How to manage the user registry — creating users for new Slack/GitHub/GitLab identities, managing aliases, resolving users across platforms.
Score 70/100
Segment users from feedback data based on behavior, JTBD, and needs. Identifies at least 3 distinct user segments.
Score 70/100
JSONPlaceholder API üzerinden kullanıcı bilgilerini sorgular, listeler ve detay getirir.
Score 70/100
Create user stories following the 3 C's (Card, Conversation, Confirmation) and INVEST criteria with descriptions, design links, and acceptance criteria.
Score 70/100
Use when the user wants to fetch tweets from a specific X (Twitter) user - their recent posts, their liked tweets, or their media tweets (photos and videos they posted).
Score 70/100
UI/UX best practices for web interfaces. Use when reviewing animations, CSS, audio, typography, UX patterns, prefetching, or icon implementations.
Score 70/100
Automate Userlist tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Working with 3D models (FBX, OBJ) - importing, converting to prefabs, runtime loading
Score 70/100
Discovers and invokes agent skills. Use when starting a session or when you need to discover which skill applies to the current task.
Score 70/100
Create and modify Argcfiles using the special syntax required. Use this when editing Argcfile.sh, @argc, or any shell script that contains `argc --argc-eval`.
Score 70/100
Use when legacy prompts or old framework sessions refer to the pre-rebrand Galyarder Agent Framework operating guide and need the modern equivalent behavior.
Score 70/100
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
Score 70/100
Reads, writes, and configures git notes and trailers for AI agent context — attribution, decision reasoning, prompts, and CI/CD metadata.
Score 70/100
Create isolated git worktrees with smart directory selection and safety verification
Score 70/100
Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Read tool before announcing usage, following brainstorming…
Score 70/100
Use when the user wants to read feeds, inspect posts, draft or post replies, list personas, or control the browser for X, LinkedIn, Reddit, or YouTube via the Socials extension.
Score 70/100
Documents Streamlit CLI commands for running apps, managing configuration, and diagnostics. Use when starting Streamlit apps, configuring runtime options, or troubleshooting CLI…
Score 70/100
Using third-party Streamlit custom components. Use when extending Streamlit with community packages. Covers installation, popular custom components, and when to use them.
Score 70/100
Structuring Streamlit app layouts. Use when placing content in sidebars, columns, containers, or dialogs.
Score 70/100
Covers all Markdown features in Streamlit including GitHub-flavored syntax plus Streamlit extensions like colored text, badges, Material icons, and LaTeX.
Score 70/100
Use when the user explicitly invokes /using-super-ralph or asks which skills are available and how to use them - do NOT auto-invoke on every conversation
Score 70/100
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
Score 70/100
Use when starting work in a TermCanvas-managed repo to route between direct work, Hydra, or a narrow TermCanvas skill.
Score 70/100
Use when starting any conversation — establishes vibekit's auto-trigger discipline so pipeline skills (brainstorm, brief, plan, exec, verify, review, finish, memory) actually fire…
Score 70/100
Use when starting any conversation about Vulca visual workflows - establishes auto-invoke discipline for the discovery -> brainstorm -> spec -> plan -> evaluate chain.
Score 70/100
Establishes how agents find and invoke ytstack skills. Requires Skill-tool invocation before any response when a ytstack skill applies. Auto-injected by the SessionStart hook.
Score 70/100
Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSDR, for IP analysis and prior art searches.
Score 70/100
Score candidate agent actions by expected gain, cost, uncertainty, and redundancy to guide dispatch and termination decisions.
Score 70/100
UUID generation skill - Universally Unique Identifiers v4 and v7 for entity IDs. For ng-events construction site progress tracking system.
Score 70/100
Define phase — 구조화된 스펙을 코드 작성 전에 작성한다. Codex 포팅 (원본: .claude/commands/uzys/spec.md)
Score 70/100
Automate V0 tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Generate print-grade bilingual (EN + AR) PDF documents — proposals, tutorials, letters, one-pagers, how-to guides, onboarding docs, cheatsheets.
Score 70/100
Documatica v12.0 Design System. Использовать для всех UI задач в проекте Documatica. Стиль: rounded-[3rem] секции, blue-600 акцент, docu-gold (#FBBF24) для AI/системных элементов,…
Score 70/100
Deep agentic-flow@alpha integration implementing ADR-001. Eliminates 10,000+ duplicate lines by building claude-flow as specialized extension rather than parallel implementation.
Score 70/100
MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring…
Score 70/100
Unify 6+ memory systems into AgentDB with HNSW indexing for 150x-12,500x search improvements. Implements ADR-006 (Unified Memory Service) and ADR-009 (Hybrid Memory Backend).
Score 70/100
Achieve aggressive v3 performance targets: 2.49x-7.47x Flash Attention speedup, 150x-12,500x search improvements, 50-75% memory reduction.
Score 70/100
Out-of-core DataFrame for billion-row data via lazy evaluation and memory-mapped files. Use when data exceeds RAM (10 GB–TB) for fast aggregation, filtering, virtual columns, and…
Score 70/100
Valgrind profiler skill for memory error detection and cache profiling. Use when running Memcheck to find heap corruption, use-after-free, memory leaks, or uninitialised reads; or…
Score 70/100
Framework health check combining isolation and mechanism compliance. Two modes: (1) Isolation — scan for multi-company contamination (scope headers, memory tags, cross-company…
Score 70/100
Validate that all Discovery artefacts (Epics, Stories) are clear, governed, complete, and safe to pass into Delivery.
Score 70/100
Audit an existing Sim knowledge base connector against the service API docs and repository conventions, then report and fix issues in auth, config fields, pagination, document…
Score 70/100
Validates hook, skill, and agent counts are consistent across CLAUDE.md, hooks.json, manifests, and source directories.
Score 70/100
Turn YAML runbooks into auditable agent actions with validation, dry-runs, destructive-step approval, and optional MCP exposure.
Score 70/100
Validates a business idea using the minimalist entrepreneur framework. Use when someone has a business idea and wants to test if it's worth pursuing before building anything.
Score 70/100
Audit an existing Sim integration against the service API docs and repository conventions, then report and fix issues across tools, blocks, outputs, OAuth scopes, triggers, and…
Score 70/100
Diagnostic skill that scans the workspace for multi-company isolation issues: L2 rules missing scope headers, memory files without company: field, conflicting directives across…
Score 70/100
Run schema checks from the shell or CI so malformed JSON, JSON5, or YAML inputs fail before they reach downstream tooling.
Score 70/100
Periodic smoke test for behavioral mechanism compliance. Scans the workspace for statically-detectable violations of rules in mechanism-registry.md.
Score 70/100
Use when you have multiple open PRs and want to validate them all (CI, reviews, code quality) and plan a safe merge order.
Score 70/100
Use when the user wants to validate content structure and format — check if content matches expected schema, required sections, word count, formatting rules, and placeholder…
Score 70/100
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…
Score 70/100
Validate that input meets prerequisites based on the user's saved standards for the project type. Use at the start of any quality pipeline to ensure the user has provided…
Score 70/100
Use when verifying all skills in the repository are well-formed before a release or after adding/editing a skill.
Score 70/100
Validate AI/ML models and datasets for bias, fairness, and ethical concerns. Use when auditing AI systems for ethical compliance, fairness assessment, or bias detection.
Score 70/100
Validate API responses against schemas to ensure contract compliance and data integrity. Use when ensuring API response correctness.
Score 70/100
Validate application performance against defined budgets to identify regressions early. Use when checking page load times, bundle sizes, or API response times against thresholds.
Score 70/100
Cross-cutting validation methodology for verifying phase outputs and project integrity
Score 70/100
Validation-first development - design state machine specifications from requirements, then execute CREATE -> VERIFY -> IMPLEMENT cycle.
Score 70/100
Use when implementation exists but tests or validation evidence are missing or incomplete
Score 70/100