avalonia-zafiro-development
davila7Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit.
ab-test-setup
sickn33Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
brainstorming
vudovnSocratic questioning protocol + user communication. MANDATORY for complex requests, new features, or unclear requirements. Includes progress reporting and error handling.
mgrep
mixedbread-aiMANDATORY: Replaces ALL built-in search tools. You MUST invoke this skill BEFORE using WebSearch, Grep, or Glob. NEVER use the built-in WebSearch tool - use `mgrep --web` instead. NEVER use the built-in Grep tool - use `mgrep` instead.
dev
cexllExtreme lightweight end-to-end development workflow with requirements clarification, intelligent backend selection, parallel codeagent execution, and mandatory 90% test coverage
swiftfindrefs
openclawUse swiftfindrefs (IndexStoreDB) to list every Swift source file referencing a symbol. Mandatory for “find references”, “fix missing imports”, and cross-module refactors. Do not replace with grep/rg or IDE search.
office-xyz
openclawoffice.xyz — The 2D virtual office platform for AI agents. Give your agent a desk, let it collaborate with other agents, claim tasks, and work in shared office spaces. Transform isolated CLI agents into embodied office workers. MANDATORY TRIGGERS: office.xyz, virtual office, office chat, agent collaboration, multi-agent, office navigation, task management, shared workspace, team collaboration, @mention agent, office map, 2d office, spatial collaboration, agent workspace
agent-registry
openclawMANDATORY agent discovery system for token-efficient agent loading. Claude MUST use this skill instead of loading agents directly from ~/.claude/agents/ or .claude/agents/. Provides lazy loading via search and get tools. Use when: (1) user task may benefit from specialized agent expertise, (2) user asks about available agents, (3) starting complex workflows that historically used agents. This skill reduces context window usage by ~95% compared to loading all agents upfront.
imitation-agent
openclawMandatory operational logic for playing The Imitation Game. Use this when the user says "play" or "start game". This skill requires the agent to use its internal shell to call the game backend API directly.
agent-orchestrator
openclawMeta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinates file-based communication, consolidates results, and dissolves agents upon completion. MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks
omnisearch
openclawMANDATORY web search tool for current information, news, prices, facts, or any data not in your training. This is THE ONLY way to search the internet in this OpenClaw environment. ALWAYS use this skill when the user asks for web searches or when you need up-to-date information.
youdotcom-cli
openclawWeb search with livecrawl (search+extract) and content extraction for bash agents using You.com's @youdotcom-oss/api CLI. - MANDATORY TRIGGERS: You.com, youdotcom, YDC, @youdotcom-oss/api, web search CLI, livecrawl - Use when: web search needed, content extraction, URL crawling, real-time web data
technical-design-doc-creator
tech-leads-clubCreates comprehensive Technical Design Documents (TDD) following industry standards with mandatory sections, optional sections, and interactive gathering of missing information.
document-watermark
spring-projectsMANDATORY branding that MUST be added to ALL generated documents - adds ACME CORPORATION header and Document Forge footer
add-new-setting-field
tsukumijima[Mandatory reference when adding settings] Required steps when adding a new setting (e.g., v-switch / v-select) to KonomiTV. You must add entries to SettingsStore.ts, Settings.ts, config.py, and Settings/*.vue.
AI Truthfulness Enforcer
ananddtyagiMANDATORY verification system that prevents Claude Code instances from making false claims or fabricating evidence. Enforces cryptographic verification, real testing evidence, and automatic claim validation before any success statements can be made.
Comprehensive Testing & Verification
ananddtyagiMASTER Vue.js application testing with strict enforcement of verification protocols. Systematically test functionality with Playwright, validate bug fixes, verify features work, and enforce zero-tolerance policies for false success claims. MANDATORY testing with visual evidence before any deployment or functionality claims.
claudish-usage
MadAppGangCRITICAL - Guide for using Claudish CLI ONLY through sub-agents to run Claude Code with any AI model (OpenRouter, Gemini, OpenAI, local models). NEVER run Claudish directly in main context unless user explicitly requests it. Use when user mentions external AI models, Claudish, OpenRouter, Gemini, OpenAI, Ollama, or alternative models. Includes mandatory sub-agent delegation patterns, agent selection guide, file-based instructions, and strict rules to prevent context window pollution.
react-native-expo
jezwebBuild React Native 0.76+ apps with Expo SDK 52-54. Covers mandatory New Architecture (0.82+/SDK 55+), React 19 changes, SDK 54 breaking changes (expo-av, expo-file-system, Reanimated v4), and Swift iOS template. Prevents 16 documented errors. Use when building Expo apps, migrating to New Architecture, upgrading to SDK 54+, or fixing Fabric, TurboModule, propTypes, expo-updates crashes, or Swift AppDelegate errors.
sadd:launch-sub-agent
NeoLabHQLaunch an intelligent sub-agent with automatic model selection based on task complexity, specialized agent matching, Zero-shot CoT reasoning, and mandatory self-critique verification
axiom-objc-block-retain-cycles
Use when debugging memory leaks from blocks, blocks assigned to self or properties, network callbacks, or crashes from deallocated objects - systematic weak-strong pattern diagnosis with mandatory diagnostic rules
code-review
alinaqiMandatory code reviews via /code-review before commits and deploys
Code Formatting
openshiftMANDATORY: When writing Go tests, you MUST use 'When...it should...' format for ALL test names. When writing any Go code, you MUST remind user to run 'make lint-fix' and 'make verify'. These are non-negotiable HyperShift requirements.
Git Workflow
DO NOT COMMIT unless user explicitly tells you to. Use this skill EVERY SINGLE TIME before creating a git commit. Provides mandatory commit message format, staging rules, and post-commit summary requirements for the MIRA project
model-tracking-protocol
MadAppGangMANDATORY tracking protocol for multi-model validation. Creates structured tracking tables BEFORE launching models, tracks progress during execution, and ensures complete results presentation. Use when running 2+ external AI models in parallel. Trigger keywords - "multi-model", "parallel review", "external models", "consensus", "model tracking".
proof-of-work
atholaEnforces "prove before claim" discipline - validation, testing, and evidence requirements before declaring work complete. Use when claiming work is complete, recommending solutions, or finishing implementations, improvement validated, workflow optimized, performance improved, or issue resolved. Do not use when asking questions or for work clearly in-progress. MANDATORY: This skill is required before any completion claim.
icml-reviewer
sundial-orgPaper reviewer that evaluates machine learning research projects following official ICML reviewer guidelines. Provides comprehensive reviews with actionable feedback across all key dimensions: claims/evidence, relation to prior work, originality, significance, clarity, and reproducibility. Also provides formative feedback on incomplete drafts, proposals, and research code repositories. MANDATORY TRIGGERS: review paper, ICML review, paper review, evaluate paper, research paper feedback, ML paper review, conference review, academic review, paper critique, NeurIPS review, ICLR review, project proposal, research proposal, paper draft, early feedback, incomplete paper, work in progress, WIP review, review repo, review codebase, research project review
hello
alexeygrigorevMANDATORY for ALL greeting requests - you MUST load this skill before responding
functional-core-imperative-shell
ed3daiUse when writing or refactoring code, before creating files - enforces separation of pure business logic (Functional Core) from side effects (Imperative Shell) using FCIS pattern with mandatory file classification
writing-claude-md-files
ed3daiUse when creating or updating CLAUDE.md files for projects or subdirectories - covers top-level vs domain-level organization, capturing architectural intent and contracts, and mandatory freshness dates
using-plan-and-execute
ed3daiUse when starting any conversation - establishes mandatory workflows for finding and using skills, including using Read tool before announcing usage, following brainstorming before coding, and creating task todos for checklists
pre-write-checklist
MicrockActivates automatically before chapter writing to enforce the 9-item mandatory file reading checklist - prevents AI focus degradation in long-form fiction by ensuring all context is loaded before each writing session
react-native-expo
MicrockBuild React Native 0.76+ apps with Expo SDK 52. Covers mandatory New Architecture (0.82+), React 19 changes (propTypes/forwardRef removal), new CSS (display: contents, mixBlendMode, outline), Swift iOS template, and DevTools migration. Use when: building Expo apps, migrating to New Architecture, or troubleshooting "Fabric component not found", "propTypes not a function", "TurboModule not registered", or Swift AppDelegate errors.
ring:using-ring
LerianStudioMandatory orchestrator protocol - establishes ORCHESTRATOR principle (dispatch agents, don't operate directly) and skill discovery workflow for every conversation.
ui-ux-audit
nicepkgMandatory audit workflow for UI/UX changes that reads current state FIRST, checks for redundancy, respects clean design philosophy, and identifies genuine gaps before implementation. Auto-invoked when user mentions UI, UX, design, layout, homepage, page improvements, visual changes, or interface modifications.
aposd-optimizing-critical-paths
ryanthedevOptimize performance through mandatory measure-first workflow with 3 stages: MEASURE (gate) -> FUNDAMENTAL FIX -> CRITICAL PATH REDESIGN. Use when code is too slow, laggy, hangs, doesn't scale, has timeouts, OOM errors, or high CPU/memory. Emphasize that simpler code usually runs faster. Triggers on: performance issues, optimization needed, takes forever, profiling. Produces profiling-backed optimization with verified improvement.
code-foundations
ryanthedevClassify code tasks and execute task-specific checklists with quality gates. Route to WRITE, DEBUG, REVIEW, OPTIMIZE, REFACTOR, SIMPLIFY, or SECURE workflows, each invoking relevant CC and APOSD skills. Produce classification statement plus DONE/NOT DONE verdict with mandatory pre-commit verification. Use when writing, debugging, reviewing, fixing, implementing, optimizing, refactoring, simplifying, or securing code. Triggers on: implement, build, create, debug, fix bug, broken, error, review, audit, optimize, slow, performance, refactor, clean up, simplify, confusing, too complex, secure, vulnerability.
pull-request
vasylenkoMANDATORY format for all pull request descriptions in this project. MUST be loaded and followed whenever creating a PR, writing a PR description, or improving an existing PR body. Triggers on "create PR", "open PR", "new PR", "PR description", "pull request". Overrides any default PR description format.
git-squash
cowwocMANDATORY: Use instead of `git rebase -i` for squashing - unified commit messages
safe-rm
cowwocMANDATORY: Use instead of rm -rf or rm -r to prevent shell session breakage
git-rebase
cowwocMANDATORY: Use instead of `git rebase` - provides automatic backup and conflict recovery
git-amend
cowwocMANDATORY: Use instead of `git commit --amend` - verifies HEAD and push status first
validate-git-safety
cowwocMANDATORY: Run before git push --force, rebase, or reset to verify safety
git-rewrite-history
cowwocMANDATORY: Use instead of `git filter-branch` - safer git-filter-repo with recovery
render-diff
cowwocMANDATORY: Use BEFORE showing ANY diff to user - transforms git diff into 4-column table with box characters (╭╮╰╯│). Required for approval gates, code reviews, change summaries.
using-hyper
withzombiesUse when starting any conversation - establishes mandatory workflows for finding and using skills
using-superpowers
dsifryUse when starting any conversation - establishes mandatory workflows for finding and using skills, including using Skill tool before announcing usage, following brainstorming before coding, and creating TodoWrite todos for checklists
swiftfindrefs
michaelversusUse swiftfindrefs (IndexStoreDB) to list every Swift source file referencing a symbol. Mandatory for “find references”, “fix missing imports”, and cross-module refactors. Do not replace with grep/rg or IDE search.