Borrowing it
Nothing to install: this file belongs to quangdang46/looper_rust. 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/quangdang46/looper_rust/main/AGENTS.mdgit clone --depth 1 https://github.com/quangdang46/looper_rustWrote 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/quangdang46/looper_rust/agents-md)<a href="https://agentmods.dev/instructions/quangdang46/looper_rust/agents-md"><img src="https://agentmods.dev/badge/instructions/quangdang46/looper_rust/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/quangdang46/looper_rust/agents-md"><img src="https://agentmods.dev/badge/instructions/quangdang46/looper_rust/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 | $0.00539 | $0.00539 |
| Opus 5.5 | $0.00216 | $0.00216 |
| Sonnet 5.5 | $0.00108 | $0.00108 |
| Haiku 4.5 | $0.00054 | $0.00054 |
Grade A, and why
looper_rust 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 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.
How it starts
The opening of the file, as written. The whole thing — 65 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Looper Rust — AI Agent Guidelines
Build
cargo build --release # Release build (all targets)
cargo build # Debug build
cargo check --workspace # Fast type-check (recommended during dev)
Test
cargo test --workspace # All tests
cargo test -p <crate> # Single crate
cargo test -p <crate> -- <name> # Single test by name
Lint
cargo fmt --check # Format check
cargo fmt # Auto-format
cargo clippy --workspace -- -D warnings # Full lint
cargo clippy -p <crate> # Single crate
Workspace Members
| Crate | Type | Description |
|---|---|---|
| looper-types | lib | Domain enums, state machines, core types |
| looper-config | lib | Config loading, validation, merge, disclosure |
| looper-storage | lib | SQLite repositories, migrations, event log |
| looper-service | lib | Loop, Run, Project business logic |
| looper-github | lib | GitHub gateway via gh CLI |
| looper-git | lib | Git worktree management |
| looper-agent | lib | Agent executor (5 vendors) |
| looper-scheduler | lib | Tick loop, queue claim, discovery |
| looper-runner | lib | Planner, Reviewer, Fixer, Worker, Coordinator |
| looper-api | lib | axum REST server, auth, envelope |
| looper-webhook | lib | Webhook forwarder, event routing |
| looper-infra | lib | Bootstrap, runtime, notifications |
| looperd | bin | Daemon binary |
| looper-cli | bin | CLI binary |
| looper-net | bin | Loopernet cloud server binary |
| diffanchor | lib | Diff parsing and anchor validation |
Directory Layout
looper_rust/
├── Cargo.toml # Workspace root
├── crates/ # All crates
│ ├── looper-types/ # Phase 1
│ ├── looper-config/ # Phase 2
│ ├── ...
├── legacy/ # Go reference (gitignored)
├── PORTING-TO-RUST/
│ ├── LOOPER_RUST_DESIGN.md # Architecture design
│ └── specs/ # Behavioral specs
├── .github/workflows/ # CI/CD
└── .beads/ # Task tracking
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 · 65 lines · 539 tokens per session scan A e87dcb3a17c4
looper_rust AGENTS.md is an instructions file published in the GitHub repository quangdang46/looper_rust (4 stars, last pushed 2mo ago), licensed MIT. It adds 539 tokens to every session, about $0.0022 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.
looper_rust AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| looper_rust AGENTS.mdquangdang46/looper_rust | Instructions file | 4 | 2mo ago | MIT | A | 539 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | 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 |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |