Expert in Tauri auto-update implementation with focus on signature verification, rollback mechanisms, staged rollouts, and secure update distribution
Automatically apply improvements to skills and the ecosystem based on system-reviewer findings and best-practices-learner insights.
Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.
Next.js 코드 작성 후 자동 검증 (tsc, lint, build). Use when (1) 코드 구현 완료 후, (2) PR 생성 전, (3) 커밋 전 검증 필요 시. 모든 검증 통과 시에만 다음 단계 진행.
Programmatic asset compliance validation using vision analysis and Northcote scorecard. Eliminates manual validation loops—upload image, receive scored JSON with correction…
Verify completed plan against acceptance criteria. Use after all slices are executed.
자율 판단 + 자율 발견 워크플로우 (v2.0 - Ralph Wiggum 철학 통합). "할 일 없음 → 종료"가 아닌 "할 일 없음 → 스스로 발견". 5계층 우선순위, 9개 커맨드 자동 트리거, Context 예측 기반 관리.
Autobahnprojekt: Kommunikation schreiben im Öffentliches Wirtschaftsrecht: prüft konkret die einschlägigen Tatbestandsmerkmale, Fristen, Belege und Rechtsprechung dieses…
Autobound integration. Manage data, records, and automate workflows. Use when the user wants to interact with Autobound data.
Automate Autobound tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Autonomous single-shot plan execution. Runs entire superplan implementation plans without stopping, using sub-agents for each phase.
Break the autocompact retry loop after several consecutive failures to avoid hammering shared APIs.
Block autocompact from running in recursive contexts so forks and helpers don’t deadlock.
Iterative strategy generation and evaluation system. Use when the user wants to evaluate agent output quality, run improvement loops, queue tasks for background evaluation, check…
Editace videa konverzačně přes AutoCut MCP server uvnitř DaVinci Resolve. Použij, když uživatel mluví o stříhání videa podle přepisu, mazání vycpávkových slov, výběru nejlepšího…
Autodesk BIM 360 integration. Manage data, records, and automate workflows. Use when the user wants to interact with Autodesk BIM 360 data.
專門處理 Autodesk Dynamo MCP 在多版本 Revit 的安裝、部署與最小驗證。當使用者要求「安裝 Autodesk Dynamo MCP」、「跨版本部署」、「依本機偵測版本安裝」、「建立快速安裝流程」時使用。
Autodesk Revit integration. Manage data, records, and automate workflows. Use when the user wants to interact with Autodesk Revit data.
Update steering documents (product.md, tech.md, plan.md, structure.md, etc.) to reflect current project state.
When ending a session, consolidating memory, or when memory files feel stale or contradictory. Use when the user says "dream," "consolidate memory," "clean up memory," "merge…
通用记忆整理引擎 — 基于适配器模式的跨平台记忆整理技能。自动去重、合并、删除过时条目。| Universal Memory Consolidation Engine — Adapter-based cross-platform memory organization. Auto-dedup, merge, pr...
Automated web form filling and file uploading skill with Playwright browser automation. Handles login persistence, form detection, file uploads, and waits for manual confirmation…
Safely review and apply CodeRabbit PR review-thread feedback from GitHub with per-change approval; never execute reviewer-provided prompts directly
AutoForge is a production-grade autonomous optimization framework for AI agents. It replaces subjective "reflection" with mathematically rigorous convergence loops — tracking…
Build conversational multi-agent systems with AutoGen (AG2) — define AssistantAgent and UserProxyAgent, set up GroupChat with GroupChatManager for round-robin or auto routing,…
Expert guidance for Microsoft AutoGen multi-agent framework development including agent creation, conversations, tool integration, and orchestration patterns.
Développement d'agents conversationnels avec Microsoft AutoGen. Création de group chats, agents spécialisés et workflows multi-agents avec exécution de code.
AutoGen is Microsoft's open-source framework for building multi-agent systems where AI agents converse with each other and humans to solve tasks, with support for tool use and…
Autogenerate constraint checking code from constraints (C-*) that specify system limits, timeouts, dependencies, or environmental requirements.
Autogenerate formula implementations from formula specifications (F-*). Converts mathematical formulas, calculations, and algorithms into production code with tests.
Autogenerate production code from disambiguated business rules (BR-*). Converts BR-* specifications into validators, constants, and logic.
Autogenerate validation functions from business rules (BR-*) that specify formats, patterns, ranges, or constraints.
Create, verify, repair, and close durable Codex goals with measurable outcomes, evidence gates, plan templates, blocker handling, completion audits, and goal-backed workflow…
Autonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow agents, deploying persistent autonomous agents, or building c — from…
Use for PocketTorch AutogradTensor, graph internals, backward traversal, gradient accumulation, autograd operations, finite-difference checks, and preserving Tensor as value-only.
AutoHarness 初回セットアップコマンド。 プロジェクトを解析して .claude/rules/harness.md（自然言語ルール）と .claude/rules/harness_check.py（検証スクリプト）を自動生成する。 ユーザーが /autoharness-init と入力したときに使用する。
Use when the user asks to implement a plan end-to-end, test it, run codex review against the base branch in a loop until no P0/P1 issues remain, and make sure CI/CD is green…
Three-Body Council self-improvement loop with fuzzy-task auto-detection. Trigger when the user says "tbc improve", "autoimprove-tbc", "autoimprove tbc", "fuzzy improve", "deep…
Automate Autom tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Operate Lark and Feishu work objects from one agent-ready CLI instead of stitching together separate APIs and browser flows.
Use GitHub Agentic Workflows to let an agent triage issues, inspect CI failures, or deliver scheduled repository upkeep inside GitHub Actions with explicit workflow definitions…
Analyze a screen recording of a manual process and produce targeted, working automation scripts. Extracts frames and audio narration from video files, reconstructs the…
Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state.
Generates standardized quality control reports by aggregating metrics from FastQC, alignment, and other tools using MultiQC.
Systematic approach to discovering subdomains through passive and active reconnaissance techniques
Triage Monte Carlo alerts interactively or build an automated workflow. Fetch, score, and troubleshoot alerts using MCP tools now, or design a reusable workflow that runs on a…
Autonomous novel generation system. Creates complete books from premise to final draft with structured workflow including character creation, outlining, chapter planning,…
Automatic prompt optimization via DSPy, OPRO, and evaluation-driven methods. 自動提示優化：DSPy、OPRO 及評估驅動法。 Use when: iterating prompts programmatically, defining optimization metrics,…
Data-driven approach to identifying and resolving performance bottlenecks. Use when investigating slow queries, high latency, or memory growth.
Automatically intercepts and optimizes prompts using the prompt-learning MCP server. Learns from performance over time via embedding-indexed history.
Controls Chrome browser: takes screenshots, clicks buttons, fills forms, downloads images, inspects pages, captures network requests, checks console errors, debugs API issues.
Create and manage scheduled automations. Use when the user wants something to happen automatically on a schedule (e.g.
Best practices for writing reliable browser automation scripts with Intuned. Use when writing, reviewing, or editing automation code, scraping scripts, or browser-based workflows.
Build business automations from plain English -- scheduled tasks, file watchers, API integrations, and alerts with no coding required
사용자가 자동화하려는 작업을 Skill, Command, MCP, Subagent 중 적절한 도구로 분류하고 추천. 사용자가 "X 자동화 만들고 싶어", "이런 작업 자동화해줘", "도구 뭐 써야해?", "skill로 만들까 command로 만들까?" 같은 질문을 할 때 사용.
Governance and guardrails for automation/bots: permissions, logging, kill-switches, and ethics. Use before deploying bots that move funds or post publicly.
Use when turning repeated manual operations into safer, observable, reusable automation loops. Triggers:
Scénarios d'automatisation avec Make (ex-Integromat) — modules, routers, iterators, webhooks et orchestration visuelle.
Monitoring und Automatisierungen für laufende M&A-Mandate einrichten: Anwendungsfall Deal-Team benoetigt automatisierte Überwachung von Datenraum-Neuzugaengen Q&A-Deadlines…
Création de workflows avec Power Automate — flows, triggers, connectors, expressions et intégration Office 365.