Turn the current conversation context into a PRD and publish it to the project issue tracker. Use when user wants to create a PRD from the current context.

Turn the current conversation context into a PRD and publish it to the project issue tracker. Use when user wants to create a PRD from the current context.

Turn the current conversation context into a PRD and publish it to the project issue tracker. Use when user wants to create a PRD from the current context.

Use to surface what AI did during a session — actions taken, alternatives considered, why choices were made. "Show me the trace", "what did you do and why".

Use when designing animations for travel booking, hospitality apps, tourism platforms, or vacation planning experiences

Diagnose container failures, networking issues, permissions, and port conflicts

Use when creating animations that build user confidence, establish credibility, and communicate dependability.

Guide for using ty, the extremely fast Python type checker and language server. Use this when type checking Python code or setting up type checking in Python projects.

Designs typography systems including font choices, font sizes, font weights, line heights, and text styles. Creates type scale and defines usage guidelines. Ensures readability and accessibility.

Use when you need to generate an onboarding guide for new team members joining a project

Use when you need to achieve any emotional outcome through animation—provides a framework for mapping Disney principles to any target emotion.

Use when designing animations for any industry or when industry-specific guidelines do not apply

Use when creating any animation type - provides foundational timing, easing, and principle application that applies to all motion in interfaces.

Appends a thought, instruction, or note to the nearest CLAUDE.md in the current project. Use when the user wants to record a preference, rule, or context for future Claude sessions — phrases like "add this to claude.md", "remember this for next time", "note to claude", or "update claude.md".

Implements utility functions, helpers, and shared code. Use when implementing reusable functions, validation utilities, formatting functions, or helper modules. Creates clean, reusable utility code.

Graph Integrity Gate - Ensure nodes and relations can exist in the causal graph.

MANDATORY: Run before git push --force, rebase, or reset to verify safety

Validate all README files in the repository for required sections and installation code blocks. Checks section presence using config from .readme-validator.yaml or sensible defaults. Badge URL reachability is checked on-demand via WebFetch.

Use when naming classes, methods, routes in vanilla Rails codebases - enforces concern adjectives (-able/-ible only), no bangs for state, resource naming cascade, and commit message format

Maintain canonical concept pages and surface recurring themes

Monitor your favorite venues and artists for upcoming events

This skill should be used when about to claim work is complete, fixed, or passing — before committing, creating PRs, or telling the user 'done'. Requires running verification commands and reading output before making success claims.

Use after implementing changes to run verification commands and ensure tests pass, code builds, and functionality works.

Control browser via Chrome DevTools Protocol - full CDP access

Verify a claim with fresh local evidence: restate it falsifiably, capture baseline and treatment, compare artifacts, and return VERIFIED, NOT VERIFIED, or INCONCLUSIVE.

Identify EMERGING trends by connecting dots across unrelated sources. Monitor niche communities, academic research, GitHub, patents, funding, regulatory changes. Predict what will trend in 3-6 months based on weak signals.

Search the web for real-time information.

WhatsApp router: history/search/read/send; wacrawl read, wacli live.

Explore requirements and approaches through collaborative dialogue before planning implementation

Load your current context at session start. Shows what you were working on, active priorities, and unresolved flags. Also trigger when resuming after a break or when the user asks what am I working on.

WS-Discovery protocol scanner for discovering and enumerating ONVIF cameras and IoT devices on the network. Use when you need to discover ONVIF devices, cameras, or WS-Discovery enabled equipment on a network.

Breaks problems and goals into independent parts that can be tackled separately. Use this whenever the user states a problem or goal that has multiple dimensions or parts.

Brief description of what this Skill does and when to use it. Include specific trigger phrases users would say. Use when user asks "trigger phrase 1", "trigger phrase 2", or wants to [outcome]. Max 1024 characters.

Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.

3D game development principles. Rendering, shaders, physics, cameras.

Use when someone has never heard of animation principles, needs the simplest explanation possible, or is a complete newcomer to animation

Use when someone has working knowledge of animation principles and needs guidance on combining them effectively in more complex animations

Use when someone has basic awareness of animation principles and wants to start applying them in simple projects

Use when someone needs a rapid overview of all 12 animation principles in under 5 minutes

Use when an experienced animator needs a quick reminder of the 12 principles without basic explanations

Use when animation feels wrong and you need to diagnose which principle is failing or being misapplied

SKILL_DESCRIPTION - when to use this skill

What this skill does. Use when user mentions "keyword1", "keyword2", or "keyword3". Keep under 1,024 characters and include specific trigger keywords.

Use when animation excludes users with vestibular disorders, cognitive disabilities, or assistive technology needs

Use when animating accordions, collapsibles, dropdowns, or expand/collapse elements for smooth reveal transitions

Build the period-end accrual schedule — for each accrual, compute the entry, cite the support, and draft the JE. Use during month-end close; the JE is a draft for controller approval, not a posting.

Use when defining who the actors in a service are — segments, JTBD forces, context, constraints, and relationships between actors

Create a new custom AI persona for your social feed

Apply the Aesthetic-Usability Effect — visually consistent, polished interfaces are perceived as more usable.

Organize qualitative research data into an affinity diagram with themes, clusters, and insight statements. Use when synthesizing large amounts of qualitative data from interviews, observations, or surveys.

Use to manage the agentio daemon (real-time messaging connections + scheduler).

Use when interacting with JIRA via the agentio CLI - search issues, comment, transition.

Use to manage agentio scheduled .run.md prompts in watched folders.

Use when interacting with server via the agentio CLI.

Use when editing agentsmd files, creating skills/agents/rules, or working in ai-assistant-instructions

Execute all remaining sprints sequentially

Use for generic analysis with structured output — readability, complexity, risk, performance, churn, dep health. Multiple sub-modes; pick or detect.

Android development guidelines and best practices for the mobile-dev team

Ansible automation expert for playbooks, roles, inventories, and infrastructure management

Manage Apple Reminders via the `remindctl` CLI on macOS (list, add, edit, complete, delete). Supports lists, date filters, and JSON/plain output.

Archive completed AIDLC workflows to aidlc-docs/completed/

# ArgoCD Management Best Practices

Submit or update a Wall of Apps entry in the App-Store-Connect-CLI repository using `asc apps wall submit`. Use when the user says "submit to wall of apps", "add my app to the wall", or "wall-of-apps".

Submit or update a Wall of Apps entry in the App-Store-Connect-CLI repository using `asc apps wall submit`. Use when the user says "submit to wall of apps", "add my app to the wall", or "wall-of-apps".

Structural code search and refactoring via ast-grep. Reach for this when Edit fails with "old_string not unique", when refactoring across formatting variations, or when matching code shape rather than text.

Auto-configure quality gates, hooks, and settings for a new project. Detects project type and sets up appropriate tooling. Use when onboarding a new codebase.

Build or update the BlueBubbles external channel plugin for ThinkFleetBot (extension package, REST send/probe, webhook inbound).

Generates or updates an index.md to reference all docs in the folder. Use if user requests to create or update an index of all files in a specific folder

Check bot notifications for tasks requested by the repo owner, then execute them using a team

Use when exploring before committing, thinking through trade-offs, or digesting sketches and diagrams. Triggers include "let's brainstorm", "what if we...", and "explore options". Bad ideas welcome, questions over answers, mistakes on purpose.

Capture brainstorm discoveries that aren't in the plan — the thinking that makes this project unique

Use when the user explicitly asks to brainstorm. Helps turn ideas into designs through collaborative dialogue.

# Browser Automation Skill

Surgical bug fixing skill. Validates bugs, applies minimal fixes, prefers tactical deletion.

Entry P1 category router for business logic testing. Use when workflow abuse, race conditions, pricing flaws, or multi-step state attacks matter more than parser-level input injection.

Use when animating buttons, CTAs, or clickable action elements to create satisfying, responsive interactions

Use when creating animations that soothe users, reduce anxiety, or create peaceful, meditative experiences.

Use when animating cards, panels, tiles, or container elements to create depth and interactivity

Generate changelog entries from git commits, pull requests, or code changes. Use when creating release notes, updating CHANGELOG.md, or documenting what changed in a version.

Check current workflow state and progress

Use when checking out a PR, branch, or ref for local work - sets up worktree with context

Invoke this skill when the user swears or becomes upset

# Fixture Skill

3MF mesh geometry editor — detect and resize cylindrical holes, repair meshes, compare 3D printing files. Works with BambuStudio and PrusaSlicer 3MF files.

Wrapper for the Dify workflow DSL CLI. Create, inspect, validate, edit, and export Dify workflow files through a CLI-Anything harness.

3MF mesh geometry editor — detect and resize cylindrical holes, repair meshes, compare 3D printing files. Works with BambuStudio and PrusaSlicer 3MF files.

# ClinicalTrials.gov Database

Explain complex code in plain English

Trace code execution paths and data flow. Use when user asks "how does X work", "what happens when X", "trace the flow of X", "where does data come from", or needs to understand feature implementation.

Get an outline (functions/classes/exports) of a file or package without reading it whole. Use when the question is "list/show/what's in" rather than "where is" (search) or "how does it work" (read).

Quickly understand a new codebase's architecture, tech stack, and patterns. Use when user asks "what is this project", "project overview", "how is this codebase structured", "what tech stack", or when onboarding to a new codebase.

Use to export the codemap as machine-readable JSON for downstream tooling. Same data as /codemap, different format. "Export the codemap", "give me the codemap as JSON".

Use for a quick structural scan of an unfamiliar repo. Top-level only, no deep semantics. ~30 seconds. "Quick map", "what's in this repo", "fast orientation".

Use for multi-perspective analysis with Codex exploring different viewpoints. Triggers on "codex perspectives", "pros and cons from codex", "codex evaluate options", "what are the tradeoffs".

Use for deep multi-step investigation and analysis with Codex. Triggers on "codex deep analysis", "investigate with codex", "codex thorough investigation", "have codex think deeply".

Read the user's coding preferences from /memory/coding-prefs.md before making non-trivial style decisions, and append new preferences when the user gives durable feedback.