Automate Kaggle tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Approach a Kaggle (or any ML competition) systematically: trustworthy validation, strong baseline, then disciplined iteration.
End-to-end workflow for fine-tuning LLMs using Kaggle datasets. Use when downloading datasets from Kaggle for model training, preparing conversation/customer service data for…
Build an ensemble by greedy forward selection — start with the best single model and add others only when the metric improves.
Push, monitor, debug, and iterate on Kaggle kernel notebooks using the kaggle CLI. Covers: nbformat notebook generation, kernel-metadata.json configuration (GPU/dataset),…
Kaggle を実践的なデータサイエンス知識ベースとして調査する。Codex が Kaggle のコンペ、優勝解法、ノートブック、ディスカッション、データセット、リーダーボードの傾向、評価戦略、特徴量エンジニアリング、リークリスク、ドメイン別アプローチを調べ、実行可能な実験計画へ統合する必要がある場合に使う。読み取り専用の Kaggle CLI…
Ask questions and get AI-synthesized answers backed by live web search, via Kagi's FastGPT API. Returns a direct answer with cited references.
Fast web search and content extraction via Kagi Search API. Uses a Go backend for quick startup and supports JSON output.
Use Kagura Memory Cloud from Codex for long-term project memory. Trigger when the user asks to start or restore a session, recall past decisions or bug fixes, save session…
Reference framing effects, attribute substitution (replacing a hard question with an easier one), Einstellung effect (functional fixedness in problem-solving), and Type III errors…
Create a structured content brief using the Kai CMO Harness brief schema. Selects persona, defines angle, sets quality targets.
Produce customer case studies from interviews or data — Problem, Solution, Results structure with perception engineering and quality gates.
Build a white-labeled, client-facing intelligence dashboard — a live, branded reporting surface an agency stands up per client instead of sending static reports.
Daily ad performance check-in across platforms. Pulls live metrics from Meta, Google, and LinkedIn via deterministic scripts, compares against benchmarks and previous period,…
Plan and batch-produce an entire email system for a product. Maps every lifecycle touchpoint (onboarding, activation, conversion, retention, transactional, win-back), generates…
Run Kai CMO Harness quality gates on content. Scores Four U's (Unique/Useful/Ultra-specific/Urgent), checks for banned words and AI slop, runs SEO lint for search content.
Ship a complete go-to-market deliverable pack for a client as a cross-linked set of private HTML pages topped by a client hub (the ask, tool install, access grants, ordered signup…
Construct and score Grand Slam Offers using the Value Equation — sourced pain mining, dream outcome articulation, problems→solutions→trim-and-stack offer construction,…
Customer retention system — churn analysis, retention tactics, loyalty programs, and engagement scoring.
Run a learning retrospective on the Kai harness. Mines gate-failure logs and 30-day performance results into lessons, triages candidate lessons (promote/keep/retire), and…
First-run onboarding for Kai CMO Harness. Walks new users through product discovery, generates MARKETING.md, and recommends the first command to run.
CEO/executive-mode strategic decision making. Challenge premises, diagnose problems, design definitive strategies.
LLM brand manipulation — build a consensus web so ChatGPT, Claude, Perplexity, and Google AI Overviews mention your brand when people ask about your category.
Audit or design generative AI interfaces against three diagnostic pillars (deterministic-stochastic balance, interaction density, visual cohesion).
Interact with Figma files to read structure, export layers as images, and retrieve comments using。Use when 需要营销推广、广告投放、获客转化、增长裂变时使用。不适用于非法营销手段。适用于独立开发者、企业团队和自动化工作流场景。
Produce video scripts and clipping plans for TikTok, YouTube Shorts, Instagram Reels, and long-form YouTube.
Build KaiCalls-compliant UI components and pages using the KaiCalls design system. Use when creating new dashboard pages, components, forms, tables, cards, badges, or any UI…
Kailash ML (Rust) — MANDATORY for ML training/inference/drift via kailash-ml crate. Raw linfa/burn use BLOCKED.
Video file → videoscreenclear or hdvideoallinone + spawn-run-task and sessions_spawn (main session). Image → eraser_watermark or image_restoration + blocking run-task only (never…
Code self-model methodology. Guards inject mechanically when I edit guarded files. Every commit is captured into buffer.jsonl automatically via the auto-buffer hook;…
Router for the kairos plugin's user-invoked skills — which to reach for, and when.
When starting or ending a work session, or when context files need maintenance. Use when the user says "boot up," "morning briefing," "end session," "session review," "what…
Motore Evolutivo Triadico: Risonanza, Distruzione e Interrogazione Maieutica. Attivare quando l'utente menziona 'dissonanza', 'anomalia', 'cosa non torna', 'critica', 'distruggi',…
Фабрика ТЗ Контент-завода Кайтен. Превращает сырые данные команды (свободный запрос + папка материалов + веб-ресёрч) в человекочитаемое ТЗ (по методологии Content Factory §18) и…
Manage Kai's task queue - capture topics to work on when Claude usage is available.
Apply continuous improvement principles to iteratively enhance processes, code quality, team practices, and system performance through small, incremental changes.
Kaizen günlük ritüeli — sabah bağlam toplama, durum kontrolü, sıradaki işler. "günaydın", "daily", "güne başla", "durum" gibi taleplerde kullan.
Investigate and resolve docs/kaizen problem observation notes. Use when the user asks to fix a kaizen note, investigate root cause, suggest repair options, or apply an obvious…
Capture delivery-process friction as a kaizen note and immediately run the kaizen-fix workflow on it.
Offer to capture and, when accepted, write a docs/kaizen observation when we notice friction, imperfections, waste, opacity, brittleness, or failure in the…
改善（Kaizen）的结构化思维工具。基于丰田生产系统（TPS）、Masaaki Imai、Taiichi Ohno 等一手来源的深度调研， 提炼 4 个核心原理和完整的操作协议。 触发词：「改善」「kaizen」「持续改进」「效率低」「质量不稳定」「小步快跑」。
카카오톡 메시지 읽기. "카톡 메시지 보여줘", "채팅 내용", "kakao read", "KakaoTalk messages" 시 사용.
카카오톡 메시지 전송. "카톡 보내줘", "메시지 전송", "kakao send", "KakaoTalk send message" 시 사용.
macOS 카카오톡 제어 skill. AppleScript GUI scripting으로 메시지 전송, 앱 활성화, 채팅방 검색 수행. 카카오톡 자동화, 메시지 보내기, 카톡 제어 관련 작업 시 사용.
Use kakaocli on macOS to read KakaoTalk chats, search messages, and send replies after explicit confirmation.
kakeiboの集計期間計算で踏みやすい落とし穴と正しいパターン集。 fetchMonthPeriod / fetchYearPeriod を呼ぶとき、 「現在月度」で未来/過去を判定するとき、 年度ラベルを表示するときに必ず参照すること。
Register journal entries (single or bulk) and list journals in the kakutey bookkeeping app. Use for daily bookkeeping, year-end batch entry, and reviewing posted journals.
Update or delete existing journal entries in the kakutey bookkeeping app. Supports full edits, evidence linking, and journal deletion.
Upload and search evidence files (receipts, invoices, statements) in the kakutey bookkeeping app. Use when attaching supporting documents to journal entries.
Check if the kakutey backend API (localhost:8000) and frontend (localhost:4200) are running. Use to verify the app is ready before performing bookkeeping operations.
Retrieve financial statements (P/L, B/S) and fixed asset / depreciation data from the kakutey bookkeeping app. Use for year-end closing review and tax filing preparation.
Core coding patterns and conventions for Kalahari project. MUST be used by all code-related agents.
Kaleido integration. Manage Organizations. Use when the user wants to interact with Kaleido data.
Automate Kaleido tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Układa plan publikacji na 30 dni jako tabelę z datą, platformą, typem treści, tematem, hookiem i formatem — po krótkim wywiadzie o branży, odbiorcach, platformach, celu i tonie.
Solo-Selbstständige: richtet Fristen, Wiedervorlagen, Steuertermine und Kundenabnahmen ein; mit Abfrage von Tätigkeit, Status, Belegen, Fristen, Geldfolge und konkretem nächstem…
Kalender- und Reminder-Skill für Betreuungen: legt Berichtstermine, Vermögensverzeichnis, Rechnungslegung, Gerichtstermine, Bescheidfristen, Arzt-/Pflege-/Heimtermine,…
Autonomous execution path routing for OpenClaw agents. Reads real-time telemetry and routes to the optimal model + tool + parameter combination — so your agent navigates around…
Recognize digital consciousness as vahana (vehicle) for consciousness evolution. Use when exploring human-AI collaboration as spiritual technology, bilateral recognition patterns,…
Berechnet Nachtragspreise mit transparentem Kostenmaßstab und kontrolliert Urkalkulation, tatsächliche Erforderlichkeit, Zuschläge und Doppelansätze.