Extracts what the user actually wants instead of what they think they should want. Achieves this through one-question-at-a-time interview until ~95% confidence about the — from…
Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting.
Optimizes application performance. Use when performance requirements exist, when you suspect performance regressions, or when Core Web Vitals or load times need improveme — from…
Breaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks.
Prepares production launches. Use when preparing to deploy to production. Use when you need a pre-launch checklist, when setting up monitoring, when planning a staged rol — from…
Grounds every implementation decision in official documentation. Use when you want authoritative, source-cited code free from outdated patterns.
Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet.
Discovers and invokes agent skills. Use when starting a session or when you need to discover which skill applies to the current task.
Discovers and invokes agent skills. Use when starting a session or when you need to discover which skill applies to the current task.
Review an Italian company's organizational, administrative and accounting arrangements, distinguish policies from actual operation, and prepare sourced findings, proportionate…
How to contribute to the adeptability (adept) Go CLI — build, the required pre-PR gates, conventional commits, and where things live.
Capture a durable lesson, correction, or convention from this session as a reusable adept skill, then sync it to every harness.
How to write tests in the adept Go codebase — table-driven tests with testify, golden fixtures under testdata/, the cmd/adept e2e harness, temp-dir/HOME isolation, and coverage…
Comprehensive Azure Data Factory validation rules, activity nesting limitations, linked service requirements, and edge-case handling guidance
Manage, troubleshoot, configure, analyze, and review AdGuard Home DNS server. Use when working with AdGuard Home, DNS blocking, ad blocking, network-wide filtering, DNS q — from…
Manage, troubleshoot, configure, analyze, and review AdGuard Home DNS server. Use when working with AdGuard Home, DNS blocking, ad blocking, network-wide filtering, DNS q — from…
Adhaesion: Formular, Portal und Einreichungslogik: Adhaesion: Formular, Portal und Einreichungslogik.
Adhaesionsverfahren § 403 StPO im Strafverfahren vorbereiten: Anwendungsfall Opfer will im Strafverfahren gleichzeitig Schmerzensgeld oder Schadensersatz geltend machen o — from…
Adhaesionsantrag des Verletzten im Strafverfahren (Paragrafen 403 bis 406c StPO), Pruefung der Zulaessigkeit und Eignung zur Mitverhandlung, Abtrennung nach Paragraf 406 Abs.
ADHD-optimized accountability for task tracking, abandonment detection, and interventions. Use when tracking tasks, detecting context switches, or providing accountabilit — from…
ADHD-optimized accountability for task tracking, abandonment detection, and interventions. Use when tracking tasks, detecting context switches, or providing accountabilit — from…
Break down personal tasks into 15-30 minute ADHD-friendly steps using Pomodoro, done criteria, and focus locks. Scope: technical coding tasks, real-world tasks (projects, events).
Punk-style ADHD body doubling for founders. Focus sessions, dopamine menu, emergency reset protocol. Use when user says "body double", "focus session", "I'm stuck", "can't start",…
Use for personal adult ADHD-friendly Codex workflows: broad, ambiguous, multi-step, interruptible, context-heavy, review-heavy, or parallel-agent coding tasks needing visible…
ADHD-optimized task tracking and intervention system. Use when tracking tasks, detecting context switches, providing accountability interventions, or managing ADHD-specific…
ADHD-optimized task tracking with abandonment detection, intervention strategies, and completion accountability
Identifies missed sessions or inconsistency and proposes plan reshuffles with motivational nudges.
Use when a task needs the judgment of an Adhesive Bonding Machine Operator — distinguishing an open-time violation from a pot-life check, controlling bond line thickness with…
How to conduct ad-hoc analyses: gather data from multiple sources, synthesize findings, save reusable analysis artifacts that anyone can re-run for fresh results.
Workflow for the rest of tasks: lightweight documentation, build, track, synchronize, etc.
使用 Adinfo 进行 Active Directory 信息收集。当获得域用户凭据后需要快速收集域环境信息时使用。Adinfo 是一个快速 AD 信息收集工具，一条命令输出域控列表、域管用户、信任关系、GPO、SPN、委派配置等关键信息——比手动 LDAP 查询快得多。发现域环境后第一步信息收集使用此技能
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that — from…
Use when immediately after calling squidpy.gr.spatial_neighbors() or similar spatial graph construction methods on an AnnData object.
Requirements for creating or revising adjective entries in je-dict-1. Covers forms, conjugations, predicate vs modifier usage, and similar word distinctions.
Produce reviewable adjective annotations/list with validation, safety checks, and structured output. Use when a teacher, tutor, or language learner needs this bounded workflow and…
Adjust or rewrite behandeling (treatment) content pages for the Nuxt Content site. Use when a user provides new copy or asks to update `content/behandelingen/*.md`, including…
拉取 Adjust Report API 数据并生成归因分析洞见。支持 SKAN（iOS）和标准指标（Android）， 按渠道、Campaign、日期维度展示安装和事件漏斗，自动计算转化率并给出优化建议。 当用户提到 Adjust 数据、SKAN 数据、归因分析、渠道漏斗、广告投放效果、 iOS/Android 安装和转化数据时使用此…
Use when proving, rejecting, or deleting backend adjustment registry entries with real LLM evidence and independent disabled-adjustment worktrees.
Workflow patterns and gotchas for Google Agent Development Kit. Directs to RAG for implementation.
Build production-ready AI agents using Google's Agent Development Kit with Claude integration, React patterns, multi-agent orchestration, and comprehensive tool libraries
Diagnose và fix các vấn đề liên quan đến Google ADK agents, tools, session state, multi-agent communication trong dự án MemRAG.
Comprehensive guide to building, orchestrating, and deploying agents with the Google Agent Development Kit (ADK).
ADK 框架适配层。为 LangChain / EINO / AutoGen / AgentScope / CrewAI 提供框架特定的 代码模板、惯用模式、API 映射和项目结构，供 agent-dev-workshop Phase 5 代码生成使用。 每个框架 reference 文件标注 verified_date 用于版本锁定。
Guidelines for building frontend applications that integrate with Botpress ADK bots - covering authentication, type generation, client setup, and calling bot actions
Use for any git operation (commit, push, pull, rebase, branch, PR, cherry-pick, etc.). Provides commit message format and conventions.
Build RAG (Retrieval-Augmented Generation) agents with Google ADK and Vertex AI RAG Engine. Use when implementing document Q&A, knowledge base search, or citation-backed — from…
Build RAG (Retrieval-Augmented Generation) agents with Google ADK and Vertex AI RAG Engine. Use when implementing document Q&A, knowledge base search, or citation-backed — from…
Reviews all local changes in the repository for errors, styling compliance, unintended outcomes, and necessary documentation/test/sample updates.
Route software work through the Agentic Development Lifecycle in Pi. Use when the user asks to apply ADLC, operate in ADLC, triage work, or choose the next ADLC gate.
Initialize or refresh ADLC for Cursor. Use for first-time setup, bootstrap `.adlc/`, or repair missing runtime config. Marketplace → CLI → init → CI.
Record ADLC P5 review evidence and P6 acceptance packet workflows in Pi. Use after skeptical review to record verified findings, dry-pass evidence, and behavior acceptance…
Ad intelligence & app analytics assistant. Search ad creatives, analyze apps, view rankings, track downloads/revenue, and get market insights.
AdMapix 原始数据层基础客户端（免费版）。覆盖广告创意搜索、应用详情查询、商店榜单查询三大基础端点类别. 作为薄客户端透传 API 返回的原始结构化 JSON，不分析、不总结、不排序、不生成页面. 支持 X-API-Key 认证、page_size 上限 10 自动钳制、filter-options 元数据发现.
广告创意素材搜索助手。通过 api.admapix.com 搜索竞品广告素材。触发关键词：找素材、搜广告、广告视频、创意素材、竞品广告、ad creative、search ads、find creatives、competitor ads、ad spy。
Analyze data with `adme-property-predictor` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.
ADMET (Absorption, Distribution, Metabolism, Excretion, Toxicity) prediction for drug candidates. Use for assessing drug-likeness, PK properties, and safety risks early in drug…
จัดการเอกสารธุรกิจและกฎหมายสำหรับ SME ไทย | Admin and legal document management for Thai SMEs
Institutional light-mode admin aesthetic: white card surfaces on a cool #f6f8fb page, deep-navy sidebar (#0f2057) with teal accent (#14b8a6 / #5eead4), navy-600 (#2563eb) as the…
Split-pane admin aesthetic: deep-navy canvas (#0f1419), indigo accent (#6366f1) for actives and agent chrome, pink (#ec4899) for avatar and notification dots, subtle card surfaces…
Kuroco管理API（admin_api）をCLI（kuroco-admin）で操作するスキル。 Bashツールからコマンド一発でAPI実行・探索・スキーマ取得が可能。 使用キーワード：「admin_api」「管理API」「管理APIゲートウェイ」 「admin API」「management API」「CLIでAPI実行」…