Context Engineer Role Playbook
Run context engineering as a standing discipline for your agent fleet — build the team's source-of-truth register, publish the retrieval policy and token budget standards every workflow follows, and catch context rot with a quarterly audit.
A 4-step agentic workflow pack for coding built to run with ChatGPT, Claude, Gemini, Claude Code, and Cursor. Open the Markdown files, fill the variables, and paste into your model. Most buyers get a reviewable result in about 15 minutes.
- Turn a raw dump of docs, prompts, and indexes into a graded source-of-truth register with owners, refresh cadences, and stable src ids
- Classify every source on a five-class taxonomy (canonical spec to tribal capture) with freshness and authority grades agents can be governed by
- Publish a platform-wide retrieval policy matrix — pin, retrieve, summarize, or forbid — per task class, with the recall-versus-injection tradeoff logged for every restriction
- Set token budget envelopes by task class across five window slots, with per-model budget cards and an overflow degrade ladder instead of improvised cuts
- Catch context rot quarterly against a seven-signal catalog (stale pins, duplicated summaries, contradictory instructions) with severity anchors and a mechanical verdict band
- Chain all four artifacts through stable src and TC ids so the register, policy, budgets, and audit stay one coherent operating system for context
Prompt Customization Service — optional help adapting variables and output to your brand voice. Choose your tier at checkout (not tied to this prompt's price).
This pack is $10 on its own. Buying every pack separately costs $1538. The Lifetime Bundle is $149 one-time — you save $1389 (90% off) and unlock every future pack free.
Get the Lifetime Bundle — $149Paste the license key from your receipt. It must match this prompt pack.
What ships with your purchase
Prompt files
Plain Markdown files with `{{variables}}` you fill in, ready to paste into ChatGPT, Claude, or Gemini. No setup, no tooling required.
Usage guide
Variable reference, model compatibility, examples, and customization tips so you can adapt the pack to your brand voice.
Lifetime updates
When we improve the pack, you get the new version automatically. Email support included with every purchase.
Works with: ChatGPT, Claude, Gemini, Claude Code, Cursor.
The workflow inside this pack
4 composable prompts you run in order — each one picks up where the last left off.
- Step 1
Context Inventory
Dump your doc trees, agent instruction files, pinned files, and retrieval index contents, plus the workflows that consume them.
- Step 2
Retrieval Policy Designer
Paste the register plus your actual retrieval mechanisms and any retrieval failure incidents.
- Step 3
Token Budget Allocator
Paste the task class map and policy matrix plus your model lineup and any cost or latency constraints.
- Step 4
Context-Rot Audit
Paste the current register and the live contents of your highest blast radius artifacts, plus the policy and budget standards and last audit's findings.
Perpetual (lifetime) use license
Your one-time purchase includes an ongoing right to use this prompt pack with the AI tools and models you control for your own and your clients' work — not for resale or public redistribution of the files as a product.
We keep the copyright
The prompt files, guides, examples, and bundled assets stay our copyrighted works (or our licensors'). Payment grants the limited license in our Terms only — it does not transfer ownership.
Need help adapting this prompt to your team? Add Prompt Customization Service at checkout.