Guidance for using Forgetful semantic memory effectively. Applies Zettelkasten atomic memory principles.
Use when legacy prompts or old framework sessions refer to the pre-rebrand Galyarder Agent Framework operating guide and need the modern equivalent behavior.
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions — from rtk-ai/rtk
Run the `gemini` CLI in headless mode for one-off prompts, model-directed Gemini tasks, structured output capture, and follow-up messages against prior Gemini sessions.
Reads, writes, and configures git notes and trailers for AI agent context — attribution, decision reasoning, prompts, and CI/CD metadata.
Create isolated git worktrees with smart directory selection and safety verification — from Avi977/ace-claude-toolkit
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory — from…
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory — from…
Use when an active goal-mode plan-tree is driving the conversation (Stop hook fires continuation prompts, lifecycle is pursuing/paused/awaiting-manual-approval/blocked) OR before…
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions — from…
OpenAI SDK development with GPT-5 family, Chat Completions, Responses API, embeddings, and tool calling. Use for AI-powered applications, chatbots, agents, and semantic search.
Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Read tool before announcing usage, following brainstorm — from…
Use when starting work in a repository with Agent Powerups installed, when a task may match a reusable local skill, command, workflow, hook recipe, AGENTS.md template, or MCP…
Use when starting any conversation in a repo — establishes the repo-hygiene skill set and the moments each sub-skill applies
Mandatory orchestrator protocol - establishes ORCHESTRATOR principle (dispatch agents, don't operate directly) and skill discovery workflow for every conversation.
Use when the user asks to review code, plan features, brainstorm ideas, audit a codebase, implement a plan, fix review findings, debug failed builds, analyze code impact, or run…
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.
Documents Streamlit CLI commands for running apps, managing configuration, and diagnostics. Use when starting Streamlit apps, configuring runtime options, or troubleshooting CLI…
Using third-party Streamlit custom components. Use when extending Streamlit with community packages. Covers installation, popular custom components, and when to use them.
Structuring Streamlit app layouts. Use when placing content in sidebars, columns, containers, or dialogs.
Covers all Markdown features in Streamlit including GitHub-flavored syntax plus Streamlit extensions like colored text, badges, Material icons, and LaTeX.
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
Use when entering a repository with a .ctx/ hub, or when the user asks about project context, agent instructions, tool configuration, sync, health, candidates, drift, or…
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions — from…
Use when starting any conversation involving ML/AI — establishes how to use Leeroopedia KB tools and workflow skills
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions — from…
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions — from…
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions — from…
Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Read tool before announcing usage, following brainstorm — from…
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions — from…
Use when starting work in a TermCanvas-managed repo to route between direct work, Hydra, or a narrow TermCanvas skill.
Technical writing specialists for functional and API documentation. Dispatch when you need to create guides, conceptual docs, or API references following established documentation…
Use when starting any conversation — establishes vibekit's auto-trigger discipline so pipeline skills (brainstorm, brief, plan, exec, verify, review, finish, memory) actually fire…
Use when starting any conversation about Vulca visual workflows - establishes auto-invoke discipline for the discovery -> brainstorm -> spec -> plan -> evaluate chain.
Weaviate vector database for semantic search, hybrid queries, and AI-native applications. Use for embeddings storage, similarity search, RAG pipelines, and multi-modal retrieval.
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.
ALWAYS LOADED — Zuvo skill router. Injected at session start. Determines which zuvo skill to invoke for the current task.
Prepare for US medical licensing exams with progress tracking, weak area analysis, question bank management, and residency match planning.
Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSDR, for IP analysis and prior art searches.
USPTO-Anmeldung nach Lanham Act 15 U.S.C. § 1051 ff.: Use in Commerce vs. Intent-to-Use, TEAS Plus/Standard, Goods/Services ID Manual, Specimen of Use, Statement of Use, Extension…
Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSDR, for IP analysis and prior art searches.
Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSDR, for IP analysis and prior art searches.
Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSDR, for IP analysis and prior art searches.
公式記録の検索、PatentSearch クエリ、TSDR チェック、譲渡データ、および再現可能な IP 調査ログのための USPTO 特許・商標データワークフロー。
USPTO Office Actions: Section 2(d) Likelihood of Confusion mit DuPont Factors (In re E.I. DuPont 476 F.2d 1357), Section 2(e)(1) Merely Descriptive, Section 2(e)(4) Surname,…
Begleitet Unternehmen und Steuerberater bei der korrekten Abgabe von Umsatzsteuer-Voranmeldungen nach § 18 UStG – von der Bestimmung des Voranmeldungszeitraums über…
API de Usuários da Tray. Utilize quando o desenvolvedor precisar listar os usuários administrativos da loja. API somente leitura.
Générer du HTML valide utilisant les composants web UTD (utd-webcomponents) du MESS/MTESSDev. Déclencher dès que la conversation implique des balises utd-*, la librairie…
Score candidate agent actions by expected gain, cost, uncertainty, and redundancy to guide dispatch and termination decisions.
Use when a repository explicitly prefers utility-first CSS, Tailwind-style classes, or atomic class composition for UI styling.
Teaches PMs to create syntactically valid mermaid diagrams by selecting the right diagram type for their communication need, following syntax validity rules, and validating before…
Draft CHANGELOG entries from git log via the pm-changelog-curator sub-agent. Dispatches natively on Claude Code with the pm-skills plugin (invokes @agent-pm-changelog-curator); on…
Run adversarial review on a PM artifact via the pm-critic sub-agent. Dispatches natively on Claude Code with the pm-skills plugin (invokes @agent-pm-critic); on non-Claude clients…
Walk the guided release runbook (6 gates G0/G1/G2/G2.5/G3/G4) via the pm-release-conductor sub-agent.
Run a repo-wide cross-cutting governance audit via the pm-skill-auditor sub-agent. Dispatches natively on Claude Code with the pm-skills plugin (invokes @agent-pm-skill-auditor);…
Guides contributors from a PM skill idea to a complete Skill Implementation Packet aligned with pm-skills conventions.
Applies targeted improvements to an existing pm-skills skill based on feedback, validation reports, or convention changes.
Audits an existing pm-skills skill against structural conventions and quality criteria. Produces a structured validation report with pass/fail checks, severity-graded findings,…
Validates internet access, compares the locally installed pm-skills version against the latest public release, and updates local files with conflict-aware overwrite-or-skip…
UUID generation skill - Universally Unique Identifiers v4 and v7 for entity IDs. For ng-events construction site progress tracking system.