Standardize Python development using UV - a fast, unified package and project manager. Use when creating Python projects, managing dependencies, setting up virtual environments, installing Python versions, or optimizing Python workflows. Replaces pip, virtualenv, pyenv, poetry, and pipx with a single 10-100x faster tool.

5D Spec-Driven Development - A complete methodology for building software through structured phases. Use when: (1) User wants to build something non-trivial, (2) User mentions '5D' or 'spec-driven development,' (3) Starting a new project or feature that needs careful planning, (4) User wants a structured approach to development. This skill orchestrates the full workflow across 10 phases from orientation to reflection.

Strategic multi-dimensional thinking framework for analysis and problem-solving. Use when tasks require: (1) Complex problem analysis, (2) Breaking through mental limitations, (3) Evaluating ideas from multiple perspectives, (4) Understanding root causes, (5) Generating novel insights, (6) Strategic planning, or when the user asks for deep analysis, wisdom, creative solutions, or references '5D thinking,' 'multi-dimensional analysis,' or 'strategic genius' thinking.

Pre-implementation confidence assessment (≥90% required). Use before starting any implementation to verify readiness with duplicate check, architecture compliance, official docs verification, OSS references, and root cause identification.

This skill should be used when the user asks to "setup hot reload", "add hot reloading to chrome extension", "watch extension files", "auto reload extension", or mentions "manifest v3 hot reload". Provides a zero-dependency solution for automatic extension refreshing during development.

This skill should be used when the user asks to "commit", "create a commit", "git commit", "commit my changes", "commit staged changes", "make a conventional commit", "write a commit message", or wants to create a well-formatted conventional commit from staged git changes. Handles branch safety checks, automatic commit type detection, message composition following the conventional commits spec, pre-commit hook failure recovery, and optional PR creation.

Interactive daily planning ritual that guides the user through a reflective conversation across all life dimensions (work, fitness, relationship, social, adventure) and produces a holistic day plan. Use when the user requests to plan their day with phrases like "plan the day", "plan my day", "plan today", or similar variations.

Manage and organize files for OpenClaw agents

This skill should be used when the user asks about "stacked branches", "git-spice", "gs command", "stacked PRs", "stacked pull requests", "stacked merge requests", "branch stacks", "restack branches", "submit stack", "gs branch", "gs stack", "gs upstack", "gs downstack", "gs repo sync", or needs help managing multiple dependent branches.

Self-learning orchestrator with unified insight memory. Explore, plan, build.

Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowcharts, or when the user mentions Canvas files in Obsidian.

Use jj (Jujutsu) for local version control instead of git. Activate when: the repo has a .jj/ directory, the user or project config mentions jj, the user says 'use jj', or any version control operation is needed in a jj-managed repo. Also use this skill when the user asks to commit, branch, stash, rebase, or perform any git-like operation in a repo that uses jj. If unsure whether the repo uses jj, check for a .jj/ directory.

Provides current project state, architecture overview, and structured metadata

Sets up modern Python projects with uv tooling, src layout, and PEP8 standards. Handles both new and existing projects, presents interactive library selection for CLI/TUI apps, generates pyproject.toml, and provides complete scaffolding with type hints and proper structure.

Run a sleep cycle to consolidate and improve skills. Use when the user says 'sleep', 'run a sleep cycle', or 'consolidate skills'. Checks pressure levels and dispatches the N1→N2→N3→REM pipeline.

Guide for implementing subscription billing with Dodo Payments - trials, upgrades, downgrades, and on-demand billing.

Set up the Gotrino assistant for your project. Detects your stack, captures scope decisions, and creates a config that evolves with your project. Run once to get started, revisit to update decisions.

Route to the right mental model based on your domain and problem type. The single entry point for all thinking skills.

USE FOR web search. Returns ranked results with snippets, URLs, thumbnails. Supports freshness filters, SafeSearch, Goggles for custom ranking, pagination. Primary search endpoint.

Invoke this skill when the user asks how to USE the 10x-cli day-to-day — fetching lessons, listing modules, switching AI tools, troubleshooting errors, understanding where artifacts land, or working on a specific OS (Windows, Linux, macOS). Covers commands (get, list, doctor, auth --status/--logout), tool profiles, artifact locations, common errors, and platform-specific tips. Excludes: first-time installation and onboarding (use 10x-cli-setup instead), developing or contributing to 10x-cli source code, and general programming help.

Recover lost context after session compaction or when information from previous sessions is needed. Use when: user mentions "what were we working on", "I lost context", "before the compact", "previous session", or asks about decisions/implementations/discussions that aren't in current context. Also use proactively when you notice references to prior work you lack context for.

Enforces the project's core TypeScript standards including explicit typing, import organization, class member ordering, and code safety rules. ALWAYS apply when creating, modifying, or reviewing any TypeScript (.ts/.tsx) file.

Escalate privileges on Linux systems using SUID/SGID binaries, capabilities, sudo misconfigurations, cron jobs, kernel exploits, and container escapes. Use when performing Linux post-exploitation or privilege escalation.

Configure `MaterialApp.router` using a package like `go_router` for advanced URL-based navigation. Use when developing web applications or mobile apps that require specific deep linking and browser history support.

Orchestrates full-stack feature development with hook-based automation.

Fuzzing dictionaries guide fuzzers with domain-specific tokens. Use when fuzzing parsers, protocols, or format-specific code.

Index learning files into SQLite and generate topic manifest

Atomically updates both the specs index and the tasks index for a given spec, detects and repairs pre-existing drift between them, and enforces write invariants before any mutation

# Infrastructure as Code Skill

Draws 4 Tarot cards using os.urandom() to inject entropy into planning when prompts are vague or underspecified. Interprets the spread to guide next steps. Use when the user is nonchalant, feeling lucky, says 'let fate decide', makes Yu-Gi-Oh references ('heart of the cards'), demonstrates indifference about approach, or says 'try again' on a system with no changes. Also triggers on sufficiently ambiguous prompts where multiple approaches are equally valid.

How to write well-structured Basic Memory notes: frontmatter, observations with semantic categories, relations with wiki-links, and best practices for building a rich knowledge graph. Use when creating or improving notes.

ONLY use when user explicitly says 'deep research', 'exhaustive', 'comprehensive report', or 'thorough investigation'. Slower and more expensive than parallel-web-search. For normal research/lookup requests, use parallel-web-search instead. Supports multi-turn: pass --previous-interaction-id from a prior research or enrichment to continue with context.

Gathers, organizes, and documents software requirements into structured catalogs with functional requirements (user stories), non-functional requirements (measurable quality attributes), and constraints. Use when the user asks to "write requirements", "create a PRD", "gather requirements", "document feature specs", "write user stories", "define NFRs", "list constraints", or mentions requirements catalog, requirements analysis, product requirements document, or feature specification.

Runpod CLI to manage your GPU workloads.

Execute implementation specs with batched checkpoints. Follows specs exactly, stops on blockers, supports parallelization.

Feature onboarding wizard with optional quick mode

4-phase root cause debugging: understand bugs before fixing.

Semantic file discovery via `vexor`. Use whenever locating where something is implemented/loaded/defined in a medium or large repo, or when the file location is unclear. Prefer this over manual browsing.

Generates four audience-tailored onboarding guides in an onboarding/ folder — Contributor, Staff Engineer, Executive, and Product Manager. Use when the user wants onboarding documentation for a codebase.

This skill should be used when the user asks to "summarize my work", "generate standup update", "what did I do yesterday", "summarize my GitHub activity", "create work summary", "weekly summary", or needs to generate a summary of their GitHub contributions for sharing with their team.

Manage your team — create roles, assign tasks, spawn workers, and monitor progress

Generates comprehensive, structured research reports.

Beads (bd CLI) reference — issue types, statuses, priorities, dependencies, and common commands

Catches state bloat, grab-bag models, and mutation ambiguity from AI coding agents. Use when reviewing state types, boolean flags, optional-field models, or mutable data patterns.

A research-journal aesthetic printed on warm stone — authoritative, editorial, almost achromatic. Pages live on warm ivory parchment (never pure white), with near-black slate as the dominant ink.

A radically minimal, blank-canvas interface built as a pure edge-to-edge surface, with almost no color and typography carrying the visual weight. Black serves as the only filled color, the only divider, and the sole surface tone cards.

Dream about a skill to find edge cases and improvements. Use when the user says 'dream about [skill]' or 'improve [skill] through dreaming'. Generates surreal scenarios and tests patches via eval loop.

Augmented cognition layer that makes users smarter by connecting conversations to their persistent knowledge tree. Use proactively when topics arise that might have prior knowledge, and when users ask to remember, recall, search, or organize. Triggers on technical discussions, decision-making, project work, "remember this", "recall", "what do I know about", or any knowledge request.

Building and packaging applications with Flox. Use for manifest builds, Nix expression builds, sandbox modes, multi-stage builds, and packaging assets.

Algorithmic decision tree for when to follow plan exactly vs when to report STOPPED - prevents scope creep and unauthorized deviations

Autonomous goal execution — give a goal, get a plan, confirm, execute, report. You steer, Claude drives.

Work with Graphite (gt) for stacked PRs - creating, navigating, and managing PR stacks.

Install or update DuckDB extensions. Each argument is either a plain extension name (installs from core) or name@repo (e.g. magic@community). Pass --update to update extensions instead of installing.

Analyze job postings, calculate match scores, identify gaps, and create application strategy

Select and configure linear solvers for systems Ax=b in dense and sparse problems. Use when choosing direct vs iterative methods, diagnosing convergence issues, estimating conditioning, selecting preconditioners, or debugging stagnation in GMRES/CG/BiCGSTAB.

Synchronize current session state to memory files. Reviews conversation, updates relevant files, and confirms changes. Use at end of sessions or when significant progress has been made.

Guide migrating lodash code to es-toolkit. Use when the user wants to migrate from lodash, replace lodash imports, reduce bundle size by switching to es-toolkit, or understand the difference between es-toolkit and es-toolkit/compat.

Build icon components where any icon morphs into any other through SVG line transformation. Use when asked to "create morphing icons", "build icon transitions", "animate between icons", or "transform icons".

Select and configure nonlinear solvers for f(x)=0 or min F(x). Use for Newton methods, quasi-Newton (BFGS, L-BFGS), Broyden, Anderson acceleration, diagnosing convergence issues, choosing line search vs trust region, and analyzing Jacobian quality.

Select and configure time integration methods for ODE/PDE simulations. Use when choosing explicit/implicit schemes, setting error tolerances, adapting time steps, diagnosing integration accuracy, planning IMEX splitting, or handling stiff/non-stiff coupled systems.

Analyze and enforce numerical stability for time-dependent PDE simulations. Use when selecting time steps, choosing explicit/implicit schemes, diagnosing numerical blow-up, checking CFL/Fourier criteria, von Neumann analysis, matrix conditioning, or detecting stiffness in advection/diffusion/reaction problems.

Use the official Obsidian CLI (1.12+) for vault operations. Prefer CLI for index-powered ops (search, backlinks, tags, tasks, properties, bases). Fall back to file tools when Obsidian is not running or for simple read/write.

Validate material sample annotations and data structures against ontology constraints. Use when checking if CMSO annotations are correct, verifying that required properties are present, or validating that object property relationships have consistent domain and range. Catches unknown classes, unknown properties, domain mismatches, and missing required fields.

Archives completed changes and merges specification deltas into living documentation. Use when changes are deployed, ready to archive, or specs need updating after implementation. Triggers include "openspec archive", "archive change", "merge specs", "complete proposal", "update documentation", "finalize spec", "mark as done".

Configure multi-tenant organizations, manage members and invitations, define custom roles and permissions, set up teams, and implement RBAC using Better Auth's organization plugin. Use when users need org setup, team management, member roles, access control, or the Better Auth organization plugin.

Configure multi-tenant organizations, manage members and invitations, define custom roles and permissions, set up teams, and implement RBAC using Better Auth's organization plugin. Use when users need org setup, team management, member roles, access control, or the Better Auth organization plugin.

Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out.

Adaptive conversational wizard for eliciting project requirements. Guides users through functional, nonfunctional, and edge-case requirements with domain-specific questions for web apps, APIs, CLIs, mobile, data pipelines, and more.

Optimizes resource usage and makes decisions about when to optimize existing resources vs. add new resources. Use when you need to improve efficiency, balance resource usage, or decide between optimization and expansion. Analyzes current resource usage and recommends optimization strategies.

Transform weak resume bullets into achievement-focused statements with metrics and impact

Semantic code search and code intelligence. Use for 'where is X', 'how does Y work', 'find Z logic' queries, symbol definitions, references, and structural queries. Finds code by concept, not exact text.

Validate simulations before, during, and after execution. Use for pre-flight checks, runtime monitoring, post-run validation, diagnosing failed simulations, checking convergence, detecting NaN/Inf, or verifying mass/energy conservation.

Search and filter SonarQube issues for a project, branch, or pull request via sonarqube-cli (`-p` is always required on the CLI; resolve the key from user arguments or sonar-project.properties)

Generate production-quality SVG icons with COLOR support using VTracer vectorization. Converts raster images to clean, colorful SVG paths.

Initialize workflow for new empty projects. Creates core memories and directory structure.

Regulator-grade feature attribution for any LSTM/Transformer signal — single-entry PageRank ranks the top-K features that drove the prediction (ADR-126 Phase 6, ADR-123 single-entry PR)

Expert guidelines for Native WeChat Mini Program development focusing on performance, code size, and native compatibility. Use when developing WeChat Mini Programs in native JavaScript.

Use this skill when the user wants to find, filter, or narrow down Airtable records by field values, even when they don't explicitly say "filter."

Download NASA's Astronomy Picture of the Day (user)

Get AI-driven recommendations for what to monitor. Handles "what should I monitor", "suggest tables", "recommend thresholds", "coverage gaps".

Assesses orchestration fitness and authors execution workflows. Use when "should I use agents", "parallelize this", "fan out", "orchestrate this", "team for this", "how many agents".

Install rules to .claude/rules/workbench/ with path-scoping. Detect project languages or choose manually.

Launch and manage loosely coupled cmux subagents: parallel interactive Codex sessions in cmux columns for user-given subtasks, using explicit sttts-* branches and the bundled codex-worktree wrapper. Use when the user says 'start cmux codex subagent', 'cmux codex session', 'codex cmux session', asks to launch a Codex subagent in cmux, or asks to start, check status, tail output, focus, or close a cmux subagent.

Resolves conflicts between agents or approaches when disagreements arise. Use when agents have conflicting recommendations, different approaches to the same problem, or disagreements on priorities. Analyzes conflicts, evaluates options, and makes decisions to resolve conflicts.

Datadog CLI for debugging and triaging. Use this skill when you need to: search Datadog logs, query metrics, tail logs in real-time, trace distributed requests, investigate errors, compare time periods, find log patterns, check service health, or export observability data. Trigger phrases include "search logs", "tail logs", "query metrics", "check Datadog", "find errors", "trace request", "compare errors", "what services exist", "log patterns", "CPU usage", "service health".

Search the web using DuckDuckGo via the ddgr CLI tool. Use when the user asks to search the web, look something up online, find information on the internet, get instant answers, or needs current/real-time data. Also use for DuckDuckGo Bang searches (e.g., "!w" for Wikipedia, "!so" for StackOverflow).

Code smell detection based on Martin Fowler's refactoring catalog - identifies quality issues and refactoring opportunities

Synthesize the deepwork wiki — rewrites Overview, Session Index, and Cross-refs in ${CLAUDE_PROJECT_DIR:-$(pwd -P)}/.claude/deepwork/DEEPWORK_WIKI.md from archived sessions. Preserves the # Log section verbatim (hook owns it).

Select and apply numerical differentiation schemes for PDE/ODE discretization. Use when choosing finite difference/volume/spectral schemes, building stencils, handling boundaries, estimating truncation error, or analyzing dispersion and dissipation.

Semantic Architecture Language to Combat the Smoothing Anathema

Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks. Reduces cognitive load and keeps your digital workspace tidy without manual effort.

Use when searching code across GitHub repositories - provides syntax for file extensions, filenames, languages, sizes, exclusions, and using -w flag for regex search via web interface

Use when orchestrating a complete 8-phase development iteration. Activated by /iterate command or when user asks to follow the iteration workflow.

Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. Perfect for professionals seeking to improve their communication and leadership skills.

Creating and refining Mermaid diagrams with live reload. Use when users want flowcharts, sequence diagrams, class diagrams, ER diagrams, state diagrams, or any other Mermaid visualization. Provides best practices for syntax, styling, and the iterative workflow using mermaid_preview and mermaid_save tools.

Guides through npm package updates including minor/patch updates and major version updates. Use when user wants to update npm dependencies, handle breaking changes, manage package versions, or run npm outdated/update commands.