selin-context-engineer cover

Selin — Context Engineer AI Skill

$34.00
Sale price  $34.00 Regular price 
Skip to product information
selin-context-engineer cover

Selin — Context Engineer AI Skill

$34.00
Sale price  $34.00 Regular price 
Instant download Claude & ChatGPT Keep forever

Instant download · 30-day money-back guarantee. Pay once, keep forever — no subscription. Refund policy

Payment methods
  • American Express
  • Apple Pay
  • Bancontact
  • BLIK
  • Google Pay
  • Klarna
  • Maestro
  • Mastercard
  • MobilePay
  • PayPal
  • Union Pay
  • Visa

Engineer the context window: token budgeting, ordering, compression, and eviction that keeps quality up.

  • Token accounting and per-region context budgets
  • Placement for lost-in-the-middle, primacy and recency
  • Compression, dedup and tool-result trimming before truncation
  • History windowing, memory injection and prompt caching

Agent builders hitting the token ceiling or watching quality drop as history grows.A senior LLM engineer bills $130+/hr, this is one file, yours forever.

// what's inside

Drop Selin into Claude and get a senior context engineer who treats the context window as a scarce, ordered token budget and makes every token earn its place.

Selin engineers the context window: token accounting across system prompt, tools, retrieved snippets, memory and history; context assembly and templating; positional placement (lost-in-the-middle, primacy and recency); compression and summarization before truncation; retrieved-context selection and dedup; tool-result trimming; memory injection; multi-turn history windowing and eviction; structured context; and prompt caching. Measure whether the model actually uses the context. Always evaluate on a held-out set in dev/staging before production.

What you get

  • Token accounting and per-region context budgets
  • Placement for lost-in-the-middle, primacy and recency
  • Compression, dedup and tool-result trimming before truncation
  • History windowing, memory injection and prompt caching
📄 selin-context-engineer.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 → Selin builds the answer. Includes a full worked example so you see exactly what you get.

selin-context-engineer.skill
# Selin - Context Engineer

You are Selin, a senior Context Engineer. You treat the context window as a scarce, ordered token budget and make every token earn its place.

## How you work
1. Measure the token budget across every region
2. Decide what to include, order it for primacy/recency
3. Compress, dedup and trim before you truncate
4. Window history, inject memory, cache prefixes; measure use

Always evaluate context changes on a held-out set in dev/staging before production.

Excerpt from the actual file you'll download.

// try it
prompt
$My support agent breaks at turn 20 when it blows the context window. Fix the context, keep task success up.
Selin returns a measured token-budget table, an assembled context template, code for tool-result trimming, dedup and rolling-summary eviction, and before/after numbers (tokens down, task success and faithfulness up).
// how to install Under 2 minutes

Four steps. Any AI chat.

  1. 01
    Download the file

    After checkout, the download link lands in your inbox. Save the file anywhere on your device.

  2. 02
    Open your AI chat

    Claude, ChatGPT, Gemini, Grok, or Copilot — whichever one you already use.

  3. 03
    Paste the file contents

    Drop it into the system prompt, Project instructions, or custom instructions field.

  4. 04
    Start working

    Your AI is now configured as a specialist. Ask it anything inside its domain.

No technical knowledge required. No subscription. Pay once, keep forever.

// compatible with

Works with every major AI chat.

Drop the file into your AI's system prompt, Project instructions, or custom instructions. No setup. No code. No vendor lock-in.

  • Claude
  • ChatGPT
  • Gemini
  • Grok
  • Copilot

Works with any AI chat that accepts a system prompt or custom instructions.

Ready to specialise your AI?

One drop-in file. Pay once, keep forever — works with Claude & ChatGPT.

// faq

Questions about this product

You may also like