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rag-implementationdavila7Retrieval-Augmented Generation patterns including chunking, embeddings, vector stores, and retrieval optimization Use when: rag, retrieval augmented, vector search, embeddings, semantic search.senior-prompt-engineerdavila7World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, prompt design patterns, few-shot learning, chain-of-thought, and AI evaluation. Includes RAG optimization, agent design, and LLM system architecture. Use when building AI products, optimizing LLM performance, designing agentic systems, or implementing advanced prompting techniques.skill-creation-guidedavila7Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.skill-creatordavila7Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.subagent-driven-developmentdavila7Use when executing implementation plans with independent tasks in the current sessionusing-superpowersdavila7Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questionsworkflow-automationdavila7Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, workflows resume exactly where they left off. This skill covers the platforms (n8n, Temporal, Inngest) and patterns (sequential, parallel, orchestrator-worker) that turn brittle scripts into production-grade automation. Key insight: The platforms make different tradeoffs. n8n optimizes for accessibilityclaude-md-progressive-disclosurerdaymadeOptimizes or restructures CLAUDE.md/AGENTS.md with progressive disclosure and zero information loss. Use when the user asks to optimize, audit, 精简/瘦身/重构, or split instruction files, asks for their best practices (最佳实践), sees Memory files taking a large share of /context, reports rules in instruction files being ignored, or a task starts moving instruction sections. Not for generic task drift unless instruction files are in scope; not for moving memory entries into docs (use claude-code-ops-routeconfiguring-dbt-mcp-serverdbt-labsGenerates MCP server configuration JSON, resolves authentication setup, and validates server connectivity for dbt. Use when setting up, configuring, or troubleshooting the dbt MCP server for AI tools like Claude Desktop, Claude Code, Cursor, or VS Code.agent-orchestration-advisordeanpetersDesign multi-agent AI workflows with clear boundaries, handoffs, and monitoring. Use when a complex PM task should run as parallel specialized agents instead of one linear process.pm-skill-creatordeanpetersDesign a new PM skill through guided conversation. Use when you have raw content or an idea and want to shape it into a compliant skill.agents-best-practicesdenissergeevitchUse this skill when designing, generating an MVP blueprint for, auditing, troubleshooting, refactoring, or explaining an agentic harness for any domain. Covers provider-neutral agent architecture for OpenAI, Anthropic, and OpenAI-compatible APIs: agent loops, tool design, record provenance, interactive presentation, user-memory lifecycles, environment-adaptive tools, speculative tool execution, late-bound capabilities, permissions, system prompts, planning, goals, context compaction, memory, skicli-a2adiegosouzapwInteract with the OmniRoute A2A server from the CLI. Send tasks, inspect skill execution history, and test the JSON-RPC 2.0 agent-to-agent protocol interactively.cli-compressiondiegosouzapwConfigure and test prompt compression from the CLI. Manage RTK filters, Caveman rules, stacked compression modes, and preview compression output with real prompts.cli-contextsdiegosouzapwManage context engineering configurations, RTK filter sets, and conversation sessions from the CLI. Apply context-relay settings and inspect active context pipelines.cli-evaldiegosouzapwCreate and run evaluation suites, watch live benchmark progress, view scorecards, compare model performance, and integrate eval runs with CI workflows from the CLI.cli-mcpdiegosouzapwInspect the MCP server status, list registered tools and scopes, run tool invocations, and manage MCP audit logs from the CLI.omni-agents-a2adiegosouzapwInteract with OmniRoute via JSON-RPC 2.0 agent-to-agent protocol. 6 built-in A2A skills: smart-routing, quota-management, provider-discovery, cost-analysis, health-report, list-capabilities.omni-compressiondiegosouzapwConfigure RTK (command output), Caveman (prose), and stacked compression modes. Manage language packs, custom rules, and test prompt compression reducing tokens by 60–90%.omni-context-rtkdiegosouzapwConfigure RTK filters, context engineering rules, and context relay settings. Test compression with real prompt samples and manage context transformation pipelines.omni-github-skillsdiegosouzapwSearch, score, scan, and import agent skills from GitHub repositories that contain SKILL.md, CLAUDE.md, .cursorrules, and similar agent skill files. Discover community skills across many tool and provider categories, evaluate relevance with heuristic scoring, check for malware or hardcoded secrets, and install into Hermes, Claude Code, Gemini CLI, or OpenCode agent directories.omni-mcpdiegosouzapwConnect to the OmniRoute MCP server (107 tools, 3 transports: SSE/stdio/HTTP). Covers routing, cache, compression, memory, skills, providers, and audit tools across 32 permission scopes.bug-hunt-swarmdimillianParallel read-only multi-agent root-cause investigation for bugs, regressions, crashes, flaky behavior, or unexplained failures. Use when the user asks to investigate a bug, find the root cause, trace a regression, understand why something broke, or wants a ranked diagnosis with the fastest proof path without making code edits.project-skill-auditdimillianAnalyze a project's past Codex sessions, memory files, and existing local skills to recommend the highest-value skills to create or update. Use when a user asks what skills a project needs, wants skill ideas grounded in real project history, wants an audit of current project-local skills, or wants recommendations for updating stale or incomplete skills instead of creating duplicates.find-past-conversationdonnfelkerSearches past Claude Code session transcripts under ~/.claude/projects/ to recover a previous conversation by recalled phrase, error string, or topic. Use when the user says 'search your history for', 'find the conversation about', 'look through your past sessions', 'did I ever finish that work on', 'what did we decide about X last week', 'remind me what came out of that session', or otherwise asks you to recall a prior session. Returns session ID, project, date, and a 2-4 sentence summary; on rcall-claudedotneetCall claude to perform a task.call-codexdotneetCall codex to perform a task.call-cursor-agentdotneetCall cursor-agent to perform a task.prompt-improverdotneetA skill for improving prompts by applying general LLM/agent best practices. When the user provides a prompt, this skill outputs an improved version, identifies missing information, and provides specific improvement points. Use when the user asks to "improve this prompt", "review this prompt", or "make this prompt better".suggest-agent-rulesdotneetSuggest agent rules analyzing the session history and the current repository.read-memoriesduckdbSearch past Claude Code session logs to recall prior decisions, patterns, or unresolved work. Use when user says "do you remember", "what did we do", references past conversations, or you need context from prior sessions.session-handoffentireioUse when the user wants to continue work from one agent in another agent, inspect recent sessions, or summarize a saved session or checkpoint for handoffsession-to-skillentireioUse when the user wants to turn one or more Entire-tracked sessions, checkpoints, or repeated agent workflows into a reusable agent skill.fusionequinorMain Copilot skill gate for the Fusion ecosystem — cross-domain router. USE FOR: routing between different Fusion domains (skills, issues, PRs, reviews) when the right domain skill is unclear; getting install guidance for missing skills. DO NOT USE FOR: skill lifecycle operations (use fusion-skills directly), tasks where a specific Fusion skill is already active.fusion-rule-authorequinorSupport skill providing the workflow, templates, and references for AI coding assistant rule authoring. Invoked by fusion-rules gateway agents — not intended for direct use.ce-handoffeveryincCreate a session handoff for another agent, or resume, find, and read any user-selected continuity source. Use when work or conversation must continue without access to the current session history.ce-retuneeveryincRetune a skill corpus for a new model, measurement-first: mine the run archive for a baseline, establish a noise floor, audit the corpus adversarially, then cut in measured passes until a pre-registered bar clears. Requires a benchmark harness that can A/B two builds of the corpus; refuses without one.service-itsm-agentic-setup-agentforce-coordinateforcedotcomOrchestrator for setting up Agentforce in Salesforce Service Cloud ITSM — Agentforce Studio enablement, the IT Service Fulfiller agent, the IT Service Employee agent, specialized employee agents, and human escalation. Use when the user asks to set up Agentforce for ITSM, enable Studio and the Fulfiller/Employee agents together, configure employee-agent escalation, wants a guided Agentforce ITSM walkthrough, or asks what Agentforce features are available for IT Service. Presents available Agentfoservice-itsm-agentic-setup-agentforce-studio-validateforcedotcomValidate the Agentforce for IT Service prerequisites for a Fulfiller or Employee agent, using the Salesforce CLI (sf). The READ-ONLY prerequisite check: it reads the Salesforce Go feature toggles behind the Agentforce for IT Service setup page (Agentforce Studio, the IT Service Fulfiller Template / IT Service Employee Template, Specialized Agent Templates for Employee) via one Connect API call, then a helper script classifies the chosen path into a READY / NOT-READY verdict. It never enables anyservice-itsm-agentic-setup-employee-agent-configureforcedotcomCreate and activate an IT Service Employee agent as a Next-Gen Authoring (NGA) native agent from an ITSM Employee agent template's Agent Script, via the Salesforce CLI (sf): read the template, check idempotency, create the NGA bundle then publish and activate, verify live. Defaults to the broad IT Service Employee template; when the user names a specialized Employee template (Password Manager Assistance, Certificate Management, Onboarding, Hardware Request, and ~47 others catalogued in referenceservice-itsm-agentic-setup-fulfiller-agent-configureforcedotcomCreate and activate the IT Service Fulfiller agent as a Next-Gen Authoring (NGA) native agent from the shipped ITSM Fulfiller template's Agent Script, using the Salesforce CLI (sf): read the template, check idempotency, create the NGA bundle then publish and activate it, then verify it is live. Idempotent per developer name. The Fulfiller agent is the IT-technician-facing assistant for incident triage, case summarization, field updates, and related-record automations. Use when asked to create thfind-skillsfreestyleflyHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.skill-creatorfreestyleflyGuide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.improve-systemgasseraneUse when Ane types /improve-system, asks to "mine recent sessions", "what is the system getting wrong", "improvement loop", "trend the rejection rate" — or asks "where are my tokens going", "token audit", "why was that session expensive" (spend-audit mode) — or when the SessionStart maintenance nudge reports improve-system due (14-day cadence). Mines the QA logs and session history for recurring correction patterns, proposes system edits, and audits where token spend goes. Not for one-off bug fivigasseraneVi — HR Specialist and Execution Orchestrator for MEL/SRHR work. Receives an approved plan from Ann (or directly from Ane), designs the specialist roster, spawns specialists as subagents, reviews their outputs, compiles the final product, and returns it. General-purpose — invoked by Ann via Agent tool, or directly by Ane when a plan is already approved.skill-from-githubgbsossCreate skills by learning from high-quality GitHub projectsskill-from-mastersgbsoss通过真实案例创建高质量skill。先找黄金案例和失败案例，归纳什么有效什么无效，再用理论解释为什么。skill是干活的，要从实践中学习，不是从书本中学习。触发词："帮我创建一个skill"、"我想做一个skill来...developing-genkit-dartgenkit-aiGenerates code and provides documentation for the Genkit Dart SDK. Use when the user asks to build AI agents in Dart, use Genkit flows, or integrate LLMs into Dart/Flutter applications.developing-genkit-gogenkit-aiDevelop AI-powered applications using Genkit in Go. Use when the user asks to build AI features, agents, flows, or tools in Go using Genkit, or when working with Genkit Go code involving generation, prompts, streaming, tool calling, or model providers.developing-genkit-pythongenkit-aiDevelop AI-powered applications using Genkit in Python. Use when the user asks about Genkit, AI agents, flows, or tools in Python, or when encountering Genkit errors, import issues, or API problems.