Borrowing it
Nothing to install: this file belongs to benseverndev-oss/goldenmatch. 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/benseverndev-oss/goldenmatch/main/AGENTS.mdgit clone --depth 1 https://github.com/benseverndev-oss/goldenmatchWrote 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/benseverndev-oss/goldenmatch/agents-md)<a href="https://agentmods.dev/instructions/benseverndev-oss/goldenmatch/agents-md"><img src="https://agentmods.dev/badge/instructions/benseverndev-oss/goldenmatch/agents-md.svg" alt="Measured on agentmods" 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 | $0.01505 | $0.01505 |
| Opus 5 | $0.00753 | $0.00753 |
| Sonnet 5 | $0.00301 | $0.00301 |
| Haiku 4.5 | $0.00151 | $0.00151 |
Grade A, and why
goldenmatch 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 8d 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 — 111 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Golden Suite monorepo — agent guide
Fast navigational map for any coding agent. This is the entry point; the
deep operational lore (CI internals, incident post-mortems, release/publish
mechanics, native-kernel gotchas) lives in CLAUDE.md and the per-package
files listed below. Read those before doing package-specific work.
What this is
A polyglot monorepo for entity resolution and data-quality tooling. Six
core products, each shipped across multiple language surfaces (Python, a
TypeScript port, and pyo3-free Rust -core kernels with optional compiled
accelerators). North Star: be the tool a developer reaches for by default for
entity resolution — defaults are re-earned every release
(context-network/foundation/project-definition.md).
Layout
packages/
python/ uv workspace — members: packages/python/*
(excluded standalone: goldenmatch-kg, goldengraph, golden-suite)
typescript/ pnpm + Turborepo workspace (TS ports + wasm runtime)
rust/extensions/ cargo workspace — pyo3-free *-core kernels + *-native accelerators
actions/ reusable GitHub Actions
dbt/ dbt models
docs/ design docs, ADRs, specs (docs/superpowers/{specs,plans})
docs-site/ the published docs site (Mintlify)
context-network/ project foundation, decisions, discovery — read for "why"
scripts/ benches, gates, release tooling
Products: goldenmatch (ER core), goldencheck (data-quality scan), goldenflow (transforms), goldenpipe (pipeline compiler), infermap (schema/column mapping), goldenanalysis (cluster/quality analysis). Plus goldengraph (KG engine, standalone) and golden-suite (meta-package).
Build & test
Canonical recipes are in the justfile:
| Task | Command | Under the hood |
|---|---|---|
| install | just install |
uv sync; npm install per TS pkg; cargo fetch |
| test | just test |
uv run pytest packages/python; npm test per TS pkg; cargo test --workspace |
| lint | just lint |
ruff check; TS lint; cargo clippy --workspace -- -D warnings |
| build | just build |
uv build; TS build; cargo build --workspace --release |
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.
- 8d ago First seen · 111 lines · 1,505 tokens per session scan A f98c50a75253
goldenmatch AGENTS.md is an instructions file published in the GitHub repository benseverndev-oss/goldenmatch (131 stars, last pushed today), licensed MIT. It adds 1,505 tokens to every session, about $0.0075 per session on Opus 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 2026-08-30.
Other instructions, from other repositories
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.