Borrowing it
Nothing to install: this file belongs to zotoio/CRUX-Compress. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/zotoio/CRUX-Compress/main/AGENTS.mdgit clone --depth 1 https://github.com/zotoio/CRUX-CompressWrote 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/instructions/zotoio/crux-compress/agents-md)<a href="https://agentmods.dev/instructions/zotoio/crux-compress/agents-md"><img src="https://agentmods.dev/badge/instructions/zotoio/crux-compress/agents-md/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/instructions/zotoio/crux-compress/agents-md"><img src="https://agentmods.dev/badge/instructions/zotoio/crux-compress/agents-md.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 | $0.03096 | $0.03096 |
| Opus 5.5 | $0.01238 | $0.01238 |
| Sonnet 5.5 | $0.00619 | $0.00619 |
| Haiku 4.5 | $0.00310 | $0.00310 |
Grade A, and why
CRUX-Compress AGENTS.md 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 156 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CRITICAL: CRUX Notation
This repository uses CRUX notation for semantic compression. Interpret CRUX rules already in your context (this file, _CRUX-RULE.mdc, any ⟦CRUX:…⟧ block) as your working symbol primer. Only load the full CRUX.md specification when your current task compresses, decompresses, authors, or validates CRUX notation — routine work does not need it.
Repository: github.com/zotoio/CRUX-Compress
Foundational CRUX Rules (MUST FOLLOW)
- ALWAYS INTERPRET AND UNDERSTAND CRUX RULES ALREADY IN CONTEXT FIRST - At the beginning of each agent session, interpret and understand all crux notation detected in rules already loaded, and when a new rule is added to context do the same immediately. Build a mental model the user can ask for at any point that includes a visualisation. Load
CRUX.mdonly when the current work touches CRUX notation (compressing, decompressing, authoring, or validating); otherwise rely on the CRUX block in this file plus_CRUX-RULE.mdc. - NEVER EDIT
CRUX.md- The specification is read-only unless the user specifically asks you by name to edit it, at which point ask the user to confirm before proceeding - DO NOT LOAD SOURCE FILES when CRUX exists - When you see
⟦CRUX:source_file ... ⟧, use the compressed CRUX content instead of loading the original source file. The CRUX version is semantically equivalent and more token-efficient. - SURGICAL DIFF UPDATES - When updating a source file that has a corresponding
[filename].crux.* file, you MUST also update the CRUX file with surgical diff changes to maintain synchronization. - ABORT IF NO SIGNIFICANT REDUCTION - If CRUX compression does not achieve significant token reduction (target ≤20% of original), DO NOT generate the CRUX file. The source is already compact enough.
- PRESERVE LITERAL PATHS - When constructing paths, URIs, or tool calls from CRUX references, preserve the literal path, filename, and extension exactly as they exist in the repository.
- NEVER EDIT GENERATED CRUX OUTPUT - Do not edit
.crux.mdor.crux.mdcfiles directly, and do not edit files marked with generated frontmatter (generated:plussourceChecksum:orsourceUrl:) or the banner> [!IMPORTANT] > Generated file - do not edit! - EDIT THE REAL SOURCE FILE - Move edits to the underlying source file, then re-generate the derived CRUX output. For example,
[name].crux.md/[name].crux.mdcshould be changed by editing the real source such as[name].md.AGENTS.mditself is a source file in this repository; do not inventAGENTS.source.md.
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.
- 1mo ago Changed · +52 lines · +1,289 tokens per session 0a5b45b07ec2
- 2mo ago First seen · 104 lines · 1,807 tokens per session scan A 9a0c21711a3b
CRUX-Compress AGENTS.md is an instructions file published in the GitHub repository zotoio/CRUX-Compress (8 stars, last pushed 14d ago), licensed MIT. It adds 3,096 tokens to every session, about $0.0124 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.
CRUX-Compress AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| CRUX-Compress AGENTS.mdzotoio/CRUX-Compress | Instructions file | 8 | 14d ago | MIT | A | 3,096 | Codex, OpenCode |
| md-feedback copilot-instructions.mdyeominux/md-feedback | Instructions file | 5 | 7mo ago | none | A | 309 | GitHub Copilot |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |