Context Engineering Harness
Run context as an engineering discipline, not guesswork — inventory and rate every source your agents consume, write a per-job loading policy, fit it to a hard token limit with a cut log, and audit the setup for stale or contradictory context.
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.
- Inventory every context source — files, docs, schemas, transcripts — with freshness, authority, and token-cost ratings
- Write an explicit per-job loading policy: must-loads in order, conditionals with script-evaluable triggers, exclusions with reasons
- Fit candidate context into any hard token limit with a justification per inclusion and a cut log per exclusion
- Catch context rot — stale, duplicated, contradictory, orphaned, and injection-prone material — against a six-category failure catalog
- Turn one-off context cleanups into a standing discipline with fallback rules, re-audit triggers, and stable ctx-N ids across all four prompts
- Works on any stack and any agent setup — chat models, Claude Code, Cursor, or custom pipelines
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 $8 on its own. Buying every pack separately costs $935. The Lifetime Bundle is $149 one-time — you save $786 (84% 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.
Models tested: 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 Builder
Dump every context source — repo trees, docs, schemas, system prompts, transcripts — plus the agent jobs they serve.
- Step 2
Per-Job Context Policy Designer
Paste the inventory, one recurring job, and its token budget.
- Step 3
Context Budget Fitter
Paste the candidate items, the hard token limit, and the job they serve.
- Step 4
Context Rot Auditor
Paste what your agent actually receives — system prompt, instruction files, memory, pinned docs — plus any observed misbehaviour.
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.