Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/linkpranay-ai/context-engineering-protocolWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/rules/linkpranay-ai/context-engineering-protocol/ult-institutional-memory-distill)<a href="https://agentmods.dev/rules/linkpranay-ai/context-engineering-protocol/ult-institutional-memory-distill"><img src="https://agentmods.dev/badge/rules/linkpranay-ai/context-engineering-protocol/ult-institutional-memory-distill/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/rules/linkpranay-ai/context-engineering-protocol/ult-institutional-memory-distill"><img src="https://agentmods.dev/badge/rules/linkpranay-ai/context-engineering-protocol/ult-institutional-memory-distill.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00083 | $0.00147 |
| Opus 5.5 | $0.00033 | $0.00059 |
| Sonnet 5.5 | $0.00017 | $0.00029 |
| Haiku 4.5 | $0.00008 | $0.00015 |
Grade A, and why
ult-institutional-memory-distill scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Distilling Institutional Memory (Trip-Wire)
This repository packages its capabilities as portable skills for AI
coding agents. Read .github/skills/ult-institutional-memory-distill/SKILL.md and follow it
when this rule applies.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 12 lines · 83 tokens per session scan A b21aed4fbef9
ult-institutional-memory-distill is a cursor rule published in the GitHub repository linkpranay-ai/context-engineering-protocol (10 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 83 tokens to every session and 147 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
ult-institutional-memory-distill compared with cursor rules from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| ult-institutional-memory-distilllinkpranay-ai/context-engineering-protocol | Cursor rule | 10 | 1mo ago | Apache-2.0 | A | 83 | Cursor |
| cursorruleskruschdev/krusch-context-mcp | Cursor rule | 82 | today | MIT | A | 503 | Cursor |
| context-disciplinerohitg00/pro-workflow | Cursor rule | 2.9k | 1mo ago | none | A | 274 | Cursor |
| archcore-contextarchcore-ai/plugin | Cursor rule | 58 | 1mo ago | Apache-2.0 | A | 234 | Cursor |
| aictxoldskultxo/aictx | Cursor rule | 59 | 4mo ago | MIT | A | 556 | Cursor |
| tell-plumbing-referenceashishpatill/tell-proof | Cursor rule | 2 | 1mo ago | MIT | A | 453 | Cursor |
| agentmemoryObidel/Agentmemory | Cursor rule | 4 | 5mo ago | MIT | A | 0 | Cursor |