Borrowing it
Nothing to install: this file belongs to SoftwareFoundationGroupAtKyotoU/pure-borrow. 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/SoftwareFoundationGroupAtKyotoU/pure-borrow/main/AGENTS.mdgit clone --depth 1 https://github.com/SoftwareFoundationGroupAtKyotoU/pure-borrowWrote 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/softwarefoundationgroupatkyotou/pure-borrow/agents-md)<a href="https://agentmods.dev/instructions/softwarefoundationgroupatkyotou/pure-borrow/agents-md"><img src="https://agentmods.dev/badge/instructions/softwarefoundationgroupatkyotou/pure-borrow/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/softwarefoundationgroupatkyotou/pure-borrow/agents-md"><img src="https://agentmods.dev/badge/instructions/softwarefoundationgroupatkyotou/pure-borrow/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 | $0.07023 | $0.07023 |
| Opus 5.5 | $0.02809 | $0.02809 |
| Sonnet 5.5 | $0.01405 | $0.01405 |
| Haiku 4.5 | $0.00702 | $0.00702 |
Grade A, and why
pure-borrow 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 — 311 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
This file is the source of truth for coding-agent guidance in this repository.
Keep agent-agnostic project instructions here, and keep tool-specific files as thin adapters.
CLAUDE.md is intentionally a symlink to this file so Claude Code and Codex read the same repository policy.
Overview
pure-borrow realizes Rust-style borrowing in Linear Haskell, purely — compile-time ownership and memory safety with no runtime overhead, plus safe deterministic parallelism.
It is the artifact of the paper Pure Borrow: Linear Haskell Meets Rust-Style Borrowing (Y. Matsushita & H. Ishii, PLDI 2026; arXiv:2604.15290).
The package is already released on Hackage (latest release 0.1.0.0); current work is incremental improvement (notably performance) of a published, paper-backed library — so preserve the public API and the soundness invariants unless a change is deliberate.
Control.Monad.Borrow.Pure is the umbrella module and carries the full Haddock tutorial; read it before designing changes to the core.
Language & toolchain
- GHC 9.10.2+ required (Linear Types); 9.12.4+ recommended — pinned locally to
ghc-9.12.4viacabal.project.local.tested-with: 9.10.3 || 9.12.4 || 9.14.1. default-language: GHC2021, withLinearTypesenabled by default everywhere.- Interpreter caveat: GHC < 9.12.3 segfaults evaluating some linear programs in GHCi / the HLS eval plugin (a compiler bug).
Compiled code is fine on 9.10.2+.
Use 9.12.3+ if you need the REPL.
The
pure-borrow-doctestssuite is disabled for GHC < 9.12.3. - Cabal nix-style builds only;
cabal.project(+cabal.project.local) is the source of truth. Do not use stack or invokeghcdirectly. cabal-install ≥ 3.14.2 recommended.
Build / test / bench / run
cabal.project sets the +examples flag and cabal.project.local enables tests+benchmarks, so locally every component below is buildable.
cabal build all # build the library + all enabled components
cabal build pure-borrow # just the library
cabal test # run all test suites
cabal test pure-borrow-test # main tasty suite only
cabal test pure-borrow-doctests # doctests (needs GHC >= 9.12.3)
cabal bench qsort-bench # parallel quicksort benchmark (tasty-bench)
cabal bench fft-bench # parallel FFT benchmark (tasty-bench)
cabal bench pure-borrow-bench # all single-threaded micro-benchmarks (needs -j1)
cabal run qsort -- --help # quicksort demo executable (needs +examples)
cabal run fft -- --help # FFT demo executable (needs +examples)
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 · +1 lines · +80 tokens per session cf79fcff0962
- 1mo ago Changed · +10 lines · +390 tokens per session c51416094a46
- 1mo ago First seen · 300 lines · 6,553 tokens per session scan A e88314e8d561
pure-borrow AGENTS.md is an instructions file published in the GitHub repository SoftwareFoundationGroupAtKyotoU/pure-borrow (63 stars, last pushed 1mo ago), licensed BSD-3-Clause. It adds 7,023 tokens to every session, about $0.0281 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 2026-10-02.
pure-borrow AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| pure-borrow AGENTS.mdSoftwareFoundationGroupAtKyotoU/pure-borrow | Instructions file | 63 | 1mo ago | BSD-3-Clause | A | 7,023 | Claude Code, 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 | 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 |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |