matrix solutions", "show matrix stats", "display memory contents", "view matrix status", "show failures", "list warnings", "export matrix data", "backup matrix", "export solutions", or needs to see or export Matrix memory.

This skill should be used when the user asks to "add warning", "remove warning", "list warnings", "check file warning", "check package warning", "manage grudges", or needs to manage file and package warnings in Matrix.

Sync local skills repository with upstream changes from obra/superpowers-skills

Contribute skills back to upstream via branch and PR

Best practices and patterns for discovering, using, and integrating with command-line interfaces

Run verification commands and confirm output before claiming success

Dispatch to the right problem-solving technique based on how you're stuck

Dispatch to the right problem-solving technique based on how you're stuck

Format CVs for academic positions with publications, grants, and teaching

Encrypt and decrypt files or streams using age — a simple, modern, and secure encryption tool with small explicit keys, passphrase support, SSH key support, post-quantum hybrid keys, and UNIX-style composability. No config options, no footguns.

Query AgentDB through the controller bridge -- semantic routing, hierarchical recall, causal graphs, context synthesis, pattern store/search

Read or write an Oracle Database (Compute / Base DB / on-prem / Oracle 19c, 21c, 23ai, 26ai non-Autonomous) from an AIDP notebook via the AIDP `aidataplatform` Spark format handler. Use when the user mentions Oracle Database, generic Oracle DB, on-prem Oracle, plain Oracle JDBC, port 1521, non-Autonomous Oracle. Read-write. Auth is host/port + database name + user/password.

Win and maintain the Amazon Buy Box. Analyze Buy Box eligibility factors, competitor pricing dynamics, and develop pricing and fulfillment strategies to maximize your Buy Box percentage.

Complete FBA preparation guide. Product labeling, packaging requirements, shipment planning, and compliance with Amazon's fulfillment center requirements. Avoid common rejection reasons.

Evaluate and plan Amazon marketplace expansion to international sites. Market sizing, regulatory requirements, logistics planning, and localization strategy for EU, UK, Japan, Australia, and other Amazon marketplaces.

Track and analyze Amazon keyword rankings. Set up rank monitoring workflows, interpret ranking changes, and develop strategies to improve organic search position.

Optimize product visibility in Amazon search results. Analyze current search ranking factors, identify optimization gaps, and provide actionable improvements for Amazon's A9/COSMO algorithm.

Answer data questions -- from quick lookups to full analyses

Angular architecture: Scope Rule, project structure, file naming, style guide. Trigger: When structuring Angular projects or deciding where to place components.

Angular forms: Signal Forms (experimental) and Reactive Forms. Trigger: When working with forms, validation, or form state in Angular.

Angular performance: NgOptimizedImage, @defer, lazy loading, SSR. Trigger: When optimizing Angular app performance, images, or lazy loading.

Create and manage Architecture Decision Records (ADRs): document technical decisions, alternatives considered, and rationale.

Check data health, alerts, freshness issues, schema changes. Handles "is my data healthy", "any issues", "what's broken", "status check", "health summary".

Clarify requirements before implementing. Do not use automatically, only when invoked explicitly.

Configure Aspire AppHost to emit explicit app config via environment variables while keeping app code free of Aspire clients and service discovery. Use when wiring AppHost resources to application configuration, ensuring production configuration is transparent and portable outside of Aspire, or avoiding Aspire client packages inside application code.

Polygon reduction, LOD creation, texture compression, and real-time optimization

Use when working with Jira or Confluence from command line, including authentication, searching issues with JQL, bulk operations, sprint reports, or creating/updating work items using acli

Set up attribution models. Use when: multi-touch attribution, credit distribution rules, GA4 config, channel contribution.

Full autonomous execution - keeps working until all tasks are verified complete

Interview about a plan file to refine it through in-depth questioning. Use when you have a plan that needs validation, refinement, or deeper exploration before implementation. Triggers on "interview me about", "refine this plan", "question this spec".

Run qmd health check for this project. Triggers on "qmd doctor", "check qmd health", "qmd problems", "diagnose qmd".

Create and manage on-demand sandboxes (ODS) for B2C Commerce using the b2c CLI. Use this skill whenever the user needs to spin up a new development sandbox, list running sandboxes, start/stop/restart an instance, or manage sandbox lifecycle — even if they just say "I need a sandbox" or "restart my instance".

Development environment setup and workflow for Universe 2025 (Tufty) Badge with MonaOS. Use when setting up the badge, flashing firmware, debugging, or working with the development toolchain.

Initialize git-branchless in the current repository from the current branch

Manage git-branchless commit stacks - view, navigate, and edit commits

Sync git-branchless stack with main branch - fetch, rebase, and handle merges

Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI.

Collaborative requirements exploration — flesh out ideas before scoping or implementing

Use when implementation is complete and tests pass. Guides completion by presenting structured options for merge, PR, or cleanup.

Use this skill when discussing Git branching strategies. Activate when the user asks about branch naming, GitFlow, trunk-based development, feature branches, release branches, how to organize branches, branch protection, or setting up a branching workflow for their team.

Exhaustive solution space exploration. Use when you need ALL viable options (not just the best), solution space is unknown, or you can't afford to miss alternatives.

Probe a site's authentication flow for redirect leaks, missing CSRF, weak session cookies, and OAuth misconfiguration; produces an auth findings.md

Drive an authentication flow once, sanitize cookies through AIDefence, and vault a reusable cookie handle in browser-cookies for future sessions

Replay a recorded session trajectory against the same URL or a mutated variant; uses browser-selectors embedding similarity to recover from DOM drift

Existing Chrome automation: Chrome plugin first, mcporter fallback.

A modern text-based browser. Renders web pages in the terminal using headless Firefox.

Bulk-import many components from an existing codebase to Subframe in one CLI batch. Use only when the user explicitly asks to use this exact skill. Available for select teams.

Cancel or pause the agentic development loop

Activate and leverage advanced capabilities effectively. Demonstrates how to use specialized tools and powerful features.

Auto-generate changelogs from git commits and PRs using conventional commits, git-cliff, and GitHub releases.

Post-implementation verification across multiple code dimensions: cross-layer data flow, code reuse analysis, import path validation, and same-layer consistency checks. Identifies missed update sites, type mismatches, and duplicated constants. Use when changes span 3+ architectural layers, after modifying shared constants or configs, after batch file modifications, or when creating new utility functions.

Research and create modern, animated tourism websites for cities with historical facts, places to visit, and colorful designs.

Évalue ma dernière réponse, donne une note sur 10 et propose des améliorations

Clean up merged branches, close issues, and extract compound learning insights

Refactoring patterns, SOLID principles, code smell detection, and pragmatic coding standards.

Command-line interface for Blender - A stateful command-line interface for 3D scene editing, following the same patterns as the GIMP CLI ...

Windows-first CLI harness for Nsight Graphics capture, GPU Trace summary, and ngfx-replay analysis

Generate client-facing reports. Use when: white-labeled performance report with KPIs, trends, strategic recommendations.

Map symbols across codebases with codemapper (cm) — tree-sitter AST parsing for call graphs, callers/callees, and entrypoints. Use when exploring unknown code or tracing dependencies.

Guides collaborative creation of structured documents through a three-stage workflow of context gathering, iterative refinement, and reader testing. Activates when the user drafts documentation, proposals, technical specs, or decision documents that benefit from structured co-authoring.

Constraints-Based Reconstruction and Analysis for Python. Used for modeling large-scale metabolic networks in microorganisms.

Use when working with code refactoring context restore

Search code symbols, find function calls, and analyze codebase

Patterns for finding and using project documentation at runtime. Use this skill when you need to search for existing documentation, solutions, patterns, or learnings in a codebase before starting work. Don't use when you already know the file path, or when searching for code (use Grep/Glob directly).

Build a token-efficient codebase index before deep analysis or handoff. Use when you need a reusable map of symbols, files, and packed context for large repositories.

This skill should be used when the user asks about "coding best practices", "code conventions", "code style", "how to write good code", "clean code", or asks for guidance on code quality and patterns. Scaffold skill - expand with your preferred practices.

Create atomic git commits following best practices

Execute a complete, standards-compliant git commit. Invoke immediately whenever the user says "commit", "make a commit", "commit these changes", "let's commit", "ship this", "stage and commit", or any phrase that signals they want to record changes to git history. Do not wait for the user to specify format details — own the full workflow: staging, linting, message authoring, approval, and execution. If in doubt, invoke it — a bad commit message is permanent history.

Create well-formatted commits with conventional commit messages. Use when user asks to commit, wants to commit changes, or needs help with commit messages.

Write a commit message and create a git commit. Use when the user wants to commit changes, asks for a commit message, or says "commit this" or "make a commit".

Creates atomic commits by logically grouping staged changes with commitizen convention

commit and push all local changes to remote repo

Retrieves detailed company information including industry, size, location, and description from a domain name. Use when the user asks about a company, wants company details, or says "tell me about [company]".

Analyze competitor pricing strategies across e-commerce platforms. Map price positions, identify pricing gaps, evaluate price elasticity signals, and develop data-driven pricing strategies.

# Concentrated Risk Management Skill

ELI5-style explanations with analogies and multiple examples. Explains concepts at different levels (ELI5, high school, undergraduate, graduate). Uses real-world analogies and visual metaphors. Use when explaining difficult concepts, clarifying confusing topics, or learning new subjects. Triggers - explain concept, ELI5, explain like I'm 5, what is, how does, why does, analogy for, simple explanation.

Pre-implementation validation requiring ≥90% confidence before coding. Prevents wrong-direction work by assessing duplicates, architecture alignment, and root cause understanding.

Compute and interpret MAD-based confidence scores for experiment results. Use when logging experiment results after 3+ data points to determine if improvements are real or within noise.

Creates new KrakenD configurations with best practices, proper structure, and edition-appropriate features

Amend project constitution with semantic versioning and changelog management. Use when user asks to "amend constitution", "update constitution version", "add principle", or "modify governance rules". Automatically regenerates checklist.

Analyze and report what is consuming the 200K context window. Use when the user says /context-budget, "what's eating my context", "how much context am I using", or wants to optimize token usage.

Scan project folder structure, validate organization, clone GitHub repository, and generate an inventory of available materials. First step of writer workflow. Use when starting a new manuscript project.

Recovers working context from the journal after /clear or at session start

Write Conventional Commits messages (v1.0.0) — type(scope): subject format for changelogs and semver. Use when drafting commit messages, PR titles, or release notes.

Provides instructions for the Better Auth organization plugin in Convex projects. Use when adding multi-tenancy, organizations, members, invitations, organization roles, or organization-level permissions.

Find and book Park Slope Food Coop shifts using browser automation. Use when the user asks to book a coop shift, find available shifts, check coop schedule, or manage PSFC work assignments.

Wrap getTokenOptimizer().getCompactContext() to retrieve compacted ReasoningBank context for cost-analysis queries; report bridge-reported tokensSaved

Analyze token usage patterns and recommend cost optimizations with estimated savings

Create personalized, compelling cover letters from resume and job description

Code coverage analysis using coverage.sh script and pytest-cov

Create a git branch following Sentry naming conventions. Use when asked to "create a branch", "new branch", "start a branch", "make a branch", "switch to a new branch", or when starting new work on the default branch.

Creates a GitHub PR for current work. Handles branch creation, committing, pushing, and PR creation.

Create and bootstrap a git worktree for isolated development work.

Create a git worktree in a sibling directory for isolated feature work

Show how much context window context-mode saved this session. Displays token consumption, context savings ratio, and per-tool breakdown. Read-only — shows stats only, no reset capability. To wipe the knowledge base entirely, use ctx_purge instead. Trigger: /context-mode:ctx-stats

Use for GPU-accelerated machine learning on tabular data using NVIDIA cuML. Triggers when tasks involve classification, regression, clustering, dimensionality reduction, or model training on datasets.