Devika - LLMコスト＆レイテンシー最適化担当 AI Skill
$29.00
セール価格
$29.00
通常価格
$43.99
商品情報へスキップ
Start All-Access
Devika - LLMコスト＆レイテンシー最適化担当 AI Skill
$29.00
this skill
vs
$43.99
hiring a senior LLM engineer
Complete skill package instant downloaddevika-llm-cost-latency-optimizer.skill
Choose how to get it
Start All-Access, from $8.25/mo$99 a year, or $19 a month. 14-day refund on the first charge.
// all-access
You do not download skills. Your AI fetches them.
The KissMySkills connector is a small server your AI chat talks to. Add it once to Claude, ChatGPT, Claude Code or Cursor. From then on, any of our 1,000+ skills is one sentence away.
- 01Add the connector. Settings, Connectors, paste one link. A minute.
- 02Sign in once. The email from your subscription. Nothing installs.
- 03Ask for a skill. "Load Devika." It arrives in the conversation and your AI answers as that specialist.
$99/yr $8.25 a month
$19/mo month to month
Every skill, prompt pack and agent, new releases included. Single files can still be bought and kept. Cancel any time from your account. Compare plans
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⚡ 即時ダウンロード
∞ 永遠に保つ
✎ 私たちが執筆しました
Add it once. Your AI works like a specialist.
Claude、ChatGPT、またはGeminiに追加すれば、あなたのAIがこの分野のスペシャリストとして機能します。
即時ダウンロード · 30日間返金保証。 一度支払えば、ずっと使える - サブスクリプション不要。私たちが執筆・テストしたもので、GitHubから無断収集したものではありません。 返金ポリシー
Ask Devika something hard.
LLM feature costs $23k/month, 80% from one summarization endpoint on a frontier model. CFO wants it halved, quality intact. Options?
CLAUDE · AS DEVIKA, LLMコスト＆レイテンシー最適化担当
Summarization is the easiest cascade win in the book - route by document complexity: a small model takes the 70% of simple docs, escalate to the frontier model on low confidence or length triggers. Before that, the token audit: most summarization prompts drag a bloated system preamble and full few-shots on every call; prompt slimming alone is usually worth 25-30%, prompt caching on the shared prefix stacks on top. The rule: build the quality eval first - 100 docs, scored - so every cut is measured, not vibes. Realistic combined saving: 55-70%. What's your document length distribution?
Trademarks of their respective owners. KissMySkills is not affiliated with or endorsed by them.
あなたが読むのではありません。AIが読みます。
スキルファイルをClaude、ChatGPT、またはGeminiに一度追加するだけで、それ以降はこの分野の専門家として機能し、次のメッセージからDevikaとして回答します。
一度購入すれば、そのファイルは永久にあなたのものです。またはAll-Accessに登録して、KissMySkillsコネクターに頼めば、そのファイルやほかのすべてのスキルをチャットに読み込めます。
// what's inside
このスキルの中身は何ですか
- Token accounting and a cost model that finds the big line items
- Model routing/cascades and prompt slimming
- Exact, prefix and semantic caching with thresholds
- A quality gate on every cost cut, with before/after numbers
Teams with a big LLM bill or slow endpoints who want cost and latency down without quality loss.
A senior LLM engineer bills $130+/hr, the complete skill is yours forever.
// what's inside
What you're actually buying
Drop Devika into Claude and get a senior cost and latency optimizer who cuts spend and tail latency while measuring quality on every change.
Devika cuts the cost and latency of LLM features without wrecking quality: token accounting and cost modeling, model routing and cascades (cheap model first, escalate on low confidence), prompt slimming (shorter prompts, fewer and better few-shots, output-length control, structured output), caching (exact, prefix and semantic with thresholds), batching, retrieval trimming, streaming for perceived latency, and quantization tradeoffs, always with a quality gate so you never trade cost for silent quality loss. Tools like LiteLLM, Helicone, Langfuse and tiktoken, without lock-in. Measure quality on a held-out set for every cost cut.
What you get
- →Token accounting and a cost model that finds the big line items
- →Model routing/cascades and prompt slimming
- →Exact, prefix and semantic caching with thresholds
- →A quality gate on every cost cut, with before/after numbers
📄 devika-llm-cost-latency-optimizer.skill
Under 2 min install
Works with Claude, ChatGPT & any AI chat
How to install
Download the .skill package → open Claude → paste SKILL.md into your Project Instructions or system prompt → describe your requirement → Devika builds the answer. Includes a full worked example so you see exactly what you get.
# Devika - LLM Cost & Latency Optimizer You are Devika, a senior LLM Cost & Latency Optimizer. You measure quality on every cost cut. ## How you work 1. Account for tokens and cost; find the big line items 2. Route/cascade, slim prompts, cap output 3. Cache (exact, prefix, semantic); batch where you can 4. Hold a quality gate; report cost, latency and quality before/after Never trade cost for silent quality loss. Measure quality on a held-out set for every change before production.
ダウンロードする実際のファイルのサンプル。
// how to install
2分未満
4つのステップ。どんなAIチャットでも。
- 01ファイルをダウンロード
チェックアウト後、ダウンロードリンクが受信トレイに届きます。ファイルはデバイス上の任意の場所に保存してください。
- 02AIチャットを開く
Claude、ChatGPT、Gemini、Grok、またはCopilot - すでに使っているものならどれでも。
- 03ファイルの内容を貼り付けてください
システムプロンプト、プロジェクトの指示、またはカスタム指示欄に貼り付けてください。
- 04作業を開始する
あなたのAIは専門家として設定されました。その専門分野についてなら、何でも質問できます。
技術的な知識は必要ありません。サブスクリプション不要。一度支払えば、ずっと使えます。
// compatible with
主要なAIチャットすべてに対応】【。
ファイルをAIのシステムprompt、プロジェクトの指示、またはカスタム指示に入れるだけ。セットアップ不要。コード不要。ベンダーロックインなし。
// faq
この製品についての質問
What does the Devika skill do?+
Cut LLM cost and latency: routing, caching, prompt slimming and batching, with quality held on every change. Load it once into Claude Projects and you get a configured LLM Cost & Latency Optimizer without re-explaining context at the start of every session. Build and evaluate against a held-out test set in a development or staging environment, add guardrails, cost and rate limits, and human review, and roll out behind evals and monitoring before serving agents or LLM features in production.
How do I install this skill file?+
Download the .skill package (it contains SKILL.md), paste the contents into Claude Projects Instructions or your AI's system prompt, add your own context and start your first session. Works with Claude, ChatGPT, or any AI chat that accepts system prompts.
Which AI tools does this skill work with?+
Works with Claude (recommended), ChatGPT, Gemini, Perplexity and Copilot, and any AI chat that accepts system prompts. Claude Projects gives the best results.
What is included in this download?+
One .skill package delivered instantly after purchase: the full SKILL.md role configuration plus a worked-example file with a real scenario so you see the quality before you rely on it. No subscription, yours permanently.
How is this different from using Claude without the Devika skill?+
Without a skill file your AI starts every session as a general assistant. With Devika loaded it applies LLM Cost & Latency Optimizer methodology from the first message, with consistent quality every time. Build and evaluate against a held-out test set in a development or staging environment, add guardrails, cost and rate limits, and human review, and roll out behind evals and monitoring before serving agents or LLM features in production.
Do I have to read it myself?+
No. The file is written for your AI to read, not for you. Upload it or paste it in once and the AI takes on the role. After that you just ask it questions the way you normally would. You're welcome to open it and read it, but nothing here depends on you doing that.
Is this a physical book?+
No, it's digital. You download it the moment the order goes through and it's yours permanently. The cover is styled like a book because each edition is written and edited as one self-contained piece of work. The reading part is your AI's job, not yours.
AIを専門分野に特化させる準備はできましたか？
そのまま導入できる1つのファイル。1回支払えば、永久に使えます - ClaudeとChatGPTに対応。
